From 9568ff12e86401eb0c8d5321953f8bcee12d37ee Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Wed, 24 Sep 2025 15:47:46 +0700
Subject: [PATCH 01/22] feat: add cleanup logic for windows installer

---
 src-tauri/windows/hooks.nsh | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/src-tauri/windows/hooks.nsh b/src-tauri/windows/hooks.nsh
index 5e1a32141..d1beed199 100644
--- a/src-tauri/windows/hooks.nsh
+++ b/src-tauri/windows/hooks.nsh
@@ -42,6 +42,11 @@
   ${If} ${FileExists} "$INSTDIR\resources\LICENSE"
     CopyFiles /SILENT "$INSTDIR\resources\LICENSE" "$INSTDIR\LICENSE"
     DetailPrint "Copied LICENSE to install root"
+
+    ; Optional cleanup - remove from resources folder
+    Delete "$INSTDIR\resources\LICENSE"
+  ${Else}
+    DetailPrint "LICENSE not found at expected location: $INSTDIR\resources\LICENSE"
   ${EndIf}
 
   ; ---- Copy vulkan-1.dll to install root ----
@@ -51,6 +56,7 @@
     
     ; Optional cleanup - remove from resources folder
     Delete "$INSTDIR\resources\lib\vulkan-1.dll"
+
     ; Only remove the lib directory if it's empty after removing both files
     RMDir "$INSTDIR\resources\lib"
   ${Else}

From 57110d2bd7fe10c6658e388dfcacb6e10d981a7d Mon Sep 17 00:00:00 2001
From: Louis <louis@jan.ai>
Date: Wed, 24 Sep 2025 17:57:10 +0700
Subject: [PATCH 02/22] fix: allow users to download the same model from
 different authors (#6577)

* fix: allow users to download the same model from different authors

* fix: importing models should have author name in the ID

* fix: incorrect model id show

* fix: tests

* fix: default to mmproj f16 instead of bf16

* fix: type

* fix: build error
---
 .../browser/extensions/engines/AIEngine.ts    |   6 +
 .../src/jan-provider-web/provider.ts          | 102 +++++--
 extensions/llamacpp-extension/src/index.ts    |  32 +-
 web-app/src/containers/DownloadButton.tsx     | 142 +++++++++
 web-app/src/containers/RenderMarkdown.tsx     |   1 +
 web-app/src/routes/hub/$modelId.tsx           |  40 ++-
 web-app/src/routes/hub/index.tsx              | 282 ++++--------------
 web-app/src/services/__tests__/models.test.ts | 106 +++++--
 web-app/src/services/models/default.ts        |   6 +-
 web-app/src/services/models/types.ts          |   1 +
 10 files changed, 407 insertions(+), 311 deletions(-)
 create mode 100644 web-app/src/containers/DownloadButton.tsx

diff --git a/core/src/browser/extensions/engines/AIEngine.ts b/core/src/browser/extensions/engines/AIEngine.ts
index 0e8a75fca..855f6e4dc 100644
--- a/core/src/browser/extensions/engines/AIEngine.ts
+++ b/core/src/browser/extensions/engines/AIEngine.ts
@@ -240,6 +240,12 @@ export abstract class AIEngine extends BaseExtension {
     EngineManager.instance().register(this)
   }
 
+  /**
+   * Gets model info
+   * @param modelId
+   */
+  abstract get(modelId: string): Promise<modelInfo | undefined>
+
   /**
    * Lists available models
    */
diff --git a/extensions-web/src/jan-provider-web/provider.ts b/extensions-web/src/jan-provider-web/provider.ts
index 216da66c9..dfdfe01b4 100644
--- a/extensions-web/src/jan-provider-web/provider.ts
+++ b/extensions-web/src/jan-provider-web/provider.ts
@@ -22,7 +22,7 @@ export default class JanProviderWeb extends AIEngine {
 
   override async onLoad() {
     console.log('Loading Jan Provider Extension...')
-    
+
     try {
       // Initialize authentication and fetch models
       await janApiClient.initialize()
@@ -37,20 +37,43 @@ export default class JanProviderWeb extends AIEngine {
 
   override async onUnload() {
     console.log('Unloading Jan Provider Extension...')
-    
+
     // Clear all sessions
     for (const sessionId of this.activeSessions.keys()) {
       await this.unload(sessionId)
     }
-    
+
     janProviderStore.reset()
     console.log('Jan Provider Extension unloaded')
   }
 
+  async get(modelId: string): Promise<modelInfo | undefined> {
+    return janApiClient
+      .getModels()
+      .then((list) => list.find((e) => e.id === modelId))
+      .then((model) =>
+        model
+          ? {
+              id: model.id,
+              name: model.id, // Use ID as name for now
+              quant_type: undefined,
+              providerId: this.provider,
+              port: 443, // HTTPS port for API
+              sizeBytes: 0, // Size not provided by Jan API
+              tags: [],
+              path: undefined, // Remote model, no local path
+              owned_by: model.owned_by,
+              object: model.object,
+              capabilities: ['tools'], // Jan models support both tools via MCP
+            }
+          : undefined
+      )
+  }
+
   async list(): Promise<modelInfo[]> {
     try {
       const janModels = await janApiClient.getModels()
-      
+
       return janModels.map((model) => ({
         id: model.id,
         name: model.id, // Use ID as name for now
@@ -75,7 +98,7 @@ export default class JanProviderWeb extends AIEngine {
       // For Jan API, we don't actually "load" models in the traditional sense
       // We just create a session reference for tracking
       const sessionId = `jan-${modelId}-${Date.now()}`
-      
+
       const sessionInfo: SessionInfo = {
         pid: Date.now(), // Use timestamp as pseudo-PID
         port: 443, // HTTPS port
@@ -85,8 +108,10 @@ export default class JanProviderWeb extends AIEngine {
       }
 
       this.activeSessions.set(sessionId, sessionInfo)
-      
-      console.log(`Jan model session created: ${sessionId} for model ${modelId}`)
+
+      console.log(
+        `Jan model session created: ${sessionId} for model ${modelId}`
+      )
       return sessionInfo
     } catch (error) {
       console.error(`Failed to load Jan model ${modelId}:`, error)
@@ -97,23 +122,23 @@ export default class JanProviderWeb extends AIEngine {
   async unload(sessionId: string): Promise<UnloadResult> {
     try {
       const session = this.activeSessions.get(sessionId)
-      
+
       if (!session) {
         return {
           success: false,
-          error: `Session ${sessionId} not found`
+          error: `Session ${sessionId} not found`,
         }
       }
 
       this.activeSessions.delete(sessionId)
       console.log(`Jan model session unloaded: ${sessionId}`)
-      
+
       return { success: true }
     } catch (error) {
       console.error(`Failed to unload Jan session ${sessionId}:`, error)
       return {
         success: false,
-        error: error instanceof Error ? error.message : 'Unknown error'
+        error: error instanceof Error ? error.message : 'Unknown error',
       }
     }
   }
@@ -136,9 +161,12 @@ export default class JanProviderWeb extends AIEngine {
       }
 
       // Convert core chat completion request to Jan API format
-      const janMessages: JanChatMessage[] = opts.messages.map(msg => ({
+      const janMessages: JanChatMessage[] = opts.messages.map((msg) => ({
         role: msg.role as 'system' | 'user' | 'assistant',
-        content: typeof msg.content === 'string' ? msg.content : JSON.stringify(msg.content)
+        content:
+          typeof msg.content === 'string'
+            ? msg.content
+            : JSON.stringify(msg.content),
       }))
 
       const janRequest = {
@@ -162,18 +190,18 @@ export default class JanProviderWeb extends AIEngine {
       } else {
         // Return single response
         const response = await janApiClient.createChatCompletion(janRequest)
-        
+
         // Check if aborted after completion
         if (abortController?.signal?.aborted) {
           throw new Error('Request was aborted')
         }
-        
+
         return {
           id: response.id,
           object: 'chat.completion' as const,
           created: response.created,
           model: response.model,
-          choices: response.choices.map(choice => ({
+          choices: response.choices.map((choice) => ({
             index: choice.index,
             message: {
               role: choice.message.role,
@@ -182,7 +210,12 @@ export default class JanProviderWeb extends AIEngine {
               reasoning_content: choice.message.reasoning_content,
               tool_calls: choice.message.tool_calls,
             },
-            finish_reason: (choice.finish_reason || 'stop') as 'stop' | 'length' | 'tool_calls' | 'content_filter' | 'function_call',
+            finish_reason: (choice.finish_reason || 'stop') as
+              | 'stop'
+              | 'length'
+              | 'tool_calls'
+              | 'content_filter'
+              | 'function_call',
           })),
           usage: response.usage,
         }
@@ -193,7 +226,10 @@ export default class JanProviderWeb extends AIEngine {
     }
   }
 
-  private async *createStreamingGenerator(janRequest: any, abortController?: AbortController) {
+  private async *createStreamingGenerator(
+    janRequest: any,
+    abortController?: AbortController
+  ) {
     let resolve: () => void
     let reject: (error: Error) => void
     const chunks: any[] = []
@@ -231,7 +267,7 @@ export default class JanProviderWeb extends AIEngine {
             object: chunk.object,
             created: chunk.created,
             model: chunk.model,
-            choices: chunk.choices.map(choice => ({
+            choices: chunk.choices.map((choice) => ({
               index: choice.index,
               delta: {
                 role: choice.delta.role,
@@ -261,14 +297,14 @@ export default class JanProviderWeb extends AIEngine {
         if (abortController?.signal?.aborted) {
           throw new Error('Request was aborted')
         }
-        
+
         while (yieldedIndex < chunks.length) {
           yield chunks[yieldedIndex]
           yieldedIndex++
         }
-        
+
         // Wait a bit before checking again
-        await new Promise(resolve => setTimeout(resolve, 10))
+        await new Promise((resolve) => setTimeout(resolve, 10))
       }
 
       // Yield any remaining chunks
@@ -291,24 +327,32 @@ export default class JanProviderWeb extends AIEngine {
   }
 
   async delete(modelId: string): Promise<void> {
-    throw new Error(`Delete operation not supported for remote Jan API model: ${modelId}`)
+    throw new Error(
+      `Delete operation not supported for remote Jan API model: ${modelId}`
+    )
   }
 
   async import(modelId: string, _opts: ImportOptions): Promise<void> {
-    throw new Error(`Import operation not supported for remote Jan API model: ${modelId}`)
+    throw new Error(
+      `Import operation not supported for remote Jan API model: ${modelId}`
+    )
   }
 
   async abortImport(modelId: string): Promise<void> {
-    throw new Error(`Abort import operation not supported for remote Jan API model: ${modelId}`)
+    throw new Error(
+      `Abort import operation not supported for remote Jan API model: ${modelId}`
+    )
   }
 
   async getLoadedModels(): Promise<string[]> {
-    return Array.from(this.activeSessions.values()).map(session => session.model_id)
+    return Array.from(this.activeSessions.values()).map(
+      (session) => session.model_id
+    )
   }
 
   async isToolSupported(modelId: string): Promise<boolean> {
     // Jan models support tool calls via MCP
-    console.log(`Checking tool support for Jan model ${modelId}: supported`);
-    return true;
+    console.log(`Checking tool support for Jan model ${modelId}: supported`)
+    return true
   }
-}
\ No newline at end of file
+}
diff --git a/extensions/llamacpp-extension/src/index.ts b/extensions/llamacpp-extension/src/index.ts
index 77b0aafcd..8fad4fd87 100644
--- a/extensions/llamacpp-extension/src/index.ts
+++ b/extensions/llamacpp-extension/src/index.ts
@@ -922,6 +922,30 @@ export default class llamacpp_extension extends AIEngine {
     return hash
   }
 
+  override async get(modelId: string): Promise<modelInfo | undefined> {
+    const modelPath = await joinPath([
+      await this.getProviderPath(),
+      'models',
+      modelId,
+    ])
+    const path = await joinPath([modelPath, 'model.yml'])
+
+    if (!(await fs.existsSync(path))) return undefined
+
+    const modelConfig = await invoke<ModelConfig>('read_yaml', {
+      path,
+    })
+
+    return {
+      id: modelId,
+      name: modelConfig.name ?? modelId,
+      quant_type: undefined, // TODO: parse quantization type from model.yml or model.gguf
+      providerId: this.provider,
+      port: 0, // port is not known until the model is loaded
+      sizeBytes: modelConfig.size_bytes ?? 0,
+    } as modelInfo
+  }
+
   // Implement the required LocalProvider interface methods
   override async list(): Promise<modelInfo[]> {
     const modelsDir = await joinPath([await this.getProviderPath(), 'models'])
@@ -1085,7 +1109,10 @@ export default class llamacpp_extension extends AIEngine {
     const archiveName = await basename(path)
     logger.info(`Installing backend from path: ${path}`)
 
-    if (!(await fs.existsSync(path)) || (!path.endsWith('tar.gz') && !path.endsWith('zip'))) {
+    if (
+      !(await fs.existsSync(path)) ||
+      (!path.endsWith('tar.gz') && !path.endsWith('zip'))
+    ) {
       logger.error(`Invalid path or file ${path}`)
       throw new Error(`Invalid path or file ${path}`)
     }
@@ -2601,7 +2628,8 @@ export default class llamacpp_extension extends AIEngine {
     metadata: Record<string, string>
   ): Promise<number> {
     // Extract vision parameters from metadata
-    const projectionDim = Math.floor(Number(metadata['clip.vision.projection_dim']) / 10) || 256
+    const projectionDim =
+      Math.floor(Number(metadata['clip.vision.projection_dim']) / 10) || 256
 
     // Count images in messages
     let imageCount = 0
diff --git a/web-app/src/containers/DownloadButton.tsx b/web-app/src/containers/DownloadButton.tsx
new file mode 100644
index 000000000..7d4db703b
--- /dev/null
+++ b/web-app/src/containers/DownloadButton.tsx
@@ -0,0 +1,142 @@
+import { Button } from '@/components/ui/button'
+import { Progress } from '@/components/ui/progress'
+import { useDownloadStore } from '@/hooks/useDownloadStore'
+import { useGeneralSetting } from '@/hooks/useGeneralSetting'
+import { useModelProvider } from '@/hooks/useModelProvider'
+import { useServiceHub } from '@/hooks/useServiceHub'
+import { useTranslation } from '@/i18n'
+import { extractModelName } from '@/lib/models'
+import { cn, sanitizeModelId } from '@/lib/utils'
+import { CatalogModel } from '@/services/models/types'
+import { useCallback, useMemo } from 'react'
+import { useShallow } from 'zustand/shallow'
+
+type ModelProps = {
+  model: CatalogModel
+  handleUseModel: (modelId: string) => void
+}
+const defaultModelQuantizations = ['iq4_xs', 'q4_k_m']
+
+export function DownloadButtonPlaceholder({
+  model,
+  handleUseModel,
+}: ModelProps) {
+  const { downloads, localDownloadingModels, addLocalDownloadingModel } =
+    useDownloadStore(
+      useShallow((state) => ({
+        downloads: state.downloads,
+        localDownloadingModels: state.localDownloadingModels,
+        addLocalDownloadingModel: state.addLocalDownloadingModel,
+      }))
+    )
+  const { t } = useTranslation()
+  const getProviderByName = useModelProvider((state) => state.getProviderByName)
+  const llamaProvider = getProviderByName('llamacpp')
+
+  const serviceHub = useServiceHub()
+  const huggingfaceToken = useGeneralSetting((state) => state.huggingfaceToken)
+
+  const quant =
+    model.quants.find((e) =>
+      defaultModelQuantizations.some((m) =>
+        e.model_id.toLowerCase().includes(m)
+      )
+    ) ?? model.quants[0]
+
+  const modelId = quant?.model_id || model.model_name
+
+  const downloadProcesses = useMemo(
+    () =>
+      Object.values(downloads).map((download) => ({
+        id: download.name,
+        name: download.name,
+        progress: download.progress,
+        current: download.current,
+        total: download.total,
+      })),
+    [downloads]
+  )
+
+  const isRecommendedModel = useCallback((modelId: string) => {
+    return (extractModelName(modelId)?.toLowerCase() ===
+      'jan-nano-gguf') as boolean
+  }, [])
+
+  if (model.quants.length === 0) {
+    return (
+      <div className="flex items-center gap-2">
+        <Button
+          size="sm"
+          onClick={() => {
+            window.open(`https://huggingface.co/${model.model_name}`, '_blank')
+          }}
+        >
+          View on HuggingFace
+        </Button>
+      </div>
+    )
+  }
+
+  const modelUrl = quant?.path || modelId
+  const isDownloading =
+    localDownloadingModels.has(modelId) ||
+    downloadProcesses.some((e) => e.id === modelId)
+
+  const downloadProgress =
+    downloadProcesses.find((e) => e.id === modelId)?.progress || 0
+  const isDownloaded = llamaProvider?.models.some(
+    (m: { id: string }) =>
+      m.id === modelId ||
+      m.id === `${model.developer}/${sanitizeModelId(modelId)}`
+  )
+  const isRecommended = isRecommendedModel(model.model_name)
+
+  const handleDownload = () => {
+    // Immediately set local downloading state
+    addLocalDownloadingModel(modelId)
+    const mmprojPath = (
+      model.mmproj_models?.find(
+        (e) => e.model_id.toLowerCase() === 'mmproj-f16'
+      ) || model.mmproj_models?.[0]
+    )?.path
+    serviceHub
+      .models()
+      .pullModelWithMetadata(modelId, modelUrl, mmprojPath, huggingfaceToken)
+  }
+
+  return (
+    <div
+      className={cn(
+        'flex items-center',
+        isRecommended && 'hub-download-button-step'
+      )}
+    >
+      {isDownloading && !isDownloaded && (
+        <div className={cn('flex items-center gap-2 w-20')}>
+          <Progress value={downloadProgress * 100} />
+          <span className="text-xs text-center text-main-view-fg/70">
+            {Math.round(downloadProgress * 100)}%
+          </span>
+        </div>
+      )}
+      {isDownloaded ? (
+        <Button
+          size="sm"
+          onClick={() => handleUseModel(modelId)}
+          data-test-id={`hub-model-${modelId}`}
+        >
+          {t('hub:use')}
+        </Button>
+      ) : (
+        <Button
+          data-test-id={`hub-model-${modelId}`}
+          size="sm"
+          onClick={handleDownload}
+          className={cn(isDownloading && 'hidden')}
+        >
+          {t('hub:download')}
+        </Button>
+      )}
+    </div>
+  )
+}
diff --git a/web-app/src/containers/RenderMarkdown.tsx b/web-app/src/containers/RenderMarkdown.tsx
index da702eff6..31d08cf10 100644
--- a/web-app/src/containers/RenderMarkdown.tsx
+++ b/web-app/src/containers/RenderMarkdown.tsx
@@ -89,6 +89,7 @@ const CodeComponent = memo(
     onCopy,
     copiedId,
     ...props
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
   }: any) => {
     const { t } = useTranslation()
     const match = /language-(\w+)/.exec(className || '')
diff --git a/web-app/src/routes/hub/$modelId.tsx b/web-app/src/routes/hub/$modelId.tsx
index 75ccc58bf..102b5cece 100644
--- a/web-app/src/routes/hub/$modelId.tsx
+++ b/web-app/src/routes/hub/$modelId.tsx
@@ -21,10 +21,7 @@ import { useEffect, useMemo, useCallback, useState } from 'react'
 import { useModelProvider } from '@/hooks/useModelProvider'
 import { useDownloadStore } from '@/hooks/useDownloadStore'
 import { useServiceHub } from '@/hooks/useServiceHub'
-import type {
-  CatalogModel,
-  ModelQuant,
-} from '@/services/models/types'
+import type { CatalogModel, ModelQuant } from '@/services/models/types'
 import { Progress } from '@/components/ui/progress'
 import { Button } from '@/components/ui/button'
 import { cn } from '@/lib/utils'
@@ -80,12 +77,13 @@ function HubModelDetailContent() {
   }, [fetchSources])
 
   const fetchRepo = useCallback(async () => {
-    const repoInfo = await serviceHub.models().fetchHuggingFaceRepo(
-      search.repo || modelId,
-      huggingfaceToken
-    )
+    const repoInfo = await serviceHub
+      .models()
+      .fetchHuggingFaceRepo(search.repo || modelId, huggingfaceToken)
     if (repoInfo) {
-      const repoDetail = serviceHub.models().convertHfRepoToCatalogModel(repoInfo)
+      const repoDetail = serviceHub
+        .models()
+        .convertHfRepoToCatalogModel(repoInfo)
       setRepoData(repoDetail || undefined)
     }
   }, [serviceHub, modelId, search, huggingfaceToken])
@@ -168,7 +166,9 @@ function HubModelDetailContent() {
       try {
         // Use the HuggingFace path for the model
         const modelPath = variant.path
-        const supported = await serviceHub.models().isModelSupported(modelPath, 8192)
+        const supported = await serviceHub
+          .models()
+          .isModelSupported(modelPath, 8192)
         setModelSupportStatus((prev) => ({
           ...prev,
           [modelKey]: supported,
@@ -473,12 +473,20 @@ function HubModelDetailContent() {
                                         addLocalDownloadingModel(
                                           variant.model_id
                                         )
-                                        serviceHub.models().pullModelWithMetadata(
-                                          variant.model_id,
-                                          variant.path,
-                                          modelData.mmproj_models?.[0]?.path,
-                                          huggingfaceToken
-                                        )
+                                        serviceHub
+                                          .models()
+                                          .pullModelWithMetadata(
+                                            variant.model_id,
+                                            variant.path,
+                                            (
+                                              modelData.mmproj_models?.find(
+                                                (e) =>
+                                                  e.model_id.toLowerCase() ===
+                                                  'mmproj-f16'
+                                              ) || modelData.mmproj_models?.[0]
+                                            )?.path,
+                                            huggingfaceToken
+                                          )
                                       }}
                                       className={cn(isDownloading && 'hidden')}
                                     >
diff --git a/web-app/src/routes/hub/index.tsx b/web-app/src/routes/hub/index.tsx
index 2a53a848f..be63c49b6 100644
--- a/web-app/src/routes/hub/index.tsx
+++ b/web-app/src/routes/hub/index.tsx
@@ -1,6 +1,6 @@
 /* eslint-disable @typescript-eslint/no-explicit-any */
 import { useVirtualizer } from '@tanstack/react-virtual'
-import { createFileRoute, useNavigate, useSearch } from '@tanstack/react-router'
+import { createFileRoute, useNavigate } from '@tanstack/react-router'
 import { route } from '@/constants/routes'
 import { useModelSources } from '@/hooks/useModelSources'
 import { cn } from '@/lib/utils'
@@ -34,8 +34,6 @@ import {
   TooltipTrigger,
 } from '@/components/ui/tooltip'
 import { ModelInfoHoverCard } from '@/containers/ModelInfoHoverCard'
-import Joyride, { CallBackProps, STATUS } from 'react-joyride'
-import { CustomTooltipJoyRide } from '@/containers/CustomeTooltipJoyRide'
 import {
   DropdownMenu,
   DropdownMenuContent,
@@ -51,10 +49,9 @@ import { Loader } from 'lucide-react'
 import { useTranslation } from '@/i18n/react-i18next-compat'
 import Fuse from 'fuse.js'
 import { useGeneralSetting } from '@/hooks/useGeneralSetting'
+import { DownloadButtonPlaceholder } from '@/containers/DownloadButton'
+import { useShallow } from 'zustand/shallow'
 
-type ModelProps = {
-  model: CatalogModel
-}
 type SearchParams = {
   repo: string
 }
@@ -77,7 +74,7 @@ function Hub() {
 
 function HubContent() {
   const parentRef = useRef(null)
-  const { huggingfaceToken } = useGeneralSetting()
+  const huggingfaceToken = useGeneralSetting((state) => state.huggingfaceToken)
   const serviceHub = useServiceHub()
 
   const { t } = useTranslation()
@@ -93,7 +90,13 @@ function HubContent() {
     }
   }, [])
 
-  const { sources, fetchSources, loading } = useModelSources()
+  const { sources, fetchSources, loading } = useModelSources(
+    useShallow((state) => ({
+      sources: state.sources,
+      fetchSources: state.fetchSources,
+      loading: state.loading,
+    }))
+  )
 
   const [searchValue, setSearchValue] = useState('')
   const [sortSelected, setSortSelected] = useState('newest')
@@ -108,16 +111,9 @@ function HubContent() {
   const [modelSupportStatus, setModelSupportStatus] = useState<
     Record<string, 'RED' | 'YELLOW' | 'GREEN' | 'LOADING'>
   >({})
-  const [joyrideReady, setJoyrideReady] = useState(false)
-  const [currentStepIndex, setCurrentStepIndex] = useState(0)
   const addModelSourceTimeoutRef = useRef<ReturnType<typeof setTimeout> | null>(
     null
   )
-  const downloadButtonRef = useRef<HTMLButtonElement>(null)
-  const hasTriggeredDownload = useRef(false)
-
-  const { getProviderByName } = useModelProvider()
-  const llamaProvider = getProviderByName('llamacpp')
 
   const toggleModelExpansion = (modelId: string) => {
     setExpandedModels((prev) => ({
@@ -168,9 +164,10 @@ function HubContent() {
         ?.map((model) => ({
           ...model,
           quants: model.quants.filter((variant) =>
-            llamaProvider?.models.some(
-              (m: { id: string }) => m.id === variant.model_id
-            )
+            useModelProvider
+              .getState()
+              .getProviderByName('llamacpp')
+              ?.models.some((m: { id: string }) => m.id === variant.model_id)
           ),
         }))
         .filter((model) => model.quants.length > 0)
@@ -186,7 +183,6 @@ function HubContent() {
     showOnlyDownloaded,
     huggingFaceRepo,
     searchOptions,
-    llamaProvider?.models,
   ])
 
   // The virtualizer
@@ -215,9 +211,13 @@ function HubContent() {
 
     addModelSourceTimeoutRef.current = setTimeout(async () => {
       try {
-        const repoInfo = await serviceHub.models().fetchHuggingFaceRepo(searchValue, huggingfaceToken)
+        const repoInfo = await serviceHub
+          .models()
+          .fetchHuggingFaceRepo(searchValue, huggingfaceToken)
         if (repoInfo) {
-          const catalogModel = serviceHub.models().convertHfRepoToCatalogModel(repoInfo)
+          const catalogModel = serviceHub
+            .models()
+            .convertHfRepoToCatalogModel(repoInfo)
           if (
             !sources.some(
               (s) =>
@@ -303,7 +303,9 @@ function HubContent() {
       try {
         // Use the HuggingFace path for the model
         const modelPath = variant.path
-        const supportStatus = await serviceHub.models().isModelSupported(modelPath, 8192)
+        const supportStatus = await serviceHub
+          .models()
+          .isModelSupported(modelPath, 8192)
 
         setModelSupportStatus((prev) => ({
           ...prev,
@@ -320,178 +322,7 @@ function HubContent() {
     [modelSupportStatus, serviceHub]
   )
 
-  const DownloadButtonPlaceholder = useMemo(() => {
-    return ({ model }: ModelProps) => {
-      // Check if this is a HuggingFace repository (no quants)
-      if (model.quants.length === 0) {
-        return (
-          <div className="flex items-center gap-2">
-            <Button
-              size="sm"
-              onClick={() => {
-                window.open(
-                  `https://huggingface.co/${model.model_name}`,
-                  '_blank'
-                )
-              }}
-            >
-              View on HuggingFace
-            </Button>
-          </div>
-        )
-      }
-
-      const quant =
-        model.quants.find((e) =>
-          defaultModelQuantizations.some((m) =>
-            e.model_id.toLowerCase().includes(m)
-          )
-        ) ?? model.quants[0]
-      const modelId = quant?.model_id || model.model_name
-      const modelUrl = quant?.path || modelId
-      const isDownloading =
-        localDownloadingModels.has(modelId) ||
-        downloadProcesses.some((e) => e.id === modelId)
-      const downloadProgress =
-        downloadProcesses.find((e) => e.id === modelId)?.progress || 0
-      const isDownloaded = llamaProvider?.models.some(
-        (m: { id: string }) => m.id === modelId
-      )
-      const isRecommended = isRecommendedModel(model.model_name)
-
-      const handleDownload = () => {
-        // Immediately set local downloading state
-        addLocalDownloadingModel(modelId)
-        const mmprojPath = model.mmproj_models?.[0]?.path
-        serviceHub.models().pullModelWithMetadata(
-          modelId, 
-          modelUrl,
-          mmprojPath,
-          huggingfaceToken
-        )
-      }
-
-      return (
-        <div
-          className={cn(
-            'flex items-center',
-            isRecommended && 'hub-download-button-step'
-          )}
-        >
-          {isDownloading && !isDownloaded && (
-            <div className={cn('flex items-center gap-2 w-20')}>
-              <Progress value={downloadProgress * 100} />
-              <span className="text-xs text-center text-main-view-fg/70">
-                {Math.round(downloadProgress * 100)}%
-              </span>
-            </div>
-          )}
-          {isDownloaded ? (
-            <Button
-              size="sm"
-              onClick={() => handleUseModel(modelId)}
-              data-test-id={`hub-model-${modelId}`}
-            >
-              {t('hub:use')}
-            </Button>
-          ) : (
-            <Button
-              data-test-id={`hub-model-${modelId}`}
-              size="sm"
-              onClick={handleDownload}
-              className={cn(isDownloading && 'hidden')}
-              ref={isRecommended ? downloadButtonRef : undefined}
-            >
-              {t('hub:download')}
-            </Button>
-          )}
-        </div>
-      )
-    }
-  }, [
-    localDownloadingModels,
-    downloadProcesses,
-    llamaProvider?.models,
-    isRecommendedModel,
-    t,
-    addLocalDownloadingModel,
-    huggingfaceToken,
-    handleUseModel,
-    serviceHub,
-  ])
-
-  const { step } = useSearch({ from: Route.id })
-  const isSetup = step === 'setup_local_provider'
-
-  // Wait for DOM to be ready before starting Joyride
-  useEffect(() => {
-    if (!loading && filteredModels.length > 0 && isSetup) {
-      const timer = setTimeout(() => {
-        setJoyrideReady(true)
-      }, 100)
-      return () => clearTimeout(timer)
-    } else {
-      setJoyrideReady(false)
-    }
-  }, [loading, filteredModels.length, isSetup])
-
-  const handleJoyrideCallback = (data: CallBackProps) => {
-    const { status, index } = data
-
-    if (
-      status === STATUS.FINISHED &&
-      !isDownloading &&
-      isLastStep &&
-      !hasTriggeredDownload.current
-    ) {
-      const recommendedModel = filteredModels.find((model) =>
-        isRecommendedModel(model.model_name)
-      )
-      if (recommendedModel && recommendedModel.quants[0]?.model_id) {
-        if (downloadButtonRef.current) {
-          hasTriggeredDownload.current = true
-          downloadButtonRef.current.click()
-        }
-        return
-      }
-    }
-
-    if (status === STATUS.FINISHED) {
-      navigate({
-        to: route.hub.index,
-      })
-    }
-
-    // Track current step index
-    setCurrentStepIndex(index)
-  }
-
-  // Check if any model is currently downloading
-  const isDownloading =
-    localDownloadingModels.size > 0 || downloadProcesses.length > 0
-
-  const steps = [
-    {
-      target: '.hub-model-card-step',
-      title: t('hub:joyride.recommendedModelTitle'),
-      disableBeacon: true,
-      content: t('hub:joyride.recommendedModelContent'),
-    },
-    {
-      target: '.hub-download-button-step',
-      title: isDownloading
-        ? t('hub:joyride.downloadInProgressTitle')
-        : t('hub:joyride.downloadModelTitle'),
-      disableBeacon: true,
-      content: isDownloading
-        ? t('hub:joyride.downloadInProgressContent')
-        : t('hub:joyride.downloadModelContent'),
-    },
-  ]
-
   // Check if we're on the last step
-  const isLastStep = currentStepIndex === steps.length - 1
-
   const renderFilter = () => {
     return (
       <>
@@ -544,31 +375,6 @@ function HubContent() {
 
   return (
     <>
-      <Joyride
-        run={joyrideReady}
-        floaterProps={{
-          hideArrow: true,
-        }}
-        steps={steps}
-        tooltipComponent={CustomTooltipJoyRide}
-        spotlightPadding={0}
-        continuous={true}
-        showSkipButton={!isLastStep}
-        hideCloseButton={true}
-        spotlightClicks={true}
-        disableOverlay={IS_LINUX}
-        disableOverlayClose={true}
-        callback={handleJoyrideCallback}
-        locale={{
-          back: t('hub:joyride.back'),
-          close: t('hub:joyride.close'),
-          last: !isDownloading
-            ? t('hub:joyride.lastWithDownload')
-            : t('hub:joyride.last'),
-          next: t('hub:joyride.next'),
-          skip: t('hub:joyride.skip'),
-        }}
-      />
       <div className="flex h-full w-full">
         <div className="flex flex-col h-full w-full ">
           <HeaderPage>
@@ -698,6 +504,7 @@ function HubContent() {
                                 />
                                 <DownloadButtonPlaceholder
                                   model={filteredModels[virtualItem.index]}
+                                  handleUseModel={handleUseModel}
                                 />
                               </div>
                             </div>
@@ -908,10 +715,13 @@ function HubContent() {
                                                 (e) => e.id === variant.model_id
                                               )?.progress || 0
                                             const isDownloaded =
-                                              llamaProvider?.models.some(
-                                                (m: { id: string }) =>
-                                                  m.id === variant.model_id
-                                              )
+                                              useModelProvider
+                                                .getState()
+                                                .getProviderByName('llamacpp')
+                                                ?.models.some(
+                                                  (m: { id: string }) =>
+                                                    m.id === variant.model_id
+                                                )
 
                                             if (isDownloading) {
                                               return (
@@ -962,14 +772,26 @@ function HubContent() {
                                                   addLocalDownloadingModel(
                                                     variant.model_id
                                                   )
-                                                  serviceHub.models().pullModelWithMetadata(
-                                                    variant.model_id,
-                                                    variant.path,
-                                                    filteredModels[
-                                                      virtualItem.index
-                                                    ].mmproj_models?.[0]?.path,
-                                                    huggingfaceToken
-                                                  )
+                                                  serviceHub
+                                                    .models()
+                                                    .pullModelWithMetadata(
+                                                      variant.model_id,
+                                                      variant.path,
+
+                                                      (
+                                                        filteredModels[
+                                                          virtualItem.index
+                                                        ].mmproj_models?.find(
+                                                          (e) =>
+                                                            e.model_id.toLowerCase() ===
+                                                            'mmproj-f16'
+                                                        ) ||
+                                                        filteredModels[
+                                                          virtualItem.index
+                                                        ].mmproj_models?.[0]
+                                                      )?.path,
+                                                      huggingfaceToken
+                                                    )
                                                 }}
                                               >
                                                 <IconDownload
diff --git a/web-app/src/services/__tests__/models.test.ts b/web-app/src/services/__tests__/models.test.ts
index 1daf11528..7daa83228 100644
--- a/web-app/src/services/__tests__/models.test.ts
+++ b/web-app/src/services/__tests__/models.test.ts
@@ -22,7 +22,7 @@ Object.defineProperty(global, 'MODEL_CATALOG_URL', {
 
 describe('DefaultModelsService', () => {
   let modelsService: DefaultModelsService
-  
+
   const mockEngine = {
     list: vi.fn(),
     updateSettings: vi.fn(),
@@ -246,7 +246,9 @@ describe('DefaultModelsService', () => {
       })
       mockEngine.load.mockRejectedValue(error)
 
-      await expect(modelsService.startModel(provider, model)).rejects.toThrow(error)
+      await expect(modelsService.startModel(provider, model)).rejects.toThrow(
+        error
+      )
     })
     it('should not load model again', async () => {
       const mockSettings = {
@@ -263,7 +265,9 @@ describe('DefaultModelsService', () => {
         includes: () => true,
       })
       expect(mockEngine.load).toBeCalledTimes(0)
-      await expect(modelsService.startModel(provider, model)).resolves.toBe(undefined)
+      await expect(modelsService.startModel(provider, model)).resolves.toBe(
+        undefined
+      )
     })
   })
 
@@ -312,7 +316,9 @@ describe('DefaultModelsService', () => {
         json: vi.fn().mockResolvedValue(mockRepoData),
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toEqual(mockRepoData)
       expect(fetch).toHaveBeenCalledWith(
@@ -342,7 +348,9 @@ describe('DefaultModelsService', () => {
       )
 
       // Test with domain prefix
-      await modelsService.fetchHuggingFaceRepo('huggingface.co/microsoft/DialoGPT-medium')
+      await modelsService.fetchHuggingFaceRepo(
+        'huggingface.co/microsoft/DialoGPT-medium'
+      )
       expect(fetch).toHaveBeenCalledWith(
         'https://huggingface.co/api/models/microsoft/DialoGPT-medium?blobs=true&files_metadata=true',
         {
@@ -365,7 +373,9 @@ describe('DefaultModelsService', () => {
       expect(await modelsService.fetchHuggingFaceRepo('')).toBeNull()
 
       // Test string without slash
-      expect(await modelsService.fetchHuggingFaceRepo('invalid-repo')).toBeNull()
+      expect(
+        await modelsService.fetchHuggingFaceRepo('invalid-repo')
+      ).toBeNull()
 
       // Test whitespace only
       expect(await modelsService.fetchHuggingFaceRepo('   ')).toBeNull()
@@ -378,7 +388,8 @@ describe('DefaultModelsService', () => {
         statusText: 'Not Found',
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('nonexistent/model')
+      const result =
+        await modelsService.fetchHuggingFaceRepo('nonexistent/model')
 
       expect(result).toBeNull()
       expect(fetch).toHaveBeenCalledWith(
@@ -398,7 +409,9 @@ describe('DefaultModelsService', () => {
         statusText: 'Internal Server Error',
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toBeNull()
       expect(consoleSpy).toHaveBeenCalledWith(
@@ -414,7 +427,9 @@ describe('DefaultModelsService', () => {
 
       ;(fetch as any).mockRejectedValue(new Error('Network error'))
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toBeNull()
       expect(consoleSpy).toHaveBeenCalledWith(
@@ -448,7 +463,9 @@ describe('DefaultModelsService', () => {
         json: vi.fn().mockResolvedValue(mockRepoData),
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toEqual(mockRepoData)
     })
@@ -487,7 +504,9 @@ describe('DefaultModelsService', () => {
         json: vi.fn().mockResolvedValue(mockRepoData),
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toEqual(mockRepoData)
     })
@@ -531,7 +550,9 @@ describe('DefaultModelsService', () => {
         json: vi.fn().mockResolvedValue(mockRepoData),
       })
 
-      const result = await modelsService.fetchHuggingFaceRepo('microsoft/DialoGPT-medium')
+      const result = await modelsService.fetchHuggingFaceRepo(
+        'microsoft/DialoGPT-medium'
+      )
 
       expect(result).toEqual(mockRepoData)
       // Verify the GGUF file is present in siblings
@@ -576,7 +597,8 @@ describe('DefaultModelsService', () => {
     }
 
     it('should convert HuggingFace repo to catalog model format', () => {
-      const result = modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
 
       const expected: CatalogModel = {
         model_name: 'microsoft/DialoGPT-medium',
@@ -586,12 +608,12 @@ describe('DefaultModelsService', () => {
         num_quants: 2,
         quants: [
           {
-            model_id: 'model-q4_0',
+            model_id: 'microsoft/model-q4_0',
             path: 'https://huggingface.co/microsoft/DialoGPT-medium/resolve/main/model-q4_0.gguf',
             file_size: '2.0 GB',
           },
           {
-            model_id: 'model-q8_0',
+            model_id: 'microsoft/model-q8_0',
             path: 'https://huggingface.co/microsoft/DialoGPT-medium/resolve/main/model-q8_0.GGUF',
             file_size: '4.0 GB',
           },
@@ -635,7 +657,8 @@ describe('DefaultModelsService', () => {
         siblings: undefined,
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithoutSiblings)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithoutSiblings)
 
       expect(result.num_quants).toBe(0)
       expect(result.quants).toEqual([])
@@ -663,7 +686,9 @@ describe('DefaultModelsService', () => {
         ],
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithVariousFileSizes)
+      const result = modelsService.convertHfRepoToCatalogModel(
+        repoWithVariousFileSizes
+      )
 
       expect(result.quants[0].file_size).toBe('500.0 MB')
       expect(result.quants[1].file_size).toBe('3.5 GB')
@@ -676,7 +701,8 @@ describe('DefaultModelsService', () => {
         tags: [],
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithEmptyTags)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithEmptyTags)
 
       expect(result.description).toBe('**Tags**: ')
     })
@@ -687,7 +713,8 @@ describe('DefaultModelsService', () => {
         downloads: undefined as any,
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithoutDownloads)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithoutDownloads)
 
       expect(result.downloads).toBe(0)
     })
@@ -714,15 +741,17 @@ describe('DefaultModelsService', () => {
         ],
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithVariousGGUF)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithVariousGGUF)
 
-      expect(result.quants[0].model_id).toBe('model')
-      expect(result.quants[1].model_id).toBe('MODEL')
-      expect(result.quants[2].model_id).toBe('complex-model-name')
+      expect(result.quants[0].model_id).toBe('microsoft/model')
+      expect(result.quants[1].model_id).toBe('microsoft/MODEL')
+      expect(result.quants[2].model_id).toBe('microsoft/complex-model-name')
     })
 
     it('should generate correct download paths', () => {
-      const result = modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
 
       expect(result.quants[0].path).toBe(
         'https://huggingface.co/microsoft/DialoGPT-medium/resolve/main/model-q4_0.gguf'
@@ -733,7 +762,8 @@ describe('DefaultModelsService', () => {
     })
 
     it('should generate correct readme URL', () => {
-      const result = modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(mockHuggingFaceRepo)
 
       expect(result.readme).toBe(
         'https://huggingface.co/microsoft/DialoGPT-medium/resolve/main/README.md'
@@ -767,13 +797,14 @@ describe('DefaultModelsService', () => {
         ],
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithMixedCase)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithMixedCase)
 
       expect(result.num_quants).toBe(3)
       expect(result.quants).toHaveLength(3)
-      expect(result.quants[0].model_id).toBe('model-1')
-      expect(result.quants[1].model_id).toBe('model-2')
-      expect(result.quants[2].model_id).toBe('model-3')
+      expect(result.quants[0].model_id).toBe('microsoft/model-1')
+      expect(result.quants[1].model_id).toBe('microsoft/model-2')
+      expect(result.quants[2].model_id).toBe('microsoft/model-3')
     })
 
     it('should handle edge cases with file size formatting', () => {
@@ -798,7 +829,8 @@ describe('DefaultModelsService', () => {
         ],
       }
 
-      const result = modelsService.convertHfRepoToCatalogModel(repoWithEdgeCases)
+      const result =
+        modelsService.convertHfRepoToCatalogModel(repoWithEdgeCases)
 
       expect(result.quants[0].file_size).toBe('0.0 MB')
       expect(result.quants[1].file_size).toBe('1.0 GB')
@@ -850,7 +882,10 @@ describe('DefaultModelsService', () => {
 
       mockEngineManager.get.mockReturnValue(mockEngineWithSupport)
 
-      const result = await modelsService.isModelSupported('/path/to/model.gguf', 4096)
+      const result = await modelsService.isModelSupported(
+        '/path/to/model.gguf',
+        4096
+      )
 
       expect(result).toBe('GREEN')
       expect(mockEngineWithSupport.isModelSupported).toHaveBeenCalledWith(
@@ -867,7 +902,10 @@ describe('DefaultModelsService', () => {
 
       mockEngineManager.get.mockReturnValue(mockEngineWithSupport)
 
-      const result = await modelsService.isModelSupported('/path/to/model.gguf', 8192)
+      const result = await modelsService.isModelSupported(
+        '/path/to/model.gguf',
+        8192
+      )
 
       expect(result).toBe('YELLOW')
       expect(mockEngineWithSupport.isModelSupported).toHaveBeenCalledWith(
@@ -884,7 +922,9 @@ describe('DefaultModelsService', () => {
 
       mockEngineManager.get.mockReturnValue(mockEngineWithSupport)
 
-      const result = await modelsService.isModelSupported('/path/to/large-model.gguf')
+      const result = await modelsService.isModelSupported(
+        '/path/to/large-model.gguf'
+      )
 
       expect(result).toBe('RED')
       expect(mockEngineWithSupport.isModelSupported).toHaveBeenCalledWith(
diff --git a/web-app/src/services/models/default.ts b/web-app/src/services/models/default.ts
index 5a31f3993..186706334 100644
--- a/web-app/src/services/models/default.ts
+++ b/web-app/src/services/models/default.ts
@@ -30,6 +30,10 @@ export class DefaultModelsService implements ModelsService {
     return EngineManager.instance().get(provider) as AIEngine | undefined
   }
 
+  async getModel(modelId: string): Promise<modelInfo | undefined> {
+    return this.getEngine()?.get(modelId)
+  }
+
   async fetchModels(): Promise<modelInfo[]> {
     return this.getEngine()?.list() ?? []
   }
@@ -127,7 +131,7 @@ export class DefaultModelsService implements ModelsService {
       const modelId = file.rfilename.replace(/\.gguf$/i, '')
 
       return {
-        model_id: sanitizeModelId(modelId),
+        model_id: `${repo.author}/${sanitizeModelId(modelId)}`,
         path: `https://huggingface.co/${repo.modelId}/resolve/main/${file.rfilename}`,
         file_size: formatFileSize(file.size),
       }
diff --git a/web-app/src/services/models/types.ts b/web-app/src/services/models/types.ts
index 5bf66b8bf..d92dae38a 100644
--- a/web-app/src/services/models/types.ts
+++ b/web-app/src/services/models/types.ts
@@ -90,6 +90,7 @@ export interface ModelPlan {
 }
 
 export interface ModelsService {
+  getModel(modelId: string): Promise<modelInfo | undefined>
   fetchModels(): Promise<modelInfo[]>
   fetchModelCatalog(): Promise<ModelCatalog>
   fetchHuggingFaceRepo(

From e322e46e4b2f146ecf42c0fd1c0ad276deb21106 Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Wed, 24 Sep 2025 18:29:03 +0700
Subject: [PATCH 03/22] chore: separate windows install script

---
 package.json                            |  3 +-
 scripts/download-lib.mjs                | 19 ------
 scripts/download-win-installer-deps.mjs | 83 +++++++++++++++++++++++++
 3 files changed, 85 insertions(+), 20 deletions(-)
 create mode 100644 scripts/download-win-installer-deps.mjs

diff --git a/package.json b/package.json
index 2ec212088..50eb8ecaf 100644
--- a/package.json
+++ b/package.json
@@ -27,7 +27,8 @@
     "copy:assets:tauri": "cpx \"pre-install/*.tgz\" \"src-tauri/resources/pre-install/\" && cpx \"LICENSE\" \"src-tauri/resources/\"",
     "download:lib": "node ./scripts/download-lib.mjs",
     "download:bin": "node ./scripts/download-bin.mjs",
-    "build:tauri:win32": "yarn download:bin && yarn download:lib && yarn tauri build",
+    "download:windows-installer": "node ./scripts/download-win-installer-deps.mjs",
+    "build:tauri:win32": "yarn download:bin && yarn download:lib && yarn download:windows-installer && yarn tauri build",
     "build:tauri:linux": "yarn download:bin && yarn download:lib && NO_STRIP=1 ./src-tauri/build-utils/shim-linuxdeploy.sh yarn tauri build && ./src-tauri/build-utils/buildAppImage.sh",
     "build:tauri:darwin": "yarn download:bin && yarn tauri build --target universal-apple-darwin",
     "build:tauri": "yarn build:icon && yarn copy:assets:tauri && run-script-os",
diff --git a/scripts/download-lib.mjs b/scripts/download-lib.mjs
index 6075a18d1..d2086b36e 100644
--- a/scripts/download-lib.mjs
+++ b/scripts/download-lib.mjs
@@ -77,25 +77,6 @@ async function main() {
     // Expect EEXIST error
   }
 
-  // Download VC++ Redistributable 17
-  if (platform == 'win32') {
-    const vcFilename = 'vc_redist.x64.exe'
-    const vcUrl = 'https://aka.ms/vs/17/release/vc_redist.x64.exe'
-    
-    console.log(`Downloading VC++ Redistributable...`)
-    const vcSavePath = path.join(tempDir, vcFilename)
-    if (!fs.existsSync(vcSavePath)) {
-      await download(vcUrl, vcSavePath)
-    }
-
-    // copy to tauri resources
-    try {
-      copySync(vcSavePath, libDir)
-    } catch (err) {
-      // Expect EEXIST error
-    }
-  }
-
   console.log('Downloads completed.')
 }
 
diff --git a/scripts/download-win-installer-deps.mjs b/scripts/download-win-installer-deps.mjs
new file mode 100644
index 000000000..33bbbe04b
--- /dev/null
+++ b/scripts/download-win-installer-deps.mjs
@@ -0,0 +1,83 @@
+console.log('Downloading Windows installer dependencies...')
+// scripts/download-win-installer-deps.mjs
+import https from 'https'
+import fs, { mkdirSync } from 'fs'
+import os from 'os'
+import path from 'path'
+import { copySync } from 'cpx'
+
+function download(url, dest) {
+  return new Promise((resolve, reject) => {
+    console.log(`Downloading ${url} to ${dest}`)
+    const file = fs.createWriteStream(dest)
+    https
+      .get(url, (response) => {
+        console.log(`Response status code: ${response.statusCode}`)
+        if (
+          response.statusCode >= 300 &&
+          response.statusCode < 400 &&
+          response.headers.location
+        ) {
+          // Handle redirect
+          const redirectURL = response.headers.location
+          console.log(`Redirecting to ${redirectURL}`)
+          download(redirectURL, dest).then(resolve, reject) // Recursive call
+          return
+        } else if (response.statusCode !== 200) {
+          reject(`Failed to get '${url}' (${response.statusCode})`)
+          return
+        }
+        response.pipe(file)
+        file.on('finish', () => {
+          file.close(resolve)
+        })
+      })
+      .on('error', (err) => {
+        fs.unlink(dest, () => reject(err.message))
+      })
+  })
+}
+
+async function main() {
+  console.log('Starting Windows installer dependencies download')
+  const platform = os.platform() // 'darwin', 'linux', 'win32'
+  const arch = os.arch() // 'x64', 'arm64', etc.
+
+  if (arch != 'x64') return
+
+
+  const libDir = 'src-tauri/resources/lib'
+  const tempDir = 'scripts/dist'
+
+  try {
+    mkdirSync('scripts/dist')
+  } catch (err) {
+    // Expect EEXIST error if the directory already exists
+  }
+
+  // Download VC++ Redistributable 17
+  if (platform == 'win32') {
+    const vcFilename = 'vc_redist.x64.exe'
+    const vcUrl = 'https://aka.ms/vs/17/release/vc_redist.x64.exe'
+    
+    console.log(`Downloading VC++ Redistributable...`)
+    const vcSavePath = path.join(tempDir, vcFilename)
+    if (!fs.existsSync(vcSavePath)) {
+      await download(vcUrl, vcSavePath)
+    }
+
+    // copy to tauri resources
+    try {
+      copySync(vcSavePath, libDir)
+    } catch (err) {
+      // Expect EEXIST error
+    }
+  }
+
+  console.log('Windows installer dependencies downloads completed.')
+}
+
+main().catch((err) => {
+  console.error('Error:', err)
+  process.exit(1)
+})

From 23f14ebbb71fb14fe00f4524a3af05c0f2f48732 Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Wed, 24 Sep 2025 19:02:18 +0700
Subject: [PATCH 04/22] fix: window dependencies not downloaded during tests

---
 Makefile | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/Makefile b/Makefile
index 085e42e74..9a03ddaad 100644
--- a/Makefile
+++ b/Makefile
@@ -72,6 +72,9 @@ lint: install-and-build
 test: lint
 	yarn download:bin
 	yarn download:lib
+ifeq ($(OS),Windows_NT)
+	yarn download:windows-installer
+endif
 	yarn test
 	yarn copy:assets:tauri
 	yarn build:icon

From e7a1a06395c5ba0d224d11efe2f6678bf91facb5 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 10:12:08 +0700
Subject: [PATCH 05/22] feat: thread organization folder

---
 web-app/src/constants/localStorage.ts         |   1 +
 web-app/src/constants/routes.ts               |   2 +
 web-app/src/containers/ChatInput.tsx          |  33 +-
 web-app/src/containers/LeftPanel.tsx          | 318 ++++++++++++----
 web-app/src/containers/ThreadList.tsx         | 355 ++++++++++++------
 .../containers/dialogs/AddProjectDialog.tsx   | 125 ++++++
 .../dialogs/DeleteProjectDialog.tsx           |  85 +++++
 web-app/src/containers/dialogs/index.ts       |   3 +-
 web-app/src/hooks/useThreadManagement.ts      |  82 ++++
 web-app/src/hooks/useThreads.ts               |  59 ++-
 web-app/src/locales/de-DE/common.json         | 162 +++++++-
 web-app/src/locales/en/common.json            |  75 ++++
 web-app/src/locales/id/common.json            |  83 ++++
 web-app/src/locales/pl/common.json            |  47 +++
 web-app/src/locales/vn/common.json            |   1 +
 web-app/src/locales/zh-CN/common.json         |   1 +
 web-app/src/locales/zh-TW/common.json         |   1 +
 web-app/src/routeTree.gen.ts                  |  54 ++-
 web-app/src/routes/assistant.tsx              | 106 +++---
 web-app/src/routes/project/$projectId.tsx     | 143 +++++++
 web-app/src/routes/project/index.tsx          | 244 ++++++++++++
 web-app/src/services/threads/default.ts       |   9 +-
 web-app/src/types/threads.d.ts                |  10 +-
 23 files changed, 1735 insertions(+), 264 deletions(-)
 create mode 100644 web-app/src/containers/dialogs/AddProjectDialog.tsx
 create mode 100644 web-app/src/containers/dialogs/DeleteProjectDialog.tsx
 create mode 100644 web-app/src/hooks/useThreadManagement.ts
 create mode 100644 web-app/src/routes/project/$projectId.tsx
 create mode 100644 web-app/src/routes/project/index.tsx

diff --git a/web-app/src/constants/localStorage.ts b/web-app/src/constants/localStorage.ts
index ae744837b..f13f5fcab 100644
--- a/web-app/src/constants/localStorage.ts
+++ b/web-app/src/constants/localStorage.ts
@@ -21,4 +21,5 @@ export const localStorageKey = {
   lastUsedAssistant: 'last-used-assistant',
   favoriteModels: 'favorite-models',
   setupCompleted: 'setup-completed',
+  threadManagement: 'thread-management',
 }
diff --git a/web-app/src/constants/routes.ts b/web-app/src/constants/routes.ts
index 97f95631d..f1f870dd5 100644
--- a/web-app/src/constants/routes.ts
+++ b/web-app/src/constants/routes.ts
@@ -3,6 +3,8 @@ export const route = {
   home: '/',
   appLogs: '/logs',
   assistant: '/assistant',
+  project: '/project',
+  projectDetail: '/project/$projectId',
   settings: {
     index: '/settings',
     model_providers: '/settings/providers',
diff --git a/web-app/src/containers/ChatInput.tsx b/web-app/src/containers/ChatInput.tsx
index c5743647b..cba580ebd 100644
--- a/web-app/src/containers/ChatInput.tsx
+++ b/web-app/src/containers/ChatInput.tsx
@@ -4,6 +4,7 @@ import TextareaAutosize from 'react-textarea-autosize'
 import { cn } from '@/lib/utils'
 import { usePrompt } from '@/hooks/usePrompt'
 import { useThreads } from '@/hooks/useThreads'
+import { useThreadManagement } from '@/hooks/useThreadManagement'
 import { useCallback, useEffect, useRef, useState } from 'react'
 import { Button } from '@/components/ui/button'
 import {
@@ -43,9 +44,15 @@ type ChatInputProps = {
   showSpeedToken?: boolean
   model?: ThreadModel
   initialMessage?: boolean
+  projectId?: string
 }
 
-const ChatInput = ({ model, className, initialMessage }: ChatInputProps) => {
+const ChatInput = ({
+  model,
+  className,
+  initialMessage,
+  projectId,
+}: ChatInputProps) => {
   const textareaRef = useRef<HTMLTextAreaElement>(null)
   const [isFocused, setIsFocused] = useState(false)
   const [rows, setRows] = useState(1)
@@ -58,6 +65,8 @@ const ChatInput = ({ model, className, initialMessage }: ChatInputProps) => {
   const prompt = usePrompt((state) => state.prompt)
   const setPrompt = usePrompt((state) => state.setPrompt)
   const currentThreadId = useThreads((state) => state.currentThreadId)
+  const updateThread = useThreads((state) => state.updateThread)
+  const { getFolderById } = useThreadManagement()
   const { t } = useTranslation()
   const spellCheckChatInput = useGeneralSetting(
     (state) => state.spellCheckChatInput
@@ -177,6 +186,28 @@ const ChatInput = ({ model, className, initialMessage }: ChatInputProps) => {
       uploadedFiles.length > 0 ? uploadedFiles : undefined
     )
     setUploadedFiles([])
+
+    // Handle project assignment for new threads
+    if (projectId && !currentThreadId) {
+      const project = getFolderById(projectId)
+      if (project) {
+        // Use setTimeout to ensure the thread is created first
+        setTimeout(() => {
+          const newCurrentThreadId = useThreads.getState().currentThreadId
+          if (newCurrentThreadId) {
+            updateThread(newCurrentThreadId, {
+              metadata: {
+                project: {
+                  id: project.id,
+                  name: project.name,
+                  updated_at: project.updated_at,
+                },
+              },
+            })
+          }
+        }, 100)
+      }
+    }
   }
 
   useEffect(() => {
diff --git a/web-app/src/containers/LeftPanel.tsx b/web-app/src/containers/LeftPanel.tsx
index 67e35fab2..cef872119 100644
--- a/web-app/src/containers/LeftPanel.tsx
+++ b/web-app/src/containers/LeftPanel.tsx
@@ -4,14 +4,18 @@ import { cn } from '@/lib/utils'
 import {
   IconLayoutSidebar,
   IconDots,
-  IconCirclePlusFilled,
-  IconSettingsFilled,
+  IconCirclePlus,
+  IconSettings,
   IconStar,
-  IconMessageFilled,
-  IconAppsFilled,
+  IconFolderPlus,
+  IconMessage,
+  IconApps,
   IconX,
   IconSearch,
-  IconClipboardSmileFilled,
+  IconClipboardSmile,
+  IconFolder,
+  IconPencil,
+  IconTrash,
 } from '@tabler/icons-react'
 import { route } from '@/constants/routes'
 import ThreadList from './ThreadList'
@@ -28,6 +32,7 @@ import { UserProfileMenu } from '@/containers/auth/UserProfileMenu'
 import { useAuth } from '@/hooks/useAuth'
 
 import { useThreads } from '@/hooks/useThreads'
+import { useThreadManagement } from '@/hooks/useThreadManagement'
 
 import { useTranslation } from '@/i18n/react-i18next-compat'
 import { useMemo, useState, useEffect, useRef } from 'react'
@@ -37,38 +42,40 @@ import { useSmallScreen } from '@/hooks/useMediaQuery'
 import { useClickOutside } from '@/hooks/useClickOutside'
 
 import { DeleteAllThreadsDialog } from '@/containers/dialogs'
+import AddProjectDialog from '@/containers/dialogs/AddProjectDialog'
+import { DeleteProjectDialog } from '@/containers/dialogs/DeleteProjectDialog'
 
 const mainMenus = [
   {
     title: 'common:newChat',
-    icon: IconCirclePlusFilled,
+    icon: IconCirclePlus,
     route: route.home,
     isEnabled: true,
   },
+  {
+    title: 'Projects',
+    icon: IconFolderPlus,
+    route: route.project,
+    isEnabled: true,
+  },
   {
     title: 'common:assistants',
-    icon: IconClipboardSmileFilled,
+    icon: IconClipboardSmile,
     route: route.assistant,
     isEnabled: PlatformFeatures[PlatformFeature.ASSISTANTS],
   },
   {
     title: 'common:hub',
-    icon: IconAppsFilled,
+    icon: IconApps,
     route: route.hub.index,
     isEnabled: PlatformFeatures[PlatformFeature.MODEL_HUB],
   },
   {
     title: 'common:settings',
-    icon: IconSettingsFilled,
+    icon: IconSettings,
     route: route.settings.general,
     isEnabled: true,
   },
-  {
-    title: 'common:authentication',
-    icon: null,
-    route: null,
-    isEnabled: PlatformFeatures[PlatformFeature.AUTHENTICATION],
-  },
 ]
 
 const LeftPanel = () => {
@@ -152,20 +159,65 @@ const LeftPanel = () => {
   const getFilteredThreads = useThreads((state) => state.getFilteredThreads)
   const threads = useThreads((state) => state.threads)
 
+  const { folders, addFolder, updateFolder, deleteFolder, getFolderById } =
+    useThreadManagement()
+
+  // Project dialog states
+  const [projectDialogOpen, setProjectDialogOpen] = useState(false)
+  const [editingProjectKey, setEditingProjectKey] = useState<string | null>(
+    null
+  )
+  const [deleteProjectConfirmOpen, setDeleteProjectConfirmOpen] =
+    useState(false)
+  const [deletingProjectId, setDeletingProjectId] = useState<string | null>(
+    null
+  )
+
   const filteredThreads = useMemo(() => {
     return getFilteredThreads(searchTerm)
     // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [getFilteredThreads, searchTerm, threads])
 
+  const filteredProjects = useMemo(() => {
+    if (!searchTerm) return folders
+    return folders.filter((folder) =>
+      folder.name.toLowerCase().includes(searchTerm.toLowerCase())
+    )
+  }, [folders, searchTerm])
+
   // Memoize categorized threads based on filteredThreads
   const favoritedThreads = useMemo(() => {
     return filteredThreads.filter((t) => t.isFavorite)
   }, [filteredThreads])
 
   const unFavoritedThreads = useMemo(() => {
-    return filteredThreads.filter((t) => !t.isFavorite)
+    return filteredThreads.filter((t) => !t.isFavorite && !t.metadata?.project)
   }, [filteredThreads])
 
+  // Project handlers
+  const handleProjectDelete = (id: string) => {
+    setDeletingProjectId(id)
+    setDeleteProjectConfirmOpen(true)
+  }
+
+  const confirmProjectDelete = () => {
+    if (deletingProjectId) {
+      deleteFolder(deletingProjectId)
+      setDeleteProjectConfirmOpen(false)
+      setDeletingProjectId(null)
+    }
+  }
+
+  const handleProjectSave = (name: string) => {
+    if (editingProjectKey) {
+      updateFolder(editingProjectKey, name)
+    } else {
+      addFolder(name)
+    }
+    setProjectDialogOpen(false)
+    setEditingProjectKey(null)
+  }
+
   // Disable body scroll when panel is open on small screens
   useEffect(() => {
     if (isSmallScreen && open) {
@@ -260,15 +312,12 @@ const LeftPanel = () => {
           )}
         </div>
 
-        <div className="flex flex-col justify-between overflow-hidden mt-0 !h-[calc(100%-42px)] ">
-          <div className={cn('flex flex-col !h-[calc(100%-200px)]')}>
+        <div className="flex flex-col gap-y-1 overflow-hidden mt-0 !h-[calc(100%-42px)]">
+          <div className="space-y-1 py-1">
             {IS_MACOS && (
               <div
                 ref={searchContainerMacRef}
-                className={cn(
-                  'relative mb-4 mt-1',
-                  isResizableContext ? 'mx-2' : 'mx-1'
-                )}
+                className={cn('relative mb-2 mt-1 mx-1')}
                 data-ignore-outside-clicks
               >
                 <IconSearch className="absolute size-4 top-1/2 left-2 -translate-y-1/2 text-left-panel-fg/50" />
@@ -294,7 +343,151 @@ const LeftPanel = () => {
                 )}
               </div>
             )}
-            <div className="flex flex-col w-full overflow-y-auto overflow-x-hidden">
+
+            {mainMenus.map((menu) => {
+              if (!menu.isEnabled) {
+                return null
+              }
+
+              // Handle authentication menu specially
+              if (menu.title === 'common:authentication') {
+                return (
+                  <div key={menu.title}>
+                    <div className="mx-1 my-2 border-t border-left-panel-fg/5" />
+                    {isAuthenticated ? (
+                      <UserProfileMenu />
+                    ) : (
+                      <AuthLoginButton />
+                    )}
+                  </div>
+                )
+              }
+
+              // Regular menu items must have route and icon
+              if (!menu.route || !menu.icon) return null
+
+              const isActive = (() => {
+                // Settings routes
+                if (menu.route.includes(route.settings.index)) {
+                  return currentPath.includes(route.settings.index)
+                }
+
+                // Default exact match for other routes
+                return currentPath === menu.route
+              })()
+              return (
+                <Link
+                  key={menu.title}
+                  to={menu.route}
+                  onClick={() => isSmallScreen && setLeftPanel(false)}
+                  data-test-id={`menu-${menu.title}`}
+                  activeOptions={{ exact: true }}
+                  className={cn(
+                    'flex items-center gap-1.5 cursor-pointer hover:bg-left-panel-fg/10 py-1 px-1 rounded',
+                    isActive && 'bg-left-panel-fg/10'
+                  )}
+                >
+                  <menu.icon size={18} className="text-left-panel-fg/70" />
+                  <span className="font-medium text-left-panel-fg/90">
+                    {t(menu.title)}
+                  </span>
+                </Link>
+              )
+            })}
+          </div>
+
+          {filteredProjects.length > 0 && (
+            <div className="space-y-1 py-1">
+              <div className="flex items-center justify-between mb-2">
+                <span className="block text-xs text-left-panel-fg/50 px-1 font-semibold">
+                  Projects
+                </span>
+              </div>
+              <div className="flex flex-col">
+                {filteredProjects
+                  .slice()
+                  .sort((a, b) => b.updated_at - a.updated_at)
+                  .map((folder) => {
+                    const ProjectItem = () => {
+                      const [openDropdown, setOpenDropdown] = useState(false)
+                      const isProjectActive =
+                        currentPath === `/project/${folder.id}`
+
+                      return (
+                        <div key={folder.id} className="mb-1">
+                          <div
+                            className={cn(
+                              'rounded hover:bg-left-panel-fg/10 flex items-center justify-between gap-2 px-1.5 group/project-list transition-all cursor-pointer',
+                              isProjectActive && 'bg-left-panel-fg/10'
+                            )}
+                          >
+                            <Link
+                              to="/project/$projectId"
+                              params={{ projectId: folder.id }}
+                              onClick={() =>
+                                isSmallScreen && setLeftPanel(false)
+                              }
+                              className="py-1 pr-2 truncate flex items-center gap-2 flex-1"
+                            >
+                              <IconFolder
+                                size={16}
+                                className="text-left-panel-fg/70"
+                              />
+                              <span className="text-sm text-left-panel-fg/90">
+                                {folder.name}
+                              </span>
+                            </Link>
+                            <div className="flex items-center">
+                              <DropdownMenu
+                                open={openDropdown}
+                                onOpenChange={(open) => setOpenDropdown(open)}
+                              >
+                                <DropdownMenuTrigger asChild>
+                                  <IconDots
+                                    size={14}
+                                    className="text-left-panel-fg/60 shrink-0 cursor-pointer px-0.5 -mr-1 data-[state=open]:bg-left-panel-fg/10 rounded group-hover/project-list:data-[state=closed]:size-5 size-5 data-[state=closed]:size-0"
+                                    onClick={(e) => {
+                                      e.preventDefault()
+                                      e.stopPropagation()
+                                    }}
+                                  />
+                                </DropdownMenuTrigger>
+                                <DropdownMenuContent side="bottom" align="end">
+                                  <DropdownMenuItem
+                                    onClick={(e) => {
+                                      e.stopPropagation()
+                                      setEditingProjectKey(folder.id)
+                                      setProjectDialogOpen(true)
+                                    }}
+                                  >
+                                    <IconPencil size={16} />
+                                    <span>Edit</span>
+                                  </DropdownMenuItem>
+                                  <DropdownMenuItem
+                                    onClick={(e) => {
+                                      e.stopPropagation()
+                                      handleProjectDelete(folder.id)
+                                    }}
+                                  >
+                                    <IconTrash size={16} />
+                                    <span>Delete</span>
+                                  </DropdownMenuItem>
+                                </DropdownMenuContent>
+                              </DropdownMenu>
+                            </div>
+                          </div>
+                        </div>
+                      )
+                    }
+
+                    return <ProjectItem key={folder.id} />
+                  })}
+              </div>
+            </div>
+          )}
+
+          <div className="flex flex-col h-full overflow-y-scroll w-[calc(100%+6px)]">
+            <div className="flex flex-col w-full h-full overflow-y-auto overflow-x-hidden">
               <div className="h-full w-full overflow-y-auto">
                 {favoritedThreads.length > 0 && (
                   <>
@@ -397,7 +590,7 @@ const LeftPanel = () => {
                   <>
                     <div className="px-1 mt-2">
                       <div className="flex items-center gap-1 text-left-panel-fg/80">
-                        <IconMessageFilled size={18} />
+                        <IconMessage size={18} />
                         <h6 className="font-medium text-base">
                           {t('common:noThreadsYet')}
                         </h6>
@@ -414,59 +607,36 @@ const LeftPanel = () => {
                 </div>
               </div>
             </div>
+            {PlatformFeatures[PlatformFeature.AUTHENTICATION] && (
+              <div className="space-y-1 shrink-0 py-1">
+                <div>
+                  <div className="mx-1 my-2 border-t border-left-panel-fg/5" />
+                  {isAuthenticated ? <UserProfileMenu /> : <AuthLoginButton />}
+                </div>
+              </div>
+            )}
+
+            <DownloadManagement />
           </div>
-
-          <div className="space-y-1 shrink-0 py-1 mt-2">
-            {mainMenus.map((menu) => {
-              if (!menu.isEnabled) {
-                return null
-              }
-
-              // Handle authentication menu specially
-              if (menu.title === 'common:authentication') {
-                return (
-                  <div key={menu.title}>
-                    <div className="mx-1 my-2 border-t border-left-panel-fg/5" />
-                    {isAuthenticated ? (
-                      <UserProfileMenu />
-                    ) : (
-                      <AuthLoginButton />
-                    )}
-                  </div>
-                )
-              }
-
-              // Regular menu items must have route and icon
-              if (!menu.route || !menu.icon) return null
-
-              const isActive =
-                currentPath.includes(route.settings.index) &&
-                menu.route.includes(route.settings.index)
-              return (
-                <Link
-                  key={menu.title}
-                  to={menu.route}
-                  onClick={() => isSmallScreen && setLeftPanel(false)}
-                  data-test-id={`menu-${menu.title}`}
-                  className={cn(
-                    'flex items-center gap-1.5 cursor-pointer hover:bg-left-panel-fg/10 py-1 px-1 rounded',
-                    isActive
-                      ? 'bg-left-panel-fg/10'
-                      : '[&.active]:bg-left-panel-fg/10'
-                  )}
-                >
-                  <menu.icon size={18} className="text-left-panel-fg/70" />
-                  <span className="font-medium text-left-panel-fg/90">
-                    {t(menu.title)}
-                  </span>
-                </Link>
-              )
-            })}
-          </div>
-
-          <DownloadManagement />
         </div>
       </aside>
+
+      {/* Project Dialogs */}
+      <AddProjectDialog
+        open={projectDialogOpen}
+        onOpenChange={setProjectDialogOpen}
+        editingKey={editingProjectKey}
+        initialData={
+          editingProjectKey ? getFolderById(editingProjectKey) : undefined
+        }
+        onSave={handleProjectSave}
+      />
+      <DeleteProjectDialog
+        open={deleteProjectConfirmOpen}
+        onOpenChange={setDeleteProjectConfirmOpen}
+        onConfirm={confirmProjectDelete}
+        projectName={deletingProjectId ? getFolderById(deletingProjectId)?.name : undefined}
+      />
     </>
   )
 }
diff --git a/web-app/src/containers/ThreadList.tsx b/web-app/src/containers/ThreadList.tsx
index 672fc3ebc..40f0e0216 100644
--- a/web-app/src/containers/ThreadList.tsx
+++ b/web-app/src/containers/ThreadList.tsx
@@ -16,9 +16,13 @@ import {
   IconDots,
   IconStarFilled,
   IconStar,
+  IconFolder,
+  IconX,
 } from '@tabler/icons-react'
 import { useThreads } from '@/hooks/useThreads'
+import { useThreadManagement } from '@/hooks/useThreadManagement'
 import { useLeftPanel } from '@/hooks/useLeftPanel'
+import { useMessages } from '@/hooks/useMessages'
 import { cn } from '@/lib/utils'
 import { useSmallScreen } from '@/hooks/useMediaQuery'
 
@@ -28,147 +32,268 @@ import {
   DropdownMenuItem,
   DropdownMenuSeparator,
   DropdownMenuTrigger,
+  DropdownMenuSub,
+  DropdownMenuSubContent,
+  DropdownMenuSubTrigger,
 } from '@/components/ui/dropdown-menu'
 import { useTranslation } from '@/i18n/react-i18next-compat'
 import { memo, useMemo, useState } from 'react'
 import { useNavigate, useMatches } from '@tanstack/react-router'
 import { RenameThreadDialog, DeleteThreadDialog } from '@/containers/dialogs'
 import { route } from '@/constants/routes'
+import { toast } from 'sonner'
 
-const SortableItem = memo(({ thread }: { thread: Thread }) => {
-  const {
-    attributes,
-    listeners,
-    setNodeRef,
-    transform,
-    transition,
-    isDragging,
-  } = useSortable({ id: thread.id, disabled: true })
+const SortableItem = memo(
+  ({
+    thread,
+    variant,
+  }: {
+    thread: Thread
+    variant?: 'default' | 'project'
+  }) => {
+    const {
+      attributes,
+      listeners,
+      setNodeRef,
+      transform,
+      transition,
+      isDragging,
+    } = useSortable({ id: thread.id, disabled: true })
 
-  const isSmallScreen = useSmallScreen()
-  const setLeftPanel = useLeftPanel(state => state.setLeftPanel)
+    const isSmallScreen = useSmallScreen()
+    const setLeftPanel = useLeftPanel((state) => state.setLeftPanel)
 
-  const style = {
-    transform: CSS.Transform.toString(transform),
-    transition,
-    opacity: isDragging ? 0.5 : 1,
-  }
-  const toggleFavorite = useThreads((state) => state.toggleFavorite)
-  const deleteThread = useThreads((state) => state.deleteThread)
-  const renameThread = useThreads((state) => state.renameThread)
-  const { t } = useTranslation()
-  const [openDropdown, setOpenDropdown] = useState(false)
-  const navigate = useNavigate()
-  // Check if current route matches this thread's detail page
-  const matches = useMatches()
-  const isActive = matches.some(
-    (match) =>
-      match.routeId === '/threads/$threadId' &&
-      'threadId' in match.params &&
-      match.params.threadId === thread.id
-  )
+    const style = {
+      transform: CSS.Transform.toString(transform),
+      transition,
+      opacity: isDragging ? 0.5 : 1,
+    }
+    const toggleFavorite = useThreads((state) => state.toggleFavorite)
+    const deleteThread = useThreads((state) => state.deleteThread)
+    const renameThread = useThreads((state) => state.renameThread)
+    const updateThread = useThreads((state) => state.updateThread)
+    const getFolderById = useThreadManagement().getFolderById
+    const { folders } = useThreadManagement()
+    const getMessages = useMessages((state) => state.getMessages)
+    const { t } = useTranslation()
+    const [openDropdown, setOpenDropdown] = useState(false)
+    const navigate = useNavigate()
+    // Check if current route matches this thread's detail page
+    const matches = useMatches()
+    const isActive = matches.some(
+      (match) =>
+        match.routeId === '/threads/$threadId' &&
+        'threadId' in match.params &&
+        match.params.threadId === thread.id
+    )
 
-  const handleClick = () => {
-    if (!isDragging) {
-      // Only close panel and navigate if the thread is not already active
-      if (!isActive) {
-        if (isSmallScreen) setLeftPanel(false)
-        navigate({ to: route.threadsDetail, params: { threadId: thread.id } })
+    const handleClick = () => {
+      if (!isDragging) {
+        // Only close panel and navigate if the thread is not already active
+        if (!isActive) {
+          if (isSmallScreen) setLeftPanel(false)
+          navigate({ to: route.threadsDetail, params: { threadId: thread.id } })
+        }
       }
     }
-  }
 
-  const plainTitleForRename = useMemo(() => {
-    // Basic HTML stripping for simple span tags.
-    // If thread.title is undefined or null, treat as empty string before replace.
-    return (thread.title || '').replace(/<span[^>]*>|<\/span>/g, '')
-  }, [thread.title])
+    const plainTitleForRename = useMemo(() => {
+      // Basic HTML stripping for simple span tags.
+      // If thread.title is undefined or null, treat as empty string before replace.
+      return (thread.title || '').replace(/<span[^>]*>|<\/span>/g, '')
+    }, [thread.title])
 
+    const assignThreadToProject = (threadId: string, projectId: string) => {
+      const project = getFolderById(projectId)
+      if (project && updateThread) {
+        const projectMetadata = {
+          id: project.id,
+          name: project.name,
+          updated_at: project.updated_at,
+        }
 
-  return (
-    <div
-      ref={setNodeRef}
-      style={style}
-      {...attributes}
-      {...listeners}
-      onClick={handleClick}
-      onContextMenu={(e) => {
-        e.preventDefault()
-        e.stopPropagation()
-        setOpenDropdown(true)
-      }}
-      className={cn(
-        'mb-1 rounded hover:bg-left-panel-fg/10 flex items-center justify-between gap-2 px-1.5 group/thread-list transition-all',
-        isDragging ? 'cursor-move' : 'cursor-pointer',
-        isActive && 'bg-left-panel-fg/10'
-      )}
-    >
-      <div className="py-1 pr-2 truncate">
-        <span>{thread.title || t('common:newThread')}</span>
-      </div>
-      <div className="flex items-center">
-        <DropdownMenu
-          open={openDropdown}
-          onOpenChange={(open) => setOpenDropdown(open)}
+        updateThread(threadId, {
+          metadata: {
+            ...thread.metadata,
+            project: projectMetadata,
+          },
+        })
+
+        toast.success(`Thread assigned to "${project.name}" successfully`)
+      }
+    }
+
+    const getLastMessageInfo = useMemo(() => {
+      const messages = getMessages(thread.id)
+      if (messages.length === 0) return null
+
+      const lastMessage = messages[messages.length - 1]
+      return {
+        date: new Date(lastMessage.created_at || 0),
+        content: lastMessage.content?.[0]?.text?.value || '',
+      }
+    }, [getMessages, thread.id])
+
+    return (
+      <div
+        ref={setNodeRef}
+        style={style}
+        {...attributes}
+        {...listeners}
+        onClick={handleClick}
+        onContextMenu={(e) => {
+          e.preventDefault()
+          e.stopPropagation()
+          setOpenDropdown(true)
+        }}
+        className={cn(
+          'rounded hover:bg-left-panel-fg/10 flex items-center justify-between gap-2 px-1.5 group/thread-list transition-all',
+          variant === 'project'
+            ? 'mb-2 rounded-lg px-4 border border-main-view-fg/10 bg-main-view-fg/5'
+            : 'mb-1',
+          isDragging ? 'cursor-move' : 'cursor-pointer',
+          isActive && 'bg-left-panel-fg/10'
+        )}
+      >
+        <div
+          className={cn(
+            'pr-2 truncate',
+            variant === 'project' ? 'py-2' : 'py-1'
+          )}
         >
-          <DropdownMenuTrigger asChild>
-            <IconDots
-              size={14}
-              className="text-left-panel-fg/60 shrink-0 cursor-pointer px-0.5 -mr-1 data-[state=open]:bg-left-panel-fg/10 rounded group-hover/thread-list:data-[state=closed]:size-5 size-5 data-[state=closed]:size-0"
-              onClick={(e) => {
-                e.preventDefault()
-                e.stopPropagation()
-              }}
-            />
-          </DropdownMenuTrigger>
-          <DropdownMenuContent side="bottom" align="end">
-            {thread.isFavorite ? (
-              <DropdownMenuItem
+          <span>{thread.title || t('common:newThread')}</span>
+          {variant === 'project' && (
+            <>
+              {variant === 'project' && getLastMessageInfo?.content && (
+                <div className="text-sm text-main-view-fg/60 mt-0.5 line-clamp-2">
+                  {getLastMessageInfo.content}
+                </div>
+              )}
+            </>
+          )}
+        </div>
+        <div className="flex items-center">
+          <DropdownMenu
+            open={openDropdown}
+            onOpenChange={(open) => setOpenDropdown(open)}
+          >
+            <DropdownMenuTrigger asChild>
+              <IconDots
+                size={14}
+                className="text-left-panel-fg/60 shrink-0 cursor-pointer px-0.5 -mr-1 data-[state=open]:bg-left-panel-fg/10 rounded group-hover/thread-list:data-[state=closed]:size-5 size-5 data-[state=closed]:size-0"
                 onClick={(e) => {
+                  e.preventDefault()
                   e.stopPropagation()
-                  toggleFavorite(thread.id)
                 }}
-              >
-                <IconStarFilled />
-                <span>{t('common:unstar')}</span>
-              </DropdownMenuItem>
-            ) : (
-              <DropdownMenuItem
-                onClick={(e) => {
-                  e.stopPropagation()
-                  toggleFavorite(thread.id)
-                }}
-              >
-                <IconStar />
-                <span>{t('common:star')}</span>
-              </DropdownMenuItem>
-            )}
-            <RenameThreadDialog
-              thread={thread}
-              plainTitleForRename={plainTitleForRename}
-              onRename={renameThread}
-              onDropdownClose={() => setOpenDropdown(false)}
-            />
+              />
+            </DropdownMenuTrigger>
+            <DropdownMenuContent side="bottom" align="end" className="w-44">
+              {thread.isFavorite ? (
+                <DropdownMenuItem
+                  onClick={(e) => {
+                    e.stopPropagation()
+                    toggleFavorite(thread.id)
+                  }}
+                >
+                  <IconStarFilled />
+                  <span>{t('common:unstar')}</span>
+                </DropdownMenuItem>
+              ) : (
+                <DropdownMenuItem
+                  onClick={(e) => {
+                    e.stopPropagation()
+                    toggleFavorite(thread.id)
+                  }}
+                >
+                  <IconStar />
+                  <span>{t('common:star')}</span>
+                </DropdownMenuItem>
+              )}
+              <RenameThreadDialog
+                thread={thread}
+                plainTitleForRename={plainTitleForRename}
+                onRename={renameThread}
+                onDropdownClose={() => setOpenDropdown(false)}
+              />
 
-            <DropdownMenuSeparator />
-            <DeleteThreadDialog
-              thread={thread}
-              onDelete={deleteThread}
-              onDropdownClose={() => setOpenDropdown(false)}
-            />
-          </DropdownMenuContent>
-        </DropdownMenu>
+              <DropdownMenuSub>
+                <DropdownMenuSubTrigger className="gap-2">
+                  <IconFolder size={16} />
+                  <span>Add to project</span>
+                </DropdownMenuSubTrigger>
+                <DropdownMenuSubContent>
+                  {folders.length === 0 ? (
+                    <DropdownMenuItem disabled>
+                      <span className="text-left-panel-fg/50">
+                        No projects available
+                      </span>
+                    </DropdownMenuItem>
+                  ) : (
+                    folders
+                      .sort((a, b) => b.updated_at - a.updated_at)
+                      .map((folder) => (
+                        <DropdownMenuItem
+                          key={folder.id}
+                          onClick={(e) => {
+                            e.stopPropagation()
+                            assignThreadToProject(thread.id, folder.id)
+                          }}
+                        >
+                          <IconFolder size={16} />
+                          <span className="truncate max-w-[200px]">
+                            {folder.name}
+                          </span>
+                        </DropdownMenuItem>
+                      ))
+                  )}
+                  {thread.metadata?.project && (
+                    <>
+                      <DropdownMenuSeparator />
+                      <DropdownMenuItem
+                        onClick={(e) => {
+                          e.stopPropagation()
+                          // Remove project from metadata
+                          const projectName = thread.metadata?.project?.name
+                          updateThread(thread.id, {
+                            metadata: {
+                              ...thread.metadata,
+                              project: undefined,
+                            },
+                          })
+                          toast.success(
+                            `Thread removed from "${projectName}" successfully`
+                          )
+                        }}
+                      >
+                        <IconX size={16} />
+                        <span>Remove from project</span>
+                      </DropdownMenuItem>
+                    </>
+                  )}
+                </DropdownMenuSubContent>
+              </DropdownMenuSub>
+              <DropdownMenuSeparator />
+              <DeleteThreadDialog
+                thread={thread}
+                onDelete={deleteThread}
+                onDropdownClose={() => setOpenDropdown(false)}
+              />
+            </DropdownMenuContent>
+          </DropdownMenu>
+        </div>
       </div>
-    </div>
-  )
-})
+    )
+  }
+)
 
 type ThreadListProps = {
   threads: Thread[]
   isFavoriteSection?: boolean
+  variant?: 'default' | 'project'
+  showDate?: boolean
 }
 
-function ThreadList({ threads }: ThreadListProps) {
+function ThreadList({ threads, variant = 'default' }: ThreadListProps) {
   const sortedThreads = useMemo(() => {
     return threads.sort((a, b) => {
       return (b.updated || 0) - (a.updated || 0)
@@ -192,7 +317,7 @@ function ThreadList({ threads }: ThreadListProps) {
         strategy={verticalListSortingStrategy}
       >
         {sortedThreads.map((thread, index) => (
-          <SortableItem key={index} thread={thread} />
+          <SortableItem key={index} thread={thread} variant={variant} />
         ))}
       </SortableContext>
     </DndContext>
diff --git a/web-app/src/containers/dialogs/AddProjectDialog.tsx b/web-app/src/containers/dialogs/AddProjectDialog.tsx
new file mode 100644
index 000000000..f0fda648c
--- /dev/null
+++ b/web-app/src/containers/dialogs/AddProjectDialog.tsx
@@ -0,0 +1,125 @@
+import { useState, useEffect } from 'react'
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+  DialogFooter,
+} from '@/components/ui/dialog'
+import { Button } from '@/components/ui/button'
+import { Input } from '@/components/ui/input'
+import { useThreadManagement } from '@/hooks/useThreadManagement'
+import { toast } from 'sonner'
+import { useTranslation } from '@/i18n/react-i18next-compat'
+
+interface AddProjectDialogProps {
+  open: boolean
+  onOpenChange: (open: boolean) => void
+  editingKey: string | null
+  initialData?: {
+    id: string
+    name: string
+    updated_at: number
+  }
+  onSave: (name: string) => void
+}
+
+export default function AddProjectDialog({
+  open,
+  onOpenChange,
+  editingKey,
+  initialData,
+  onSave,
+}: AddProjectDialogProps) {
+  const { t } = useTranslation()
+  const [name, setName] = useState(initialData?.name || '')
+  const { folders } = useThreadManagement()
+
+  useEffect(() => {
+    if (open) {
+      setName(initialData?.name || '')
+    }
+  }, [open, initialData])
+
+  const handleSave = () => {
+    if (!name.trim()) return
+
+    const trimmedName = name.trim()
+
+    // Check for duplicate names (excluding current project when editing)
+    const isDuplicate = folders.some(
+      (folder) =>
+        folder.name.toLowerCase() === trimmedName.toLowerCase() &&
+        folder.id !== editingKey
+    )
+
+    if (isDuplicate) {
+      toast.warning(t('projects.addProjectDialog.alreadyExists', { projectName: trimmedName }))
+      return
+    }
+
+    onSave(trimmedName)
+
+    // Show detailed success message
+    if (editingKey && initialData) {
+      toast.success(
+        t('projects.addProjectDialog.renameSuccess', {
+          oldName: initialData.name,
+          newName: trimmedName
+        })
+      )
+    } else {
+      toast.success(t('projects.addProjectDialog.createSuccess', { projectName: trimmedName }))
+    }
+
+    setName('')
+  }
+
+  const handleCancel = () => {
+    onOpenChange(false)
+    setName('')
+  }
+
+  // Check if the button should be disabled
+  const isButtonDisabled =
+    !name.trim() || (editingKey && name.trim() === initialData?.name)
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="sm:max-w-md">
+        <DialogHeader>
+          <DialogTitle>
+            {editingKey ? t('projects.addProjectDialog.editTitle') : t('projects.addProjectDialog.createTitle')}
+          </DialogTitle>
+        </DialogHeader>
+        <div className="space-y-4">
+          <div>
+            <label className="text-sm font-medium text-main-view-fg/80">
+              {t('projects.addProjectDialog.nameLabel')}
+            </label>
+            <Input
+              value={name}
+              onChange={(e) => setName(e.target.value)}
+              placeholder={t('projects.addProjectDialog.namePlaceholder')}
+              className="mt-1"
+              autoFocus
+              onKeyDown={(e) => {
+                if (e.key === 'Enter' && !isButtonDisabled) {
+                  handleSave()
+                }
+              }}
+            />
+          </div>
+        </div>
+        <DialogFooter>
+          <Button variant="link" onClick={handleCancel}>
+            {t('cancel')}
+          </Button>
+          <Button onClick={handleSave} disabled={Boolean(isButtonDisabled)}>
+            {editingKey ? t('projects.addProjectDialog.updateButton') : t('projects.addProjectDialog.createButton')}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  )
+}
diff --git a/web-app/src/containers/dialogs/DeleteProjectDialog.tsx b/web-app/src/containers/dialogs/DeleteProjectDialog.tsx
new file mode 100644
index 000000000..f8c86a3b4
--- /dev/null
+++ b/web-app/src/containers/dialogs/DeleteProjectDialog.tsx
@@ -0,0 +1,85 @@
+import { useRef } from 'react'
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+  DialogFooter,
+  DialogDescription,
+} from '@/components/ui/dialog'
+import { Button } from '@/components/ui/button'
+import { toast } from 'sonner'
+import { useTranslation } from '@/i18n/react-i18next-compat'
+
+interface DeleteProjectDialogProps {
+  open: boolean
+  onOpenChange: (open: boolean) => void
+  onConfirm: () => void
+  projectName?: string
+}
+
+export function DeleteProjectDialog({
+  open,
+  onOpenChange,
+  onConfirm,
+  projectName,
+}: DeleteProjectDialogProps) {
+  const { t } = useTranslation()
+  const deleteButtonRef = useRef<HTMLButtonElement>(null)
+
+  const handleConfirm = () => {
+    try {
+      onConfirm()
+      toast.success(
+        projectName
+          ? t('projects.deleteProjectDialog.successWithName', { projectName })
+          : t('projects.deleteProjectDialog.successWithoutName')
+      )
+      onOpenChange(false)
+    } catch (error) {
+      toast.error(t('projects.deleteProjectDialog.error'))
+      console.error('Delete project error:', error)
+    }
+  }
+
+  const handleKeyDown = (e: React.KeyboardEvent) => {
+    if (e.key === 'Enter') {
+      handleConfirm()
+    }
+  }
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent
+        className="sm:max-w-md"
+        onOpenAutoFocus={(e) => {
+          e.preventDefault()
+          deleteButtonRef.current?.focus()
+        }}
+      >
+        <DialogHeader>
+          <DialogTitle>{t('projects.deleteProjectDialog.title')}</DialogTitle>
+          <DialogDescription>
+            {t('projects.deleteProjectDialog.description')}
+          </DialogDescription>
+        </DialogHeader>
+        <DialogFooter>
+          <Button variant="link" onClick={() => onOpenChange(false)}>
+            {t('cancel')}
+          </Button>
+          <Button
+            ref={deleteButtonRef}
+            variant="destructive"
+            onClick={handleConfirm}
+            onKeyDown={handleKeyDown}
+            aria-label={t('projects.deleteProjectDialog.ariaLabel', {
+              projectName: projectName || t('projects.title').toLowerCase(),
+            })}
+          >
+            {t('projects.deleteProjectDialog.deleteButton')}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  )
+}
diff --git a/web-app/src/containers/dialogs/index.ts b/web-app/src/containers/dialogs/index.ts
index b3c640200..3f96e5d17 100644
--- a/web-app/src/containers/dialogs/index.ts
+++ b/web-app/src/containers/dialogs/index.ts
@@ -6,4 +6,5 @@ export { MessageMetadataDialog } from './MessageMetadataDialog'
 export { DeleteMessageDialog } from './DeleteMessageDialog'
 export { FactoryResetDialog } from './FactoryResetDialog'
 export { DeleteAssistantDialog } from './DeleteAssistantDialog'
-export { AddProviderDialog } from './AddProviderDialog'
\ No newline at end of file
+export { DeleteProjectDialog } from './DeleteProjectDialog'
+export { AddProviderDialog } from './AddProviderDialog'
diff --git a/web-app/src/hooks/useThreadManagement.ts b/web-app/src/hooks/useThreadManagement.ts
new file mode 100644
index 000000000..84e5b0e34
--- /dev/null
+++ b/web-app/src/hooks/useThreadManagement.ts
@@ -0,0 +1,82 @@
+import { create } from 'zustand'
+import { persist, createJSONStorage } from 'zustand/middleware'
+import { ulid } from 'ulidx'
+import { localStorageKey } from '@/constants/localStorage'
+import { useThreads } from '@/hooks/useThreads'
+
+type ThreadFolder = {
+  id: string
+  name: string
+  updated_at: number
+}
+
+type ThreadManagementState = {
+  folders: ThreadFolder[]
+  setFolders: (folders: ThreadFolder[]) => void
+  addFolder: (name: string) => void
+  updateFolder: (id: string, name: string) => void
+  deleteFolder: (id: string) => void
+  getFolderById: (id: string) => ThreadFolder | undefined
+}
+
+export const useThreadManagement = create<ThreadManagementState>()(
+  persist(
+    (set, get) => ({
+      folders: [],
+
+      setFolders: (folders) => {
+        set({ folders })
+      },
+
+      addFolder: (name) => {
+        const newFolder: ThreadFolder = {
+          id: ulid(),
+          name,
+          updated_at: Date.now(),
+        }
+        set((state) => ({
+          folders: [...state.folders, newFolder],
+        }))
+      },
+
+      updateFolder: (id, name) => {
+        set((state) => ({
+          folders: state.folders.map((folder) =>
+            folder.id === id
+              ? { ...folder, name, updated_at: Date.now() }
+              : folder
+          ),
+        }))
+      },
+
+      deleteFolder: (id) => {
+        // Remove project metadata from all threads that belong to this project
+        const threadsState = useThreads.getState()
+        const threadsToUpdate = Object.values(threadsState.threads).filter(
+          (thread) => thread.metadata?.project?.id === id
+        )
+
+        threadsToUpdate.forEach((thread) => {
+          threadsState.updateThread(thread.id, {
+            metadata: {
+              ...thread.metadata,
+              project: undefined,
+            },
+          })
+        })
+
+        set((state) => ({
+          folders: state.folders.filter((folder) => folder.id !== id),
+        }))
+      },
+
+      getFolderById: (id) => {
+        return get().folders.find((folder) => folder.id === id)
+      },
+    }),
+    {
+      name: localStorageKey.threadManagement,
+      storage: createJSONStorage(() => localStorage),
+    }
+  )
+)
diff --git a/web-app/src/hooks/useThreads.ts b/web-app/src/hooks/useThreads.ts
index cce11c027..b450874cd 100644
--- a/web-app/src/hooks/useThreads.ts
+++ b/web-app/src/hooks/useThreads.ts
@@ -20,12 +20,14 @@ type ThreadState = {
   createThread: (
     model: ThreadModel,
     title?: string,
-    assistant?: Assistant
+    assistant?: Assistant,
+    projectMetadata?: { id: string; name: string; updated_at: number }
   ) => Promise<Thread>
   updateCurrentThreadModel: (model: ThreadModel) => void
   getFilteredThreads: (searchTerm: string) => Thread[]
   updateCurrentThreadAssistant: (assistant: Assistant) => void
   updateThreadTimestamp: (threadId: string) => void
+  updateThread: (threadId: string, updates: Partial<Thread>) => void
   searchIndex: Fzf<Thread[]> | null
 }
 
@@ -132,20 +134,28 @@ export const useThreads = create<ThreadState>()((set, get) => ({
   deleteAllThreads: () => {
     set((state) => {
       const allThreadIds = Object.keys(state.threads)
-      const favoriteThreadIds = allThreadIds.filter(
-        (threadId) => state.threads[threadId].isFavorite
-      )
-      const nonFavoriteThreadIds = allThreadIds.filter(
-        (threadId) => !state.threads[threadId].isFavorite
+
+      // Identify threads to keep (favorites OR have project metadata)
+      const threadsToKeepIds = allThreadIds.filter(
+        (threadId) =>
+          state.threads[threadId].isFavorite ||
+          state.threads[threadId].metadata?.project
       )
 
-      // Only delete non-favorite threads
-      nonFavoriteThreadIds.forEach((threadId) => {
+      // Identify threads to delete (non-favorites AND no project metadata)
+      const threadsToDeleteIds = allThreadIds.filter(
+        (threadId) =>
+          !state.threads[threadId].isFavorite &&
+          !state.threads[threadId].metadata?.project
+      )
+
+      // Delete threads that are not favorites and not in projects
+      threadsToDeleteIds.forEach((threadId) => {
         getServiceHub().threads().deleteThread(threadId)
       })
 
-      // Keep only favorite threads
-      const remainingThreads = favoriteThreadIds.reduce(
+      // Keep favorite threads and threads with project metadata
+      const remainingThreads = threadsToKeepIds.reduce(
         (acc, threadId) => {
           acc[threadId] = state.threads[threadId]
           return acc
@@ -208,13 +218,18 @@ export const useThreads = create<ThreadState>()((set, get) => ({
   setCurrentThreadId: (threadId) => {
     if (threadId !== get().currentThreadId) set({ currentThreadId: threadId })
   },
-  createThread: async (model, title, assistant) => {
+  createThread: async (model, title, assistant, projectMetadata) => {
     const newThread: Thread = {
       id: ulid(),
       title: title ?? 'New Thread',
       model,
       updated: Date.now() / 1000,
       assistants: assistant ? [assistant] : [],
+      ...(projectMetadata && {
+        metadata: {
+          project: projectMetadata,
+        },
+      }),
     }
     return await getServiceHub()
       .threads()
@@ -328,4 +343,26 @@ export const useThreads = create<ThreadState>()((set, get) => ({
       }
     })
   },
+  updateThread: (threadId, updates) => {
+    set((state) => {
+      const thread = state.threads[threadId]
+      if (!thread) return state
+
+      const updatedThread = {
+        ...thread,
+        ...updates,
+        updated: Date.now() / 1000,
+      }
+
+      getServiceHub().threads().updateThread(updatedThread)
+
+      const newThreads = { ...state.threads, [threadId]: updatedThread }
+      return {
+        threads: newThreads,
+        searchIndex: new Fzf<Thread[]>(Object.values(newThreads), {
+          selector: (item: Thread) => item.title,
+        }),
+      }
+    })
+  },
 }))
diff --git a/web-app/src/locales/de-DE/common.json b/web-app/src/locales/de-DE/common.json
index c0a55e1d9..4ce743b46 100644
--- a/web-app/src/locales/de-DE/common.json
+++ b/web-app/src/locales/de-DE/common.json
@@ -117,6 +117,7 @@
     "chatInput": "Frage mich etwas..."
   },
   "confirm": "Bestätige",
+  "continue": "Weiter",
   "loading": "Lade...",
   "error": "Fehler",
   "success": "Erfolg",
@@ -127,6 +128,7 @@
   "createAssistant": "Assistenten anlegen",
   "enterApiKey": "API Key eingeben",
   "scrollToBottom": "Zum Ende scrollen",
+  "generateAiResponse": "KI-Antwort generieren",
   "addModel": {
     "title": "Modell hinzufügen",
     "modelId": "Modell ID",
@@ -154,12 +156,12 @@
     "delete": "Löschen"
   },
   "editJson": {
-    "errorParse": "Failed to parse JSON",
-    "errorPaste": "Failed to paste JSON",
-    "errorFormat": "Invalid JSON format",
-    "titleAll": "Edit All Servers Configuration",
-    "placeholder": "Enter JSON configuration...",
-    "save": "Save"
+    "errorParse": "JSON-Parsing fehlgeschlagen",
+    "errorPaste": "JSON-Einfügen fehlgeschlagen",
+    "errorFormat": "Ungültiges JSON-Format",
+    "titleAll": "Alle Serverkonfigurationen bearbeiten",
+    "placeholder": "JSON-Konfiguration eingeben...",
+    "save": "Speichern"
   },
   "editModel": {
     "title": "Modell bearbeiten: {{modelId}}",
@@ -228,11 +230,85 @@
       "title": "Nachricht Metadaten"
     }
   },
+  "projects": {
+    "title": "Projekte",
+    "addProject": "Projekt hinzufügen",
+    "addToProject": "Zum Projekt hinzufügen",
+    "removeFromProject": "Vom Projekt entfernen",
+    "createNewProject": "Neues Projekt erstellen",
+    "editProject": "Projekt bearbeiten",
+    "deleteProject": "Projekt löschen",
+    "projectName": "Projektname",
+    "enterProjectName": "Projektname eingeben...",
+    "noProjectsAvailable": "Keine Projekte verfügbar",
+    "noProjectsYet": "Noch keine Projekte",
+    "noProjectsYetDesc": "Starten Sie ein neues Projekt, indem Sie auf die Schaltfläche Projekt hinzufügen klicken.",
+    "projectNotFound": "Projekt nicht gefunden",
+    "projectNotFoundDesc": "Das gesuchte Projekt existiert nicht oder wurde gelöscht.",
+    "deleteProjectDialog": {
+      "title": "Projekt löschen",
+      "description": "Sind Sie sicher, dass Sie dieses Projekt löschen möchten? Diese Aktion kann nicht rückgängig gemacht werden.",
+      "deleteButton": "Löschen",
+      "successWithName": "Projekt \"{{projectName}}\" erfolgreich gelöscht",
+      "successWithoutName": "Projekt erfolgreich gelöscht",
+      "error": "Projekt konnte nicht gelöscht werden. Bitte versuchen Sie es erneut.",
+      "ariaLabel": "{{projectName}} löschen"
+    },
+    "addProjectDialog": {
+      "createTitle": "Neues Projekt erstellen",
+      "editTitle": "Projekt bearbeiten",
+      "nameLabel": "Projektname",
+      "namePlaceholder": "Projektname eingeben...",
+      "createButton": "Erstellen",
+      "updateButton": "Aktualisieren",
+      "alreadyExists": "Projekt \"{{projectName}}\" existiert bereits",
+      "createSuccess": "Projekt \"{{projectName}}\" erfolgreich erstellt",
+      "renameSuccess": "Projekt von \"{{oldName}}\" zu \"{{newName}}\" umbenannt"
+    },
+    "noConversationsIn": "Keine Gespräche in {{projectName}}",
+    "startNewConversation": "Starten Sie ein neues Gespräch mit {{projectName}} unten",
+    "conversationsIn": "Gespräche in {{projectName}}",
+    "conversationsDescription": "Klicken Sie auf ein Gespräch, um weiterzuchatten, oder starten Sie unten ein neues.",
+    "thread": "Thread",
+    "threads": "Threads",
+    "updated": "Aktualisiert:",
+    "collapseThreads": "Threads einklappen",
+    "expandThreads": "Threads ausklappen",
+    "update": "Aktualisieren"
+  },
   "toast": {
     "allThreadsUnfavorited": {
       "title": "Alle Threads De-Favorisieren ",
       "description": "Alle deine Threads wurden defavorisiert."
     },
+    "projectCreated": {
+      "title": "Projekt erstellt",
+      "description": "Projekt \"{{projectName}}\" erfolgreich erstellt"
+    },
+    "projectRenamed": {
+      "title": "Projekt umbenannt",
+      "description": "Projekt von \"{{oldName}}\" zu \"{{newName}}\" umbenannt"
+    },
+    "projectDeleted": {
+      "title": "Projekt gelöscht",
+      "description": "Projekt \"{{projectName}}\" erfolgreich gelöscht"
+    },
+    "projectAlreadyExists": {
+      "title": "Projekt existiert bereits",
+      "description": "Projekt \"{{projectName}}\" existiert bereits"
+    },
+    "projectDeleteFailed": {
+      "title": "Löschen fehlgeschlagen",
+      "description": "Projekt konnte nicht gelöscht werden. Bitte versuchen Sie es erneut."
+    },
+    "threadAssignedToProject": {
+      "title": "Thread zugewiesen",
+      "description": "Thread erfolgreich zu \"{{projectName}}\" hinzugefügt"
+    },
+    "threadRemovedFromProject": {
+      "title": "Thread entfernt",
+      "description": "Thread erfolgreich von \"{{projectName}}\" entfernt"
+    },
     "deleteAllThreads": {
       "title": "Alle Threads löschen",
       "description": "Alle deine Threads wurden permanent gelöscht."
@@ -280,6 +356,80 @@
     "downloadAndVerificationComplete": {
       "title": "Download abgeschlossen",
       "description": "Modell \"{{item}}\" erfolgreich heruntergeladen und verifiziert"
+    },
+    "projectCreated": {
+      "title": "Projekt erstellt",
+      "description": "Projekt \"{{projectName}}\" erfolgreich erstellt"
+    },
+    "projectRenamed": {
+      "title": "Projekt umbenannt",
+      "description": "Projekt von \"{{oldName}}\" zu \"{{newName}}\" umbenannt"
+    },
+    "projectDeleted": {
+      "title": "Projekt gelöscht",
+      "description": "Projekt \"{{projectName}}\" erfolgreich gelöscht"
+    },
+    "projectAlreadyExists": {
+      "title": "Projekt existiert bereits",
+      "description": "Projekt \"{{projectName}}\" existiert bereits"
+    },
+    "projectDeleteFailed": {
+      "title": "Löschen fehlgeschlagen",
+      "description": "Projekt konnte nicht gelöscht werden. Bitte versuchen Sie es erneut."
+    },
+    "threadAssignedToProject": {
+      "title": "Thread zugewiesen",
+      "description": "Thread erfolgreich zu \"{{projectName}}\" hinzugefügt"
+    },
+    "threadRemovedFromProject": {
+      "title": "Thread entfernt",
+      "description": "Thread erfolgreich von \"{{projectName}}\" entfernt"
     }
+  },
+  "projects": {
+    "title": "Projekte",
+    "addProject": "Projekt hinzufügen",
+    "addToProject": "Zu Projekt hinzufügen",
+    "removeFromProject": "Von Projekt entfernen",
+    "createNewProject": "Neues Projekt erstellen",
+    "editProject": "Projekt bearbeiten",
+    "deleteProject": "Projekt löschen",
+    "projectName": "Projektname",
+    "enterProjectName": "Projektname eingeben...",
+    "noProjectsAvailable": "Keine Projekte verfügbar",
+    "noProjectsYet": "Noch keine Projekte",
+    "noProjectsYetDesc": "Starten Sie ein neues Projekt, indem Sie auf die Schaltfläche Projekt hinzufügen klicken.",
+    "projectNotFound": "Projekt nicht gefunden",
+    "projectNotFoundDesc": "Das gesuchte Projekt existiert nicht oder wurde gelöscht.",
+    "deleteProjectDialog": {
+      "title": "Projekt löschen",
+      "description": "Sind Sie sicher, dass Sie dieses Projekt löschen möchten? Diese Aktion kann nicht rückgängig gemacht werden.",
+      "deleteButton": "Löschen",
+      "successWithName": "Projekt \"{{projectName}}\" erfolgreich gelöscht",
+      "successWithoutName": "Projekt erfolgreich gelöscht",
+      "error": "Projekt konnte nicht gelöscht werden. Bitte versuchen Sie es erneut.",
+      "ariaLabel": "{{projectName}} löschen"
+    },
+    "addProjectDialog": {
+      "createTitle": "Neues Projekt erstellen",
+      "editTitle": "Projekt bearbeiten",
+      "nameLabel": "Projektname",
+      "namePlaceholder": "Projektname eingeben...",
+      "createButton": "Erstellen",
+      "updateButton": "Aktualisieren",
+      "alreadyExists": "Projekt \"{{projectName}}\" existiert bereits",
+      "createSuccess": "Projekt \"{{projectName}}\" erfolgreich erstellt",
+      "renameSuccess": "Projekt von \"{{oldName}}\" zu \"{{newName}}\" umbenannt"
+    },
+    "noConversationsIn": "Keine Gespräche in {{projectName}}",
+    "startNewConversation": "Starten Sie ein neues Gespräch mit {{projectName}} unten",
+    "conversationsIn": "Gespräche in {{projectName}}",
+    "conversationsDescription": "Klicken Sie auf ein Gespräch, um weiterzuchatten, oder starten Sie unten ein neues.",
+    "thread": "Thread",
+    "threads": "Threads",
+    "updated": "Aktualisiert:",
+    "collapseThreads": "Threads einklappen",
+    "expandThreads": "Threads ausklappen",
+    "update": "Aktualisieren"
   }
 }
diff --git a/web-app/src/locales/en/common.json b/web-app/src/locales/en/common.json
index ce6628000..c829dbdf8 100644
--- a/web-app/src/locales/en/common.json
+++ b/web-app/src/locales/en/common.json
@@ -119,6 +119,7 @@
     "chatInput": "Ask me anything..."
   },
   "confirm": "Confirm",
+  "continue": "Continue",
   "loading": "Loading...",
   "error": "Error",
   "success": "Success",
@@ -231,6 +232,52 @@
       "title": "Message Metadata"
     }
   },
+  "projects": {
+    "title": "Projects",
+    "addProject": "Add Project",
+    "addToProject": "Add to project",
+    "removeFromProject": "Remove from project",
+    "createNewProject": "Create New Project",
+    "editProject": "Edit Project",
+    "deleteProject": "Delete Project",
+    "projectName": "Project Name",
+    "enterProjectName": "Enter project name...",
+    "noProjectsAvailable": "No projects available",
+    "noProjectsYet": "No Projects Yet",
+    "noProjectsYetDesc": "Start a new project by clicking the Add Project button.",
+    "projectNotFound": "Project Not Found",
+    "projectNotFoundDesc": "The project you're looking for doesn't exist or has been deleted.",
+    "deleteProjectDialog": {
+      "title": "Delete Project",
+      "description": "Are you sure you want to delete this project? This action cannot be undone.",
+      "deleteButton": "Delete",
+      "successWithName": "Project \"{{projectName}}\" deleted successfully",
+      "successWithoutName": "Project deleted successfully",
+      "error": "Failed to delete project. Please try again.",
+      "ariaLabel": "Delete {{projectName}}"
+    },
+    "addProjectDialog": {
+      "createTitle": "Create New Project",
+      "editTitle": "Edit Project",
+      "nameLabel": "Project Name",
+      "namePlaceholder": "Enter project name...",
+      "createButton": "Create",
+      "updateButton": "Update",
+      "alreadyExists": "Project \"{{projectName}}\" already exists",
+      "createSuccess": "Project \"{{projectName}}\" created successfully",
+      "renameSuccess": "Project renamed from \"{{oldName}}\" to \"{{newName}}\""
+    },
+    "noConversationsIn": "No Conversations in {{projectName}}",
+    "startNewConversation": "Start a new conversation with {{projectName}} below",
+    "conversationsIn": "Conversations in {{projectName}}",
+    "conversationsDescription": "Click on any conversation to continue chatting, or start a new one below.",
+    "thread": "thread",
+    "threads": "threads",
+    "updated": "Updated:",
+    "collapseThreads": "Collapse threads",
+    "expandThreads": "Expand threads",
+    "update": "Update"
+  },
   "toast": {
     "allThreadsUnfavorited": {
       "title": "All Threads Unfavorited",
@@ -283,6 +330,34 @@
     "downloadAndVerificationComplete": {
       "title": "Download Complete",
       "description": "Model \"{{item}}\" downloaded and verified successfully"
+    },
+    "projectCreated": {
+      "title": "Project Created",
+      "description": "Project \"{{projectName}}\" created successfully"
+    },
+    "projectRenamed": {
+      "title": "Project Renamed",
+      "description": "Project renamed from \"{{oldName}}\" to \"{{newName}}\""
+    },
+    "projectDeleted": {
+      "title": "Project Deleted",
+      "description": "Project \"{{projectName}}\" deleted successfully"
+    },
+    "projectAlreadyExists": {
+      "title": "Project Already Exists",
+      "description": "Project \"{{projectName}}\" already exists"
+    },
+    "projectDeleteFailed": {
+      "title": "Delete Failed",
+      "description": "Failed to delete project. Please try again."
+    },
+    "threadAssignedToProject": {
+      "title": "Thread Assigned",
+      "description": "Thread assigned to \"{{projectName}}\" successfully"
+    },
+    "threadRemovedFromProject": {
+      "title": "Thread Removed",
+      "description": "Thread removed from \"{{projectName}}\" successfully"
     }
   }
 }
\ No newline at end of file
diff --git a/web-app/src/locales/id/common.json b/web-app/src/locales/id/common.json
index c1f9838c6..aa0c83fd9 100644
--- a/web-app/src/locales/id/common.json
+++ b/web-app/src/locales/id/common.json
@@ -117,6 +117,7 @@
     "chatInput": "Tanyakan apa saja padaku..."
   },
   "confirm": "Konfirmasi",
+  "continue": "Lanjutkan",
   "loading": "Memuat...",
   "error": "Kesalahan",
   "success": "Sukses",
@@ -127,6 +128,7 @@
   "createAssistant": "Buat Asisten",
   "enterApiKey": "Masukkan Kunci API",
   "scrollToBottom": "Gulir ke bawah",
+  "generateAiResponse": "Hasilkan Respons AI",
   "addModel": {
     "title": "Tambah Model",
     "modelId": "ID Model",
@@ -170,6 +172,13 @@
     "embeddings": "Embedding",
     "notAvailable": "Belum tersedia"
   },
+  "outOfContextError": {
+    "truncateInput": "Potong Input",
+    "title": "Kesalahan konteks habis",
+    "description": "Obrolan ini mencapai batas memori AI, seperti papan tulis yang penuh. Kami dapat memperluas jendela memori (disebut ukuran konteks) agar lebih mengingat, tetapi mungkin akan menggunakan lebih banyak memori komputer Anda. Kami juga dapat memotong input, yang berarti akan melupakan sebagian riwayat obrolan untuk memberi ruang bagi pesan baru.",
+    "increaseContextSizeDescription": "Apakah Anda ingin meningkatkan ukuran konteks?",
+    "increaseContextSize": "Tingkatkan Ukuran Konteks"
+  },
   "toolApproval": {
     "title": "Permintaan Izin Alat",
     "description": "Asisten ingin menggunakan <strong>{{toolName}}</strong>",
@@ -273,6 +282,80 @@
     "downloadAndVerificationComplete": {
       "title": "Unduhan Selesai",
       "description": "Model \"{{item}}\" berhasil diunduh dan diverifikasi"
+    },
+    "projectCreated": {
+      "title": "Proyek Dibuat",
+      "description": "Proyek \"{{projectName}}\" berhasil dibuat"
+    },
+    "projectRenamed": {
+      "title": "Proyek Diganti Nama",
+      "description": "Proyek diganti nama dari \"{{oldName}}\" ke \"{{newName}}\""
+    },
+    "projectDeleted": {
+      "title": "Proyek Dihapus",
+      "description": "Proyek \"{{projectName}}\" berhasil dihapus"
+    },
+    "projectAlreadyExists": {
+      "title": "Proyek Sudah Ada",
+      "description": "Proyek \"{{projectName}}\" sudah ada"
+    },
+    "projectDeleteFailed": {
+      "title": "Penghapusan Gagal",
+      "description": "Gagal menghapus proyek. Silakan coba lagi."
+    },
+    "threadAssignedToProject": {
+      "title": "Thread Ditugaskan",
+      "description": "Thread berhasil ditugaskan ke \"{{projectName}}\""
+    },
+    "threadRemovedFromProject": {
+      "title": "Thread Dihapus",
+      "description": "Thread berhasil dihapus dari \"{{projectName}}\""
     }
+  },
+  "projects": {
+    "title": "Proyek",
+    "addProject": "Tambah Proyek",
+    "addToProject": "Tambahkan ke proyek",
+    "removeFromProject": "Hapus dari proyek",
+    "createNewProject": "Buat Proyek Baru",
+    "editProject": "Edit Proyek",
+    "deleteProject": "Hapus Proyek",
+    "projectName": "Nama Proyek",
+    "enterProjectName": "Masukkan nama proyek...",
+    "noProjectsAvailable": "Tidak ada proyek tersedia",
+    "noProjectsYet": "Belum Ada Proyek",
+    "noProjectsYetDesc": "Mulai proyek baru dengan mengklik tombol Tambah Proyek.",
+    "projectNotFound": "Proyek Tidak Ditemukan",
+    "projectNotFoundDesc": "Proyek yang Anda cari tidak ada atau telah dihapus.",
+    "deleteProjectDialog": {
+      "title": "Hapus Proyek",
+      "description": "Apakah Anda yakin ingin menghapus proyek ini? Tindakan ini tidak dapat dibatalkan.",
+      "deleteButton": "Hapus",
+      "successWithName": "Proyek \"{{projectName}}\" berhasil dihapus",
+      "successWithoutName": "Proyek berhasil dihapus",
+      "error": "Gagal menghapus proyek. Silakan coba lagi.",
+      "ariaLabel": "Hapus {{projectName}}"
+    },
+    "addProjectDialog": {
+      "createTitle": "Buat Proyek Baru",
+      "editTitle": "Edit Proyek",
+      "nameLabel": "Nama Proyek",
+      "namePlaceholder": "Masukkan nama proyek...",
+      "createButton": "Buat",
+      "updateButton": "Perbarui",
+      "alreadyExists": "Proyek \"{{projectName}}\" sudah ada",
+      "createSuccess": "Proyek \"{{projectName}}\" berhasil dibuat",
+      "renameSuccess": "Proyek diubah dari \"{{oldName}}\" menjadi \"{{newName}}\""
+    },
+    "noConversationsIn": "Tidak Ada Percakapan di {{projectName}}",
+    "startNewConversation": "Mulai percakapan baru dengan {{projectName}} di bawah",
+    "conversationsIn": "Percakapan di {{projectName}}",
+    "conversationsDescription": "Klik percakapan mana pun untuk melanjutkan chatting, atau mulai yang baru di bawah.",
+    "thread": "utas",
+    "threads": "utas",
+    "updated": "Diperbarui:",
+    "collapseThreads": "Tutup utas",
+    "expandThreads": "Buka utas",
+    "update": "Perbarui"
   }
 }
diff --git a/web-app/src/locales/pl/common.json b/web-app/src/locales/pl/common.json
index 14fd6519e..ca6f6b6b7 100644
--- a/web-app/src/locales/pl/common.json
+++ b/web-app/src/locales/pl/common.json
@@ -117,6 +117,7 @@
     "chatInput": "Zapytaj mnie o cokolwiek…"
   },
   "confirm": "Potwierdź",
+  "continue": "Kontynuuj",
   "loading": "Wczytywanie…",
   "error": "Błąd",
   "success": "Sukces",
@@ -229,6 +230,52 @@
       "title": "Metadane Wiadomości"
     }
   },
+  "projects": {
+    "title": "Projekty",
+    "addProject": "Dodaj Projekt",
+    "addToProject": "Dodaj do projektu",
+    "removeFromProject": "Usuń z projektu",
+    "createNewProject": "Utwórz Nowy Projekt",
+    "editProject": "Edytuj Projekt",
+    "deleteProject": "Usuń Projekt",
+    "projectName": "Nazwa Projektu",
+    "enterProjectName": "Wprowadź nazwę projektu...",
+    "noProjectsAvailable": "Brak dostępnych projektów",
+    "noProjectsYet": "Brak Projektów",
+    "noProjectsYetDesc": "Rozpocznij nowy projekt klikając przycisk Dodaj Projekt.",
+    "projectNotFound": "Projekt Nie Znaleziony",
+    "projectNotFoundDesc": "Projekt, którego szukasz nie istnieje lub został usunięty.",
+    "deleteProjectDialog": {
+      "title": "Usuń Projekt",
+      "description": "Na pewno chcesz usunąć ten projekt? Tej operacji nie można cofnąć.",
+      "deleteButton": "Usuń",
+      "successWithName": "Projekt \"{{projectName}}\" został pomyślnie usunięty",
+      "successWithoutName": "Projekt został pomyślnie usunięty",
+      "error": "Nie udało się usunąć projektu. Spróbuj ponownie.",
+      "ariaLabel": "Usuń {{projectName}}"
+    },
+    "addProjectDialog": {
+      "createTitle": "Utwórz Nowy Projekt",
+      "editTitle": "Edytuj Projekt",
+      "nameLabel": "Nazwa Projektu",
+      "namePlaceholder": "Wprowadź nazwę projektu...",
+      "createButton": "Utwórz",
+      "updateButton": "Aktualizuj",
+      "alreadyExists": "Projekt \"{{projectName}}\" już istnieje",
+      "createSuccess": "Projekt \"{{projectName}}\" został pomyślnie utworzony",
+      "renameSuccess": "Projekt zmieniono z \"{{oldName}}\" na \"{{newName}}\""
+    },
+    "noConversationsIn": "Brak Rozmów w {{projectName}}",
+    "startNewConversation": "Rozpocznij nową rozmowę z {{projectName}} poniżej",
+    "conversationsIn": "Rozmowy w {{projectName}}",
+    "conversationsDescription": "Kliknij na dowolną rozmowę aby kontynuować czat, lub rozpocznij nową poniżej.",
+    "thread": "wątek",
+    "threads": "wątki",
+    "updated": "Zaktualizowano:",
+    "collapseThreads": "Zwiń wątki",
+    "expandThreads": "Rozwiń wątki",
+    "update": "Aktualizuj"
+  },
   "toast": {
     "allThreadsUnfavorited": {
       "title": "Wszystkie Wątki Usunięte z Ulubionych",
diff --git a/web-app/src/locales/vn/common.json b/web-app/src/locales/vn/common.json
index 8a107a9a2..4c2d95101 100644
--- a/web-app/src/locales/vn/common.json
+++ b/web-app/src/locales/vn/common.json
@@ -117,6 +117,7 @@
     "chatInput": "Hỏi tôi bất cứ điều gì..."
   },
   "confirm": "Xác nhận",
+  "continue": "Tiếp tục",
   "loading": "Đang tải...",
   "error": "Lỗi",
   "success": "Thành công",
diff --git a/web-app/src/locales/zh-CN/common.json b/web-app/src/locales/zh-CN/common.json
index ccabb6071..6da4a83fa 100644
--- a/web-app/src/locales/zh-CN/common.json
+++ b/web-app/src/locales/zh-CN/common.json
@@ -117,6 +117,7 @@
     "chatInput": "随便问我什么..."
   },
   "confirm": "确认",
+  "continue": "继续",
   "loading": "加载中...",
   "error": "错误",
   "success": "成功",
diff --git a/web-app/src/locales/zh-TW/common.json b/web-app/src/locales/zh-TW/common.json
index cb0a60510..4b9d1e7f6 100644
--- a/web-app/src/locales/zh-TW/common.json
+++ b/web-app/src/locales/zh-TW/common.json
@@ -117,6 +117,7 @@
     "chatInput": "問我任何事..."
   },
   "confirm": "確認",
+  "continue": "繼續",
   "loading": "載入中...",
   "error": "錯誤",
   "success": "成功",
diff --git a/web-app/src/routeTree.gen.ts b/web-app/src/routeTree.gen.ts
index 4322b0fd1..0eb2bbf13 100644
--- a/web-app/src/routeTree.gen.ts
+++ b/web-app/src/routeTree.gen.ts
@@ -15,6 +15,7 @@ import { Route as SystemMonitorImport } from './routes/system-monitor'
 import { Route as LogsImport } from './routes/logs'
 import { Route as AssistantImport } from './routes/assistant'
 import { Route as IndexImport } from './routes/index'
+import { Route as ProjectIndexImport } from './routes/project/index'
 import { Route as HubIndexImport } from './routes/hub/index'
 import { Route as ThreadsThreadIdImport } from './routes/threads/$threadId'
 import { Route as SettingsShortcutsImport } from './routes/settings/shortcuts'
@@ -26,6 +27,7 @@ import { Route as SettingsHardwareImport } from './routes/settings/hardware'
 import { Route as SettingsGeneralImport } from './routes/settings/general'
 import { Route as SettingsExtensionsImport } from './routes/settings/extensions'
 import { Route as SettingsAppearanceImport } from './routes/settings/appearance'
+import { Route as ProjectProjectIdImport } from './routes/project/$projectId'
 import { Route as LocalApiServerLogsImport } from './routes/local-api-server/logs'
 import { Route as HubModelIdImport } from './routes/hub/$modelId'
 import { Route as SettingsProvidersIndexImport } from './routes/settings/providers/index'
@@ -58,6 +60,12 @@ const IndexRoute = IndexImport.update({
   getParentRoute: () => rootRoute,
 } as any)
 
+const ProjectIndexRoute = ProjectIndexImport.update({
+  id: '/project/',
+  path: '/project/',
+  getParentRoute: () => rootRoute,
+} as any)
+
 const HubIndexRoute = HubIndexImport.update({
   id: '/hub/',
   path: '/hub/',
@@ -124,6 +132,12 @@ const SettingsAppearanceRoute = SettingsAppearanceImport.update({
   getParentRoute: () => rootRoute,
 } as any)
 
+const ProjectProjectIdRoute = ProjectProjectIdImport.update({
+  id: '/project/$projectId',
+  path: '/project/$projectId',
+  getParentRoute: () => rootRoute,
+} as any)
+
 const LocalApiServerLogsRoute = LocalApiServerLogsImport.update({
   id: '/local-api-server/logs',
   path: '/local-api-server/logs',
@@ -201,6 +215,13 @@ declare module '@tanstack/react-router' {
       preLoaderRoute: typeof LocalApiServerLogsImport
       parentRoute: typeof rootRoute
     }
+    '/project/$projectId': {
+      id: '/project/$projectId'
+      path: '/project/$projectId'
+      fullPath: '/project/$projectId'
+      preLoaderRoute: typeof ProjectProjectIdImport
+      parentRoute: typeof rootRoute
+    }
     '/settings/appearance': {
       id: '/settings/appearance'
       path: '/settings/appearance'
@@ -278,6 +299,13 @@ declare module '@tanstack/react-router' {
       preLoaderRoute: typeof HubIndexImport
       parentRoute: typeof rootRoute
     }
+    '/project/': {
+      id: '/project/'
+      path: '/project'
+      fullPath: '/project'
+      preLoaderRoute: typeof ProjectIndexImport
+      parentRoute: typeof rootRoute
+    }
     '/auth/google/callback': {
       id: '/auth/google/callback'
       path: '/auth/google/callback'
@@ -311,6 +339,7 @@ export interface FileRoutesByFullPath {
   '/system-monitor': typeof SystemMonitorRoute
   '/hub/$modelId': typeof HubModelIdRoute
   '/local-api-server/logs': typeof LocalApiServerLogsRoute
+  '/project/$projectId': typeof ProjectProjectIdRoute
   '/settings/appearance': typeof SettingsAppearanceRoute
   '/settings/extensions': typeof SettingsExtensionsRoute
   '/settings/general': typeof SettingsGeneralRoute
@@ -322,6 +351,7 @@ export interface FileRoutesByFullPath {
   '/settings/shortcuts': typeof SettingsShortcutsRoute
   '/threads/$threadId': typeof ThreadsThreadIdRoute
   '/hub': typeof HubIndexRoute
+  '/project': typeof ProjectIndexRoute
   '/auth/google/callback': typeof AuthGoogleCallbackRoute
   '/settings/providers/$providerName': typeof SettingsProvidersProviderNameRoute
   '/settings/providers': typeof SettingsProvidersIndexRoute
@@ -334,6 +364,7 @@ export interface FileRoutesByTo {
   '/system-monitor': typeof SystemMonitorRoute
   '/hub/$modelId': typeof HubModelIdRoute
   '/local-api-server/logs': typeof LocalApiServerLogsRoute
+  '/project/$projectId': typeof ProjectProjectIdRoute
   '/settings/appearance': typeof SettingsAppearanceRoute
   '/settings/extensions': typeof SettingsExtensionsRoute
   '/settings/general': typeof SettingsGeneralRoute
@@ -345,19 +376,21 @@ export interface FileRoutesByTo {
   '/settings/shortcuts': typeof SettingsShortcutsRoute
   '/threads/$threadId': typeof ThreadsThreadIdRoute
   '/hub': typeof HubIndexRoute
+  '/project': typeof ProjectIndexRoute
   '/auth/google/callback': typeof AuthGoogleCallbackRoute
   '/settings/providers/$providerName': typeof SettingsProvidersProviderNameRoute
   '/settings/providers': typeof SettingsProvidersIndexRoute
 }
 
 export interface FileRoutesById {
-  __root__: typeof rootRoute
+  '__root__': typeof rootRoute
   '/': typeof IndexRoute
   '/assistant': typeof AssistantRoute
   '/logs': typeof LogsRoute
   '/system-monitor': typeof SystemMonitorRoute
   '/hub/$modelId': typeof HubModelIdRoute
   '/local-api-server/logs': typeof LocalApiServerLogsRoute
+  '/project/$projectId': typeof ProjectProjectIdRoute
   '/settings/appearance': typeof SettingsAppearanceRoute
   '/settings/extensions': typeof SettingsExtensionsRoute
   '/settings/general': typeof SettingsGeneralRoute
@@ -369,6 +402,7 @@ export interface FileRoutesById {
   '/settings/shortcuts': typeof SettingsShortcutsRoute
   '/threads/$threadId': typeof ThreadsThreadIdRoute
   '/hub/': typeof HubIndexRoute
+  '/project/': typeof ProjectIndexRoute
   '/auth/google/callback': typeof AuthGoogleCallbackRoute
   '/settings/providers/$providerName': typeof SettingsProvidersProviderNameRoute
   '/settings/providers/': typeof SettingsProvidersIndexRoute
@@ -383,6 +417,7 @@ export interface FileRouteTypes {
     | '/system-monitor'
     | '/hub/$modelId'
     | '/local-api-server/logs'
+    | '/project/$projectId'
     | '/settings/appearance'
     | '/settings/extensions'
     | '/settings/general'
@@ -394,6 +429,7 @@ export interface FileRouteTypes {
     | '/settings/shortcuts'
     | '/threads/$threadId'
     | '/hub'
+    | '/project'
     | '/auth/google/callback'
     | '/settings/providers/$providerName'
     | '/settings/providers'
@@ -405,6 +441,7 @@ export interface FileRouteTypes {
     | '/system-monitor'
     | '/hub/$modelId'
     | '/local-api-server/logs'
+    | '/project/$projectId'
     | '/settings/appearance'
     | '/settings/extensions'
     | '/settings/general'
@@ -416,6 +453,7 @@ export interface FileRouteTypes {
     | '/settings/shortcuts'
     | '/threads/$threadId'
     | '/hub'
+    | '/project'
     | '/auth/google/callback'
     | '/settings/providers/$providerName'
     | '/settings/providers'
@@ -427,6 +465,7 @@ export interface FileRouteTypes {
     | '/system-monitor'
     | '/hub/$modelId'
     | '/local-api-server/logs'
+    | '/project/$projectId'
     | '/settings/appearance'
     | '/settings/extensions'
     | '/settings/general'
@@ -438,6 +477,7 @@ export interface FileRouteTypes {
     | '/settings/shortcuts'
     | '/threads/$threadId'
     | '/hub/'
+    | '/project/'
     | '/auth/google/callback'
     | '/settings/providers/$providerName'
     | '/settings/providers/'
@@ -451,6 +491,7 @@ export interface RootRouteChildren {
   SystemMonitorRoute: typeof SystemMonitorRoute
   HubModelIdRoute: typeof HubModelIdRoute
   LocalApiServerLogsRoute: typeof LocalApiServerLogsRoute
+  ProjectProjectIdRoute: typeof ProjectProjectIdRoute
   SettingsAppearanceRoute: typeof SettingsAppearanceRoute
   SettingsExtensionsRoute: typeof SettingsExtensionsRoute
   SettingsGeneralRoute: typeof SettingsGeneralRoute
@@ -462,6 +503,7 @@ export interface RootRouteChildren {
   SettingsShortcutsRoute: typeof SettingsShortcutsRoute
   ThreadsThreadIdRoute: typeof ThreadsThreadIdRoute
   HubIndexRoute: typeof HubIndexRoute
+  ProjectIndexRoute: typeof ProjectIndexRoute
   AuthGoogleCallbackRoute: typeof AuthGoogleCallbackRoute
   SettingsProvidersProviderNameRoute: typeof SettingsProvidersProviderNameRoute
   SettingsProvidersIndexRoute: typeof SettingsProvidersIndexRoute
@@ -474,6 +516,7 @@ const rootRouteChildren: RootRouteChildren = {
   SystemMonitorRoute: SystemMonitorRoute,
   HubModelIdRoute: HubModelIdRoute,
   LocalApiServerLogsRoute: LocalApiServerLogsRoute,
+  ProjectProjectIdRoute: ProjectProjectIdRoute,
   SettingsAppearanceRoute: SettingsAppearanceRoute,
   SettingsExtensionsRoute: SettingsExtensionsRoute,
   SettingsGeneralRoute: SettingsGeneralRoute,
@@ -485,6 +528,7 @@ const rootRouteChildren: RootRouteChildren = {
   SettingsShortcutsRoute: SettingsShortcutsRoute,
   ThreadsThreadIdRoute: ThreadsThreadIdRoute,
   HubIndexRoute: HubIndexRoute,
+  ProjectIndexRoute: ProjectIndexRoute,
   AuthGoogleCallbackRoute: AuthGoogleCallbackRoute,
   SettingsProvidersProviderNameRoute: SettingsProvidersProviderNameRoute,
   SettingsProvidersIndexRoute: SettingsProvidersIndexRoute,
@@ -506,6 +550,7 @@ export const routeTree = rootRoute
         "/system-monitor",
         "/hub/$modelId",
         "/local-api-server/logs",
+        "/project/$projectId",
         "/settings/appearance",
         "/settings/extensions",
         "/settings/general",
@@ -517,6 +562,7 @@ export const routeTree = rootRoute
         "/settings/shortcuts",
         "/threads/$threadId",
         "/hub/",
+        "/project/",
         "/auth/google/callback",
         "/settings/providers/$providerName",
         "/settings/providers/"
@@ -540,6 +586,9 @@ export const routeTree = rootRoute
     "/local-api-server/logs": {
       "filePath": "local-api-server/logs.tsx"
     },
+    "/project/$projectId": {
+      "filePath": "project/$projectId.tsx"
+    },
     "/settings/appearance": {
       "filePath": "settings/appearance.tsx"
     },
@@ -573,6 +622,9 @@ export const routeTree = rootRoute
     "/hub/": {
       "filePath": "hub/index.tsx"
     },
+    "/project/": {
+      "filePath": "project/index.tsx"
+    },
     "/auth/google/callback": {
       "filePath": "auth.google.callback.tsx"
     },
diff --git a/web-app/src/routes/assistant.tsx b/web-app/src/routes/assistant.tsx
index bf4fd928c..d96080f7d 100644
--- a/web-app/src/routes/assistant.tsx
+++ b/web-app/src/routes/assistant.tsx
@@ -12,6 +12,7 @@ import { AvatarEmoji } from '@/containers/AvatarEmoji'
 import { useTranslation } from '@/i18n/react-i18next-compat'
 import { PlatformGuard } from '@/lib/platform/PlatformGuard'
 import { PlatformFeature } from '@/lib/platform/types'
+import { Button } from '@/components/ui/button'
 
 // eslint-disable-next-line @typescript-eslint/no-explicit-any
 export const Route = createFileRoute(route.assistant as any)({
@@ -61,72 +62,71 @@ function AssistantContent() {
   return (
     <div className="flex h-full flex-col flex-justify-center">
       <HeaderPage>
-        <span>{t('assistants:title')}</span>
+        <div className="flex items-center justify-between w-full mr-2">
+          <span>{t('assistants:title')}</span>
+          <Button
+            onClick={() => {
+              setEditingKey(null)
+              setOpen(true)
+            }}
+            size="sm"
+            className="relative z-50"
+          >
+            <IconCirclePlus size={16} />
+            Add Assistant
+          </Button>
+        </div>
       </HeaderPage>
-      <div className="h-full p-4 overflow-y-auto">
-        <div className="grid grid-cols-1 sm:grid-cols-2 md:grid-cols-3 gap-4">
+      <div className="h-full p-4 w-3/4 mx-auto overflow-y-auto mt-2">
+        <div className="space-y-3">
           {assistants
             .slice()
             .sort((a, b) => a.created_at - b.created_at)
             .map((assistant) => (
               <div
-                className="bg-main-view-fg/3 p-3 rounded-md"
+                className="bg-main-view-fg/3 py-2 px-4 rounded-lg flex items-center gap-4"
                 key={assistant.id}
               >
-                <div className="flex items-center justify-between gap-2">
-                  <h3 className="text-base font-medium text-main-view-fg/80">
-                    <div className="flex items-center gap-1">
-                      {assistant?.avatar && (
-                        <span className="shrink-0 w-4 h-4 relative flex items-center justify-center">
-                          <AvatarEmoji
-                            avatar={assistant?.avatar}
-                            imageClassName="object-cover"
-                            textClassName="text-sm"
-                          />
-                        </span>
-                      )}
-                      <span className="line-clamp-1">{assistant.name}</span>
-                    </div>
-                  </h3>
-                  <div className="flex items-center gap-0.5">
-                    <div
-                      className="size-6 cursor-pointer flex items-center justify-center rounded hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
-                      title={t('assistants:editAssistant')}
-                      onClick={() => {
-                        setEditingKey(assistant.id)
-                        setOpen(true)
-                      }}
-                    >
-                      <IconPencil size={18} className="text-main-view-fg/50" />
-                    </div>
-                    <div
-                      className="size-6 cursor-pointer flex items-center justify-center rounded hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
-                      title={t('assistants:deleteAssistant')}
-                      onClick={() => handleDelete(assistant.id)}
-                    >
-                      <IconTrash size={18} className="text-main-view-fg/50" />
+                <div className="flex items-start gap-3 flex-1">
+                  {assistant?.avatar && (
+                    <div className="shrink-0 w-8 h-8 relative flex items-center justify-center bg-main-view-fg/4 rounded-md">
+                      <AvatarEmoji
+                        avatar={assistant?.avatar}
+                        imageClassName="w-5 h-5 object-contain"
+                        textClassName="text-lg"
+                      />
                     </div>
+                  )}
+                  <div className="flex-1 min-w-0">
+                    <h3 className="text-base font-medium text-main-view-fg/80 line-clamp-1">
+                      {assistant.name}
+                    </h3>
+                    <p className="text-main-view-fg/50 text-sm line-clamp-2 mt-0.5">
+                      {assistant.description}
+                    </p>
                   </div>
                 </div>
-                <p
-                  className="text-main-view-fg/50 mt-1 line-clamp-2"
-                  title={assistant.description}
-                >
-                  {assistant.description}
-                </p>
+                <div className="flex items-center">
+                  <button
+                    className="size-8 cursor-pointer flex items-center justify-center rounded-md hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
+                    title={t('assistants:editAssistant')}
+                    onClick={() => {
+                      setEditingKey(assistant.id)
+                      setOpen(true)
+                    }}
+                  >
+                    <IconPencil size={16} className="text-main-view-fg/50" />
+                  </button>
+                  <button
+                    className="size-8 cursor-pointer flex items-center justify-center rounded-md hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
+                    title={t('assistants:deleteAssistant')}
+                    onClick={() => handleDelete(assistant.id)}
+                  >
+                    <IconTrash size={16} className="text-main-view-fg/50" />
+                  </button>
+                </div>
               </div>
             ))}
-
-          <div
-            className="bg-main-view p-3 min-h-[88px] rounded-md border border-dashed border-main-view-fg/10 flex items-center justify-center cursor-pointer hover:bg-main-view-fg/1 transition-all duration-200 ease-in-out"
-            key="new-assistant"
-            onClick={() => {
-              setEditingKey(null)
-              setOpen(true)
-            }}
-          >
-            <IconCirclePlus className="text-main-view-fg/50" />
-          </div>
         </div>
         <AddEditAssistant
           open={open}
diff --git a/web-app/src/routes/project/$projectId.tsx b/web-app/src/routes/project/$projectId.tsx
new file mode 100644
index 000000000..f25680112
--- /dev/null
+++ b/web-app/src/routes/project/$projectId.tsx
@@ -0,0 +1,143 @@
+import { createFileRoute, useParams } from '@tanstack/react-router'
+import { useMemo } from 'react'
+
+import { useThreadManagement } from '@/hooks/useThreadManagement'
+import { useThreads } from '@/hooks/useThreads'
+import { useModelProvider } from '@/hooks/useModelProvider'
+import { useTranslation } from '@/i18n/react-i18next-compat'
+
+import ChatInput from '@/containers/ChatInput'
+import HeaderPage from '@/containers/HeaderPage'
+import SetupScreen from '@/containers/SetupScreen'
+import ThreadList from '@/containers/ThreadList'
+import DropdownAssistant from '@/containers/DropdownAssistant'
+
+import { PlatformFeatures } from '@/lib/platform/const'
+import { PlatformFeature } from '@/lib/platform/types'
+import { IconMessage } from '@tabler/icons-react'
+import { cn } from '@/lib/utils'
+import { useAppearance } from '@/hooks/useAppearance'
+import { useSmallScreen } from '@/hooks/useMediaQuery'
+
+export const Route = createFileRoute('/project/$projectId')({
+  component: ProjectPage,
+})
+
+function ProjectPage() {
+  const { t } = useTranslation()
+  const { projectId } = useParams({ from: '/project/$projectId' })
+  const { providers } = useModelProvider()
+  const { getFolderById } = useThreadManagement()
+  const threads = useThreads((state) => state.threads)
+
+  const chatWidth = useAppearance((state) => state.chatWidth)
+  const isSmallScreen = useSmallScreen()
+
+  // Find the project
+  const project = getFolderById(projectId)
+
+  // Get threads for this project
+  const projectThreads = useMemo(() => {
+    return Object.values(threads)
+      .filter((thread) => thread.metadata?.project?.id === projectId)
+      .sort((a, b) => (b.updated || 0) - (a.updated || 0))
+  }, [threads, projectId])
+
+  // Conditional to check if there are any valid providers
+  const hasValidProviders = providers.some(
+    (provider) =>
+      provider.api_key?.length ||
+      (provider.provider === 'llamacpp' && provider.models.length) ||
+      (provider.provider === 'jan' && provider.models.length)
+  )
+
+  if (!hasValidProviders) {
+    return <SetupScreen />
+  }
+
+  if (!project) {
+    return (
+      <div className="flex h-full flex-col items-center justify-center">
+        <div className="text-center">
+          <h1 className="text-2xl font-semibold text-main-view-fg mb-2">
+            {t('projects.projectNotFound')}
+          </h1>
+          <p className="text-main-view-fg/70">
+            {t('projects.projectNotFoundDesc')}
+          </p>
+        </div>
+      </div>
+    )
+  }
+
+  return (
+    <div className="flex h-full flex-col">
+      <HeaderPage>
+        <div className="flex items-center justify-between w-full">
+          {PlatformFeatures[PlatformFeature.ASSISTANTS] && (
+            <DropdownAssistant />
+          )}
+        </div>
+      </HeaderPage>
+
+      <div className="h-full relative flex flex-col justify-between px-4 md:px-8 py-4 overflow-y-auto">
+        <div
+          className={cn(
+            'mx-auto flex h-full flex-col justify-between',
+            chatWidth === 'compact' ? 'w-full md:w-4/6' : 'w-full',
+            isSmallScreen && 'w-full'
+          )}
+        >
+          <div className="flex h-full flex-col">
+            <div className="mb-6 mt-2">
+              {projectThreads.length > 0 && (
+                <>
+                  <h2 className="text-xl font-semibold text-main-view-fg mb-2">
+                    {t('projects.conversationsIn', { projectName: project.name })}
+                  </h2>
+                  <p className="text-main-view-fg/70">
+                    {t('projects.conversationsDescription')}
+                  </p>
+                </>
+              )}
+            </div>
+
+            {/* Thread List or Empty State */}
+            <div className="mb-0">
+              {projectThreads.length > 0 ? (
+                <ThreadList threads={projectThreads} variant="project" />
+              ) : (
+                <div className="flex flex-col items-center justify-center py-12 text-center">
+                  <IconMessage
+                    size={48}
+                    className="text-main-view-fg/30 mb-4"
+                  />
+                  <h3 className="text-lg font-medium text-main-view-fg/60 mb-2">
+                    {t('projects.noConversationsIn', { projectName: project.name })}
+                  </h3>
+                  <p className="text-main-view-fg/50 text-sm">
+                    {t('projects.startNewConversation', { projectName: project.name })}
+                  </p>
+                </div>
+              )}
+            </div>
+          </div>
+        </div>
+      </div>
+      {/* New Chat Input */}
+      <div
+        className={cn(
+          'mx-auto pt-2 pb-3 shrink-0 relative px-2',
+          chatWidth === 'compact' ? 'w-full md:w-4/6' : 'w-full',
+          isSmallScreen && 'w-full'
+        )}
+      >
+        <ChatInput
+          showSpeedToken={false}
+          initialMessage={true}
+          projectId={projectId}
+        />
+      </div>
+    </div>
+  )
+}
diff --git a/web-app/src/routes/project/index.tsx b/web-app/src/routes/project/index.tsx
new file mode 100644
index 000000000..b4cbb6618
--- /dev/null
+++ b/web-app/src/routes/project/index.tsx
@@ -0,0 +1,244 @@
+import { createFileRoute } from '@tanstack/react-router'
+import { useState, useMemo } from 'react'
+
+import { useThreadManagement } from '@/hooks/useThreadManagement'
+import { useThreads } from '@/hooks/useThreads'
+import { useTranslation } from '@/i18n/react-i18next-compat'
+
+import HeaderPage from '@/containers/HeaderPage'
+import ThreadList from '@/containers/ThreadList'
+import {
+  IconCirclePlus,
+  IconPencil,
+  IconTrash,
+  IconFolder,
+  IconChevronDown,
+  IconChevronRight,
+} from '@tabler/icons-react'
+import AddProjectDialog from '@/containers/dialogs/AddProjectDialog'
+import { DeleteProjectDialog } from '@/containers/dialogs/DeleteProjectDialog'
+import { Button } from '@/components/ui/button'
+
+import { formatDate } from '@/utils/formatDate'
+
+export const Route = createFileRoute('/project/')({
+  component: Project,
+})
+
+function Project() {
+  return <ProjectContent />
+}
+
+function ProjectContent() {
+  const { t } = useTranslation()
+  const { folders, addFolder, updateFolder, deleteFolder, getFolderById } =
+    useThreadManagement()
+  const threads = useThreads((state) => state.threads)
+  const [open, setOpen] = useState(false)
+  const [editingKey, setEditingKey] = useState<string | null>(null)
+  const [deleteConfirmOpen, setDeleteConfirmOpen] = useState(false)
+  const [deletingId, setDeletingId] = useState<string | null>(null)
+  const [expandedProjects, setExpandedProjects] = useState<Set<string>>(
+    new Set()
+  )
+
+  const handleDelete = (id: string) => {
+    setDeletingId(id)
+    setDeleteConfirmOpen(true)
+  }
+
+  const confirmDelete = () => {
+    if (deletingId) {
+      deleteFolder(deletingId)
+      setDeleteConfirmOpen(false)
+      setDeletingId(null)
+    }
+  }
+
+  const handleSave = (name: string) => {
+    if (editingKey) {
+      updateFolder(editingKey, name)
+    } else {
+      addFolder(name)
+    }
+    setOpen(false)
+    setEditingKey(null)
+  }
+
+  const formatProjectDate = (timestamp: number) => {
+    return formatDate(new Date(timestamp), { includeTime: false })
+  }
+
+  // Get threads for a specific project
+  const getThreadsForProject = useMemo(() => {
+    return (projectId: string) => {
+      return Object.values(threads)
+        .filter((thread) => thread.metadata?.project?.id === projectId)
+        .sort((a, b) => (b.updated || 0) - (a.updated || 0))
+    }
+  }, [threads])
+
+  const toggleProjectExpansion = (projectId: string) => {
+    setExpandedProjects((prev) => {
+      const newSet = new Set(prev)
+      if (newSet.has(projectId)) {
+        newSet.delete(projectId)
+      } else {
+        newSet.add(projectId)
+      }
+      return newSet
+    })
+  }
+
+  return (
+    <div className="flex h-full flex-col flex-justify-center">
+      <HeaderPage>
+        <div className="flex items-center justify-between w-full mr-2">
+          <span>{t('projects.title')}</span>
+          <Button
+            onClick={() => {
+              setEditingKey(null)
+              setOpen(true)
+            }}
+            size="sm"
+            className="relative z-50"
+          >
+            <IconCirclePlus size={16} />
+            {t('projects.addProject')}
+          </Button>
+        </div>
+      </HeaderPage>
+      <div className="h-full overflow-y-auto flex flex-col">
+        <div className="p-4 w-full md:w-3/4 mx-auto mt-2">
+          {folders.length === 0 ? (
+            <div className="flex flex-col items-center justify-center py-12 text-center">
+              <IconFolder size={48} className="text-main-view-fg/30 mb-4" />
+              <h3 className="text-lg font-medium text-main-view-fg/60 mb-2">
+                {t('projects.noProjectsYet')}
+              </h3>
+              <p className="text-main-view-fg/50 text-sm">
+                {t('projects.noProjectsYetDesc')}
+              </p>
+            </div>
+          ) : (
+            <div className="space-y-3">
+              {folders
+                .slice()
+                .sort((a, b) => a.updated_at - b.updated_at)
+                .map((folder) => {
+                  const projectThreads = getThreadsForProject(folder.id)
+                  const isExpanded = expandedProjects.has(folder.id)
+
+                  return (
+                    <div
+                      className="bg-main-view-fg/3 py-2 px-4 rounded-lg"
+                      key={folder.id}
+                    >
+                      <div className="flex items-center gap-4">
+                        <div className="flex items-start gap-3 flex-1">
+                          <div className="shrink-0 w-8 h-8 relative flex items-center justify-center bg-main-view-fg/4 rounded-md">
+                            <IconFolder
+                              size={16}
+                              className="text-main-view-fg/50"
+                            />
+                          </div>
+                          <div className="flex-1 min-w-0">
+                            <div className="flex items-center gap-2">
+                              <h3 className="text-base font-medium text-main-view-fg/80 line-clamp-1">
+                                {folder.name}
+                              </h3>
+                              <span className="text-xs bg-main-view-fg/10 text-main-view-fg/60 px-2 py-0.5 rounded-full">
+                                {projectThreads.length}{' '}
+                                {projectThreads.length === 1
+                                  ? t('projects.thread')
+                                  : t('projects.threads')}
+                              </span>
+                            </div>
+                            <p className="text-main-view-fg/50 text-xs line-clamp-2 mt-0.5">
+                              {t('projects.updated')}{' '}
+                              {formatProjectDate(folder.updated_at)}
+                            </p>
+                          </div>
+                        </div>
+                        <div className="flex items-center">
+                          {projectThreads.length > 0 && (
+                            <button
+                              className="size-8 cursor-pointer flex items-center justify-center rounded-md hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out mr-1"
+                              title={
+                                isExpanded
+                                  ? t('projects.collapseThreads')
+                                  : t('projects.expandThreads')
+                              }
+                              onClick={() => toggleProjectExpansion(folder.id)}
+                            >
+                              {isExpanded ? (
+                                <IconChevronDown
+                                  size={16}
+                                  className="text-main-view-fg/50"
+                                />
+                              ) : (
+                                <IconChevronRight
+                                  size={16}
+                                  className="text-main-view-fg/50"
+                                />
+                              )}
+                            </button>
+                          )}
+                          <button
+                            className="size-8 cursor-pointer flex items-center justify-center rounded-md hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
+                            title={t('projects.editProject')}
+                            onClick={() => {
+                              setEditingKey(folder.id)
+                              setOpen(true)
+                            }}
+                          >
+                            <IconPencil
+                              size={16}
+                              className="text-main-view-fg/50"
+                            />
+                          </button>
+                          <button
+                            className="size-8 cursor-pointer flex items-center justify-center rounded-md hover:bg-main-view-fg/10 transition-all duration-200 ease-in-out"
+                            title={t('projects.deleteProject')}
+                            onClick={() => handleDelete(folder.id)}
+                          >
+                            <IconTrash
+                              size={16}
+                              className="text-main-view-fg/50"
+                            />
+                          </button>
+                        </div>
+                      </div>
+
+                      {/* Thread List */}
+                      {isExpanded && projectThreads.length > 0 && (
+                        <div className="mt-3 pl-2">
+                          <ThreadList
+                            threads={projectThreads}
+                            variant="project"
+                          />
+                        </div>
+                      )}
+                    </div>
+                  )
+                })}
+            </div>
+          )}
+        </div>
+      </div>
+      <AddProjectDialog
+        open={open}
+        onOpenChange={setOpen}
+        editingKey={editingKey}
+        initialData={editingKey ? getFolderById(editingKey) : undefined}
+        onSave={handleSave}
+      />
+      <DeleteProjectDialog
+        open={deleteConfirmOpen}
+        onOpenChange={setDeleteConfirmOpen}
+        onConfirm={confirmDelete}
+        projectName={deletingId ? getFolderById(deletingId)?.name : undefined}
+      />
+    </div>
+  )
+}
diff --git a/web-app/src/services/threads/default.ts b/web-app/src/services/threads/default.ts
index af5f213d5..72c66841a 100644
--- a/web-app/src/services/threads/default.ts
+++ b/web-app/src/services/threads/default.ts
@@ -30,6 +30,12 @@ export class DefaultThreadsService implements ThreadsService {
                 provider: e.assistants?.[0]?.model?.engine,
               },
               assistants: e.assistants ?? [defaultAssistant],
+              metadata: {
+                ...e.metadata,
+                // Override extracted fields to avoid duplication
+                order: e.metadata?.order,
+                is_favorite: e.metadata?.is_favorite,
+              },
             } as Thread
           })
         })
@@ -101,6 +107,7 @@ export class DefaultThreadsService implements ThreadsService {
           },
         ],
         metadata: {
+          ...thread.metadata,
           is_favorite: thread.isFavorite,
           order: thread.order,
         },
@@ -115,4 +122,4 @@ export class DefaultThreadsService implements ThreadsService {
       .get<ConversationalExtension>(ExtensionTypeEnum.Conversational)
       ?.deleteThread(threadId)
   }
-}
\ No newline at end of file
+}
diff --git a/web-app/src/types/threads.d.ts b/web-app/src/types/threads.d.ts
index 657b7e651..35238687a 100644
--- a/web-app/src/types/threads.d.ts
+++ b/web-app/src/types/threads.d.ts
@@ -44,6 +44,14 @@ type Thread = {
   model?: ThreadModel
   updated: number
   order?: number
+  metadata?: {
+    project?: {
+      id: string
+      name: string
+      updated_at: number
+    }
+    [key: string]: unknown
+  }
 }
 
 type Assistant = {
@@ -62,4 +70,4 @@ type TokenSpeed = {
   tokenSpeed: number
   tokenCount: number
   lastTimestamp: number
-}
\ No newline at end of file
+}

From d0f62fa634eb1deef68c888203610f5ae1c90ae9 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 10:18:21 +0700
Subject: [PATCH 06/22] chore: fix missing classname

---
 web-app/src/containers/SetupScreen.tsx | 2 +-
 web-app/src/routes/assistant.tsx       | 2 +-
 web-app/src/routes/index.tsx           | 2 +-
 web-app/src/routes/project/index.tsx   | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/web-app/src/containers/SetupScreen.tsx b/web-app/src/containers/SetupScreen.tsx
index 812ed6493..bce474836 100644
--- a/web-app/src/containers/SetupScreen.tsx
+++ b/web-app/src/containers/SetupScreen.tsx
@@ -18,7 +18,7 @@ function SetupScreen() {
     localStorage.getItem(localStorageKey.setupCompleted) === 'true'
 
   return (
-    <div className="flex h-full flex-col flex-justify-center">
+    <div className="flex h-full flex-col justify-center">
       <HeaderPage></HeaderPage>
       <div className="h-full px-8 overflow-y-auto flex flex-col gap-2 justify-center ">
         <div className="w-4/6 mx-auto">
diff --git a/web-app/src/routes/assistant.tsx b/web-app/src/routes/assistant.tsx
index d96080f7d..dca4c93ef 100644
--- a/web-app/src/routes/assistant.tsx
+++ b/web-app/src/routes/assistant.tsx
@@ -60,7 +60,7 @@ function AssistantContent() {
   }
 
   return (
-    <div className="flex h-full flex-col flex-justify-center">
+    <div className="flex h-full flex-col justify-center">
       <HeaderPage>
         <div className="flex items-center justify-between w-full mr-2">
           <span>{t('assistants:title')}</span>
diff --git a/web-app/src/routes/index.tsx b/web-app/src/routes/index.tsx
index 80bf065f2..b4b208b9d 100644
--- a/web-app/src/routes/index.tsx
+++ b/web-app/src/routes/index.tsx
@@ -52,7 +52,7 @@ function Index() {
   }
 
   return (
-    <div className="flex h-full flex-col flex-justify-center">
+    <div className="flex h-full flex-col justify-center">
       <HeaderPage>
         {PlatformFeatures[PlatformFeature.ASSISTANTS] && <DropdownAssistant />}
       </HeaderPage>
diff --git a/web-app/src/routes/project/index.tsx b/web-app/src/routes/project/index.tsx
index b4cbb6618..f609f7943 100644
--- a/web-app/src/routes/project/index.tsx
+++ b/web-app/src/routes/project/index.tsx
@@ -91,7 +91,7 @@ function ProjectContent() {
   }
 
   return (
-    <div className="flex h-full flex-col flex-justify-center">
+    <div className="flex h-full flex-col justify-center">
       <HeaderPage>
         <div className="flex items-center justify-between w-full mr-2">
           <span>{t('projects.title')}</span>

From b0bca2ac1f5e33cd8463e6b3c885d4be3a522796 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 10:19:18 +0700
Subject: [PATCH 07/22] Update web-app/src/routes/project/index.tsx

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
---
 web-app/src/routes/project/index.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web-app/src/routes/project/index.tsx b/web-app/src/routes/project/index.tsx
index f609f7943..fa8e1cf3a 100644
--- a/web-app/src/routes/project/index.tsx
+++ b/web-app/src/routes/project/index.tsx
@@ -124,7 +124,7 @@ function ProjectContent() {
             <div className="space-y-3">
               {folders
                 .slice()
-                .sort((a, b) => a.updated_at - b.updated_at)
+                .sort((a, b) => b.updated_at - a.updated_at)
                 .map((folder) => {
                   const projectThreads = getThreadsForProject(folder.id)
                   const isExpanded = expandedProjects.has(folder.id)

From 8205c3317646cb339726790b4b0dd1d7d074d7b3 Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Thu, 25 Sep 2025 10:55:10 +0700
Subject: [PATCH 08/22] ci: update package version for tauri plugin

---
 ...emplate-tauri-build-linux-x64-external.yml | 27 +++++++++-
 ...template-tauri-build-linux-x64-flatpak.yml | 29 +++++++++--
 .../template-tauri-build-linux-x64.yml        | 29 +++++++++--
 .../template-tauri-build-macos-external.yml   | 52 ++++++++++---------
 .../workflows/template-tauri-build-macos.yml  | 23 ++++++++
 ...plate-tauri-build-windows-x64-external.yml | 25 ++++++++-
 .../template-tauri-build-windows-x64.yml      | 24 ++++++++-
 7 files changed, 175 insertions(+), 34 deletions(-)

diff --git a/.github/workflows/template-tauri-build-linux-x64-external.yml b/.github/workflows/template-tauri-build-linux-x64-external.yml
index 59c14a3d6..83c19879f 100644
--- a/.github/workflows/template-tauri-build-linux-x64-external.yml
+++ b/.github/workflows/template-tauri-build-linux-x64-external.yml
@@ -79,8 +79,33 @@ jobs:
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
-          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/Cargo.toml---------"
+          cat ./src-tauri/Cargo.toml
+
+          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
 
           if [ "${{ inputs.channel }}" != "stable" ]; then
             jq '.plugins.updater.endpoints = ["https://delta.jan.ai/${{ inputs.channel }}/latest.json"]' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
diff --git a/.github/workflows/template-tauri-build-linux-x64-flatpak.yml b/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
index 2807a74ae..d8b374cdf 100644
--- a/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
+++ b/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
@@ -100,13 +100,36 @@ jobs:
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
-          # Temporarily enable devtool on prod build
-          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
-          cat ./src-tauri/Cargo.toml
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
 
+          # Temporarily enable devtool on prod build
+          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
+          cat ./src-tauri/Cargo.toml  
+
           # Change app name for beta and nightly builds
           if [ "${{ inputs.channel }}" != "stable" ]; then
             jq '.plugins.updater.endpoints = ["https://delta.jan.ai/${{ inputs.channel }}/latest.json"]' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
diff --git a/.github/workflows/template-tauri-build-linux-x64.yml b/.github/workflows/template-tauri-build-linux-x64.yml
index 3b9daebb5..7cebf389a 100644
--- a/.github/workflows/template-tauri-build-linux-x64.yml
+++ b/.github/workflows/template-tauri-build-linux-x64.yml
@@ -117,11 +117,34 @@ jobs:
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
-          # Temporarily enable devtool on prod build
-          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
-          cat ./src-tauri/Cargo.toml
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/Cargo.toml---------"
+          cat ./src-tauri/Cargo.toml
+
+          # Temporarily enable devtool on prod build
+          ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
           cat ./src-tauri/Cargo.toml
 
           # Change app name for beta and nightly builds
diff --git a/.github/workflows/template-tauri-build-macos-external.yml b/.github/workflows/template-tauri-build-macos-external.yml
index 8f61b86fa..3ba92f263 100644
--- a/.github/workflows/template-tauri-build-macos-external.yml
+++ b/.github/workflows/template-tauri-build-macos-external.yml
@@ -42,31 +42,6 @@ jobs:
         run: |
           cargo install ctoml
 
-      - name: Create bun and uv universal
-        run: |
-          mkdir -p ./src-tauri/resources/bin/
-          cd ./src-tauri/resources/bin/
-          curl -L -o bun-darwin-x64.zip https://github.com/oven-sh/bun/releases/download/bun-v1.2.10/bun-darwin-x64.zip
-          curl -L -o bun-darwin-aarch64.zip https://github.com/oven-sh/bun/releases/download/bun-v1.2.10/bun-darwin-aarch64.zip
-          unzip bun-darwin-x64.zip
-          unzip bun-darwin-aarch64.zip
-          lipo -create -output bun-universal-apple-darwin bun-darwin-x64/bun bun-darwin-aarch64/bun
-          cp -f bun-darwin-aarch64/bun bun-aarch64-apple-darwin 
-          cp -f bun-darwin-x64/bun bun-x86_64-apple-darwin
-          cp -f bun-universal-apple-darwin bun
-
-          curl -L -o uv-x86_64.tar.gz https://github.com/astral-sh/uv/releases/download/0.6.17/uv-x86_64-apple-darwin.tar.gz
-          curl -L -o uv-arm64.tar.gz https://github.com/astral-sh/uv/releases/download/0.6.17/uv-aarch64-apple-darwin.tar.gz
-          tar -xzf uv-x86_64.tar.gz
-          tar -xzf uv-arm64.tar.gz
-          mv uv-x86_64-apple-darwin uv-x86_64
-          mv uv-aarch64-apple-darwin uv-aarch64
-          lipo -create -output uv-universal-apple-darwin uv-x86_64/uv uv-aarch64/uv
-          cp -f uv-x86_64/uv uv-x86_64-apple-darwin
-          cp -f uv-aarch64/uv uv-aarch64-apple-darwin
-          cp -f uv-universal-apple-darwin uv
-          ls -la
-
       - name: Update app version
         run: |
           echo "Version: ${{ inputs.new_version }}"
@@ -74,8 +49,35 @@ jobs:
           mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
+          
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/Cargo.toml---------"
+          cat ./src-tauri/Cargo.toml
+          
           ctoml ./src-tauri/Cargo.toml dependencies.tauri.features[] "devtools"
+          
           if [ "${{ inputs.channel }}" != "stable" ]; then
             jq '.plugins.updater.endpoints = ["https://delta.jan.ai/${{ inputs.channel }}/latest.json"]' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
             mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
diff --git a/.github/workflows/template-tauri-build-macos.yml b/.github/workflows/template-tauri-build-macos.yml
index 4646041cf..82370b10b 100644
--- a/.github/workflows/template-tauri-build-macos.yml
+++ b/.github/workflows/template-tauri-build-macos.yml
@@ -101,7 +101,30 @@ jobs:
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
 
           # Temporarily enable devtool on prod build
diff --git a/.github/workflows/template-tauri-build-windows-x64-external.yml b/.github/workflows/template-tauri-build-windows-x64-external.yml
index ed1d601a3..5559fe146 100644
--- a/.github/workflows/template-tauri-build-windows-x64-external.yml
+++ b/.github/workflows/template-tauri-build-windows-x64-external.yml
@@ -54,9 +54,32 @@ jobs:
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------Cargo.toml---------"
+          echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
+
           if [ "${{ inputs.channel }}" != "stable" ]; then
             jq '.plugins.updater.endpoints = ["https://delta.jan.ai/${{ inputs.channel }}/latest.json"]' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
             mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
diff --git a/.github/workflows/template-tauri-build-windows-x64.yml b/.github/workflows/template-tauri-build-windows-x64.yml
index 1f25e5295..246b3705b 100644
--- a/.github/workflows/template-tauri-build-windows-x64.yml
+++ b/.github/workflows/template-tauri-build-windows-x64.yml
@@ -97,9 +97,31 @@ jobs:
           mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
+
+          # Update tauri plugin versions
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
           
+          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/tauri-plugin-hardware/package.json
+
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+
+          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          
+          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------Cargo.toml---------"
+          echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
 
           # Add sign commands to tauri.windows.conf.json

From 1b120712d49830e6d23fe5ae967a2ae8a467ecc7 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 11:26:15 +0700
Subject: [PATCH 09/22] enhancement: update responsive footer and copy hero
 section

---
 docs/src/components/FooterMenu/index.tsx | 6 +++---
 docs/src/components/Home/index.tsx       | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/src/components/FooterMenu/index.tsx b/docs/src/components/FooterMenu/index.tsx
index 1609430bf..68e1e6e78 100644
--- a/docs/src/components/FooterMenu/index.tsx
+++ b/docs/src/components/FooterMenu/index.tsx
@@ -77,9 +77,9 @@ export default function Footer() {
   return (
     <footer className="py-4 w-full">
       <div className="mx-auto">
-        <div className="grid grid-cols-1 md:grid-cols-6 gap-8">
+        <div className="grid grid-cols-1 lg:grid-cols-6 gap-8">
           {/* Jan Logo and Newsletter */}
-          <div className="md:col-span-2">
+          <div className="md:col-span-1 lg:col-span-2">
             <h2 className="text-[52px] font-bold mb-6">Jan</h2>
             <div>
               <div className="flex items-center gap-2 mb-3">
@@ -138,7 +138,7 @@ export default function Footer() {
           {/* Menu Columns */}
           {FOOTER_MENUS.map((menu) => (
             <div key={menu.title} className="">
-              <h3 className="text-lg mb-4 font-bold">{menu.title}</h3>
+              <h3 className="text-base mb-4 font-bold">{menu.title}</h3>
               <ul className="space-y-2">
                 {menu.links.map((link) => (
                   <li key={link.name}>
diff --git a/docs/src/components/Home/index.tsx b/docs/src/components/Home/index.tsx
index 286e51e7d..1d577b6d8 100644
--- a/docs/src/components/Home/index.tsx
+++ b/docs/src/components/Home/index.tsx
@@ -124,7 +124,7 @@ const Home = () => {
                   </h1>
                 </div>
                 <p className="px-4 lg:px-0 mt-2 text-lg lg:text-2xl font-medium leading-relaxed text-white animate-fade-in-up delay-500 -tracking-[0.6px]">
-                  Jan is the open-source ChatGPT replacement.
+                  The best of open-source AI in an easy-to-use product.
                 </p>
               </div>
               <div className="flex px-4 flex-col lg:flex-row items-center gap-4 w-full justify-center text-center animate-fade-in-up delay-600 mt-8 lg:mt-10">

From 45590e3188cdb8f72c26c6449cb267d2a750057d Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Thu, 25 Sep 2025 12:10:51 +0700
Subject: [PATCH 10/22] ci: fix path for tauri plugins

---
 ...emplate-tauri-build-linux-x64-external.yml | 28 +++++++++----------
 ...template-tauri-build-linux-x64-flatpak.yml | 28 +++++++++----------
 .../template-tauri-build-linux-x64.yml        | 28 +++++++++----------
 .../template-tauri-build-macos-external.yml   | 28 +++++++++----------
 .../workflows/template-tauri-build-macos.yml  | 28 +++++++++----------
 ...plate-tauri-build-windows-x64-external.yml | 28 +++++++++----------
 .../template-tauri-build-windows-x64.yml      | 28 +++++++++----------
 7 files changed, 98 insertions(+), 98 deletions(-)

diff --git a/.github/workflows/template-tauri-build-linux-x64-external.yml b/.github/workflows/template-tauri-build-linux-x64-external.yml
index 83c19879f..a88c48267 100644
--- a/.github/workflows/template-tauri-build-linux-x64-external.yml
+++ b/.github/workflows/template-tauri-build-linux-x64-external.yml
@@ -81,25 +81,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-linux-x64-flatpak.yml b/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
index d8b374cdf..15d4827f7 100644
--- a/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
+++ b/.github/workflows/template-tauri-build-linux-x64-flatpak.yml
@@ -102,25 +102,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-linux-x64.yml b/.github/workflows/template-tauri-build-linux-x64.yml
index 7cebf389a..9e30d5627 100644
--- a/.github/workflows/template-tauri-build-linux-x64.yml
+++ b/.github/workflows/template-tauri-build-linux-x64.yml
@@ -119,25 +119,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-macos-external.yml b/.github/workflows/template-tauri-build-macos-external.yml
index 3ba92f263..0357cc2a2 100644
--- a/.github/workflows/template-tauri-build-macos-external.yml
+++ b/.github/workflows/template-tauri-build-macos-external.yml
@@ -52,25 +52,25 @@ jobs:
           
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-macos.yml b/.github/workflows/template-tauri-build-macos.yml
index 82370b10b..9f8d46f6c 100644
--- a/.github/workflows/template-tauri-build-macos.yml
+++ b/.github/workflows/template-tauri-build-macos.yml
@@ -103,25 +103,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-windows-x64-external.yml b/.github/workflows/template-tauri-build-windows-x64-external.yml
index 5559fe146..16895de65 100644
--- a/.github/workflows/template-tauri-build-windows-x64-external.yml
+++ b/.github/workflows/template-tauri-build-windows-x64-external.yml
@@ -56,25 +56,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"
diff --git a/.github/workflows/template-tauri-build-windows-x64.yml b/.github/workflows/template-tauri-build-windows-x64.yml
index 246b3705b..643fef5ac 100644
--- a/.github/workflows/template-tauri-build-windows-x64.yml
+++ b/.github/workflows/template-tauri-build-windows-x64.yml
@@ -100,25 +100,25 @@ jobs:
 
           # Update tauri plugin versions
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-hardware/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-hardware/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-hardware/package.json
           
-          echo "---------./src-tauri/tauri-plugin-hardware/package.json---------"
-          cat ./src-tauri/tauri-plugin-hardware/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/package.json
 
-          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/tauri-plugin-llamacpp/package.json > /tmp/package.json
-          mv /tmp/package.json ./src-tauri/tauri-plugin-llamacpp/package.json
+          jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-llamacpp/package.json > /tmp/package.json
+          mv /tmp/package.json ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          echo "---------./src-tauri/tauri-plugin-llamacpp/package.json---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/package.json
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/package.json---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/package.json
 
-          ctoml ./src-tauri/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-hardware/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-hardware/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
           
-          ctoml ./src-tauri/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
-          echo "---------./src-tauri/tauri-plugin-llamacpp/Cargo.toml---------"
-          cat ./src-tauri/tauri-plugin-llamacpp/Cargo.toml
+          ctoml ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml package.version "${{ inputs.new_version }}"
+          echo "---------./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml---------"
+          cat ./src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
 
           ctoml ./src-tauri/Cargo.toml package.version "${{ inputs.new_version }}"
           echo "---------./src-tauri/Cargo.toml---------"

From 8479b7c105d3d72ae968045e382ca6ac81789bdb Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 13:12:33 +0700
Subject: [PATCH 11/22] chore: update rename and delete thread from dynamic
 project screen

---
 web-app/src/components/ui/dialog.tsx          |  4 ++--
 web-app/src/containers/LeftPanel.tsx          |  8 ++++---
 web-app/src/containers/ThreadList.tsx         | 22 +++++++++++--------
 .../containers/dialogs/DeleteThreadDialog.tsx | 10 ++++++---
 4 files changed, 27 insertions(+), 17 deletions(-)

diff --git a/web-app/src/components/ui/dialog.tsx b/web-app/src/components/ui/dialog.tsx
index ed95f00b4..dec9cfab0 100644
--- a/web-app/src/components/ui/dialog.tsx
+++ b/web-app/src/components/ui/dialog.tsx
@@ -37,7 +37,7 @@ function DialogOverlay({
     <DialogPrimitive.Overlay
       data-slot="dialog-overlay"
       className={cn(
-        'data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 fixed inset-0 z-50 bg-main-view/80 backdrop-blur-sm',
+        'data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 fixed inset-0 z-[80] bg-main-view/80 backdrop-blur-sm',
         className
       )}
       {...props}
@@ -67,7 +67,7 @@ function DialogContent({
         data-slot="dialog-content"
         aria-describedby={ariaDescribedBy}
         className={cn(
-          'bg-main-view max-h-[calc(100%-80px)] overflow-auto border-main-view-fg/10 text-main-view-fg data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 fixed top-[50%] left-[50%] z-50 grid w-full max-w-[calc(100%-2rem)] translate-x-[-50%] translate-y-[-50%] gap-4 rounded-lg border p-6 shadow-lg duration-200 sm:max-w-lg',
+          'bg-main-view max-h-[calc(100%-80px)] overflow-auto border-main-view-fg/10 text-main-view-fg data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 fixed top-[50%] left-[50%] z-[90] grid w-full max-w-[calc(100%-2rem)] translate-x-[-50%] translate-y-[-50%] gap-4 rounded-lg border p-6 shadow-lg duration-200 sm:max-w-lg',
           className
         )}
         {...props}
diff --git a/web-app/src/containers/LeftPanel.tsx b/web-app/src/containers/LeftPanel.tsx
index cef872119..f2d5c5eee 100644
--- a/web-app/src/containers/LeftPanel.tsx
+++ b/web-app/src/containers/LeftPanel.tsx
@@ -53,7 +53,7 @@ const mainMenus = [
     isEnabled: true,
   },
   {
-    title: 'Projects',
+    title: 'common:projects',
     icon: IconFolderPlus,
     route: route.project,
     isEnabled: true,
@@ -400,7 +400,7 @@ const LeftPanel = () => {
             <div className="space-y-1 py-1">
               <div className="flex items-center justify-between mb-2">
                 <span className="block text-xs text-left-panel-fg/50 px-1 font-semibold">
-                  Projects
+                  {t('common:projects.title')}
                 </span>
               </div>
               <div className="flex flex-col">
@@ -635,7 +635,9 @@ const LeftPanel = () => {
         open={deleteProjectConfirmOpen}
         onOpenChange={setDeleteProjectConfirmOpen}
         onConfirm={confirmProjectDelete}
-        projectName={deletingProjectId ? getFolderById(deletingProjectId)?.name : undefined}
+        projectName={
+          deletingProjectId ? getFolderById(deletingProjectId)?.name : undefined
+        }
       />
     </>
   )
diff --git a/web-app/src/containers/ThreadList.tsx b/web-app/src/containers/ThreadList.tsx
index 40f0e0216..82d638ed8 100644
--- a/web-app/src/containers/ThreadList.tsx
+++ b/web-app/src/containers/ThreadList.tsx
@@ -140,12 +140,6 @@ const SortableItem = memo(
         style={style}
         {...attributes}
         {...listeners}
-        onClick={handleClick}
-        onContextMenu={(e) => {
-          e.preventDefault()
-          e.stopPropagation()
-          setOpenDropdown(true)
-        }}
         className={cn(
           'rounded hover:bg-left-panel-fg/10 flex items-center justify-between gap-2 px-1.5 group/thread-list transition-all',
           variant === 'project'
@@ -154,12 +148,18 @@ const SortableItem = memo(
           isDragging ? 'cursor-move' : 'cursor-pointer',
           isActive && 'bg-left-panel-fg/10'
         )}
+        onContextMenu={(e) => {
+          e.preventDefault()
+          e.stopPropagation()
+          setOpenDropdown(true)
+        }}
       >
         <div
           className={cn(
-            'pr-2 truncate',
-            variant === 'project' ? 'py-2' : 'py-1'
+            'pr-2 truncate flex-1',
+            variant === 'project' ? 'py-2 cursor-pointer' : 'py-1'
           )}
+          onClick={variant === 'project' ? handleClick : undefined}
         >
           <span>{thread.title || t('common:newThread')}</span>
           {variant === 'project' && (
@@ -172,7 +172,10 @@ const SortableItem = memo(
             </>
           )}
         </div>
-        <div className="flex items-center">
+        <div
+          className="flex items-center"
+          onClick={variant !== 'project' ? handleClick : undefined}
+        >
           <DropdownMenu
             open={openDropdown}
             onOpenChange={(open) => setOpenDropdown(open)}
@@ -277,6 +280,7 @@ const SortableItem = memo(
                 thread={thread}
                 onDelete={deleteThread}
                 onDropdownClose={() => setOpenDropdown(false)}
+                variant={variant}
               />
             </DropdownMenuContent>
           </DropdownMenu>
diff --git a/web-app/src/containers/dialogs/DeleteThreadDialog.tsx b/web-app/src/containers/dialogs/DeleteThreadDialog.tsx
index b7d447f5c..d58c1f9ef 100644
--- a/web-app/src/containers/dialogs/DeleteThreadDialog.tsx
+++ b/web-app/src/containers/dialogs/DeleteThreadDialog.tsx
@@ -21,12 +21,14 @@ interface DeleteThreadDialogProps {
   thread: Thread
   onDelete: (threadId: string) => void
   onDropdownClose: () => void
+  variant?: 'default' | 'project'
 }
 
 export function DeleteThreadDialog({
   thread,
   onDelete,
   onDropdownClose,
+  variant = 'default',
 }: DeleteThreadDialogProps) {
   const { t } = useTranslation()
   const navigate = useNavigate()
@@ -48,9 +50,11 @@ export function DeleteThreadDialog({
       id: 'delete-thread',
       description: t('common:toast.deleteThread.description'),
     })
-    setTimeout(() => {
-      navigate({ to: route.home })
-    }, 0)
+    if (variant !== 'project') {
+      setTimeout(() => {
+        navigate({ to: route.home })
+      }, 0)
+    }
   }
 
   const handleKeyDown = (e: React.KeyboardEvent) => {

From 7fe58d6bee6679210e7bbc9f36f7169f484dbc62 Mon Sep 17 00:00:00 2001
From: Louis <louis@jan.ai>
Date: Thu, 25 Sep 2025 13:19:14 +0700
Subject: [PATCH 12/22] fix: allow users cancel backend download (#6582)

* fix: allow users cancel backend download

* fix: should not redownload on cancel
---
 extensions/llamacpp-extension/src/backend.ts  |  5 ++-
 web-app/src/containers/DownloadManegement.tsx | 42 ++++++++++++-------
 2 files changed, 30 insertions(+), 17 deletions(-)

diff --git a/extensions/llamacpp-extension/src/backend.ts b/extensions/llamacpp-extension/src/backend.ts
index c0fc7093d..7f5e8a22b 100644
--- a/extensions/llamacpp-extension/src/backend.ts
+++ b/extensions/llamacpp-extension/src/backend.ts
@@ -319,7 +319,10 @@ export async function downloadBackend(
     events.emit('onFileDownloadSuccess', { modelId: taskId, downloadType })
   } catch (error) {
     // Fallback: if GitHub fails, retry once with CDN
-    if (source === 'github') {
+    if (
+      source === 'github' &&
+      error?.toString() !== 'Error: Download cancelled'
+    ) {
       console.warn(`GitHub download failed, falling back to CDN:`, error)
       return await downloadBackend(backend, version, 'cdn')
     }
diff --git a/web-app/src/containers/DownloadManegement.tsx b/web-app/src/containers/DownloadManegement.tsx
index 92bb3ee85..e0d829740 100644
--- a/web-app/src/containers/DownloadManegement.tsx
+++ b/web-app/src/containers/DownloadManegement.tsx
@@ -400,23 +400,33 @@ export function DownloadManagement() {
                           className="text-main-view-fg/70 cursor-pointer"
                           title="Cancel download"
                           onClick={() => {
-                            serviceHub
-                              .models()
-                              .abortDownload(download.name)
-                              .then(() => {
-                                toast.info(
-                                  t('common:toast.downloadCancelled.title'),
-                                  {
-                                    id: 'cancel-download',
-                                    description: t(
-                                      'common:toast.downloadCancelled.description'
-                                    ),
-                                  }
+                            // TODO: Consolidate cancellation logic
+                            if (download.id.startsWith('llamacpp')) {
+                              const downloadManager =
+                                window.core.extensionManager.getByName(
+                                  '@janhq/download-extension'
                                 )
-                                if (downloadProcesses.length === 0) {
-                                  setIsPopoverOpen(false)
-                                }
-                              })
+
+                              downloadManager.cancelDownload(download.id)
+                            } else {
+                              serviceHub
+                                .models()
+                                .abortDownload(download.name)
+                                .then(() => {
+                                  toast.info(
+                                    t('common:toast.downloadCancelled.title'),
+                                    {
+                                      id: 'cancel-download',
+                                      description: t(
+                                        'common:toast.downloadCancelled.description'
+                                      ),
+                                    }
+                                  )
+                                  if (downloadProcesses.length === 0) {
+                                    setIsPopoverOpen(false)
+                                  }
+                                })
+                            }
                           }}
                         />
                       </div>

From ba768d46e63579bf83fc62f50389b137cbed9479 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 13:24:06 +0700
Subject: [PATCH 13/22] chore: update dialog test case

---
 .../components/ui/__tests__/dialog.test.tsx   | 127 ++++++++++++++++--
 1 file changed, 114 insertions(+), 13 deletions(-)

diff --git a/web-app/src/components/ui/__tests__/dialog.test.tsx b/web-app/src/components/ui/__tests__/dialog.test.tsx
index 710862533..b4c1f5aab 100644
--- a/web-app/src/components/ui/__tests__/dialog.test.tsx
+++ b/web-app/src/components/ui/__tests__/dialog.test.tsx
@@ -2,6 +2,7 @@ import { render, screen, fireEvent } from '@testing-library/react'
 import { describe, it, expect, vi } from 'vitest'
 import userEvent from '@testing-library/user-event'
 import React from 'react'
+import '@testing-library/jest-dom'
 import {
   Dialog,
   DialogTrigger,
@@ -117,7 +118,7 @@ describe('Dialog Components', () => {
 
   it('applies proper classes to dialog content', async () => {
     const user = userEvent.setup()
-    
+
     render(
       <Dialog>
         <DialogTrigger>Open Dialog</DialogTrigger>
@@ -128,27 +129,38 @@ describe('Dialog Components', () => {
         </DialogContent>
       </Dialog>
     )
-    
+
     await user.click(screen.getByText('Open Dialog'))
-    
+
     const dialogContent = screen.getByRole('dialog')
     expect(dialogContent).toHaveClass(
       'bg-main-view',
+      'max-h-[calc(100%-80px)]',
+      'overflow-auto',
+      'border-main-view-fg/10',
+      'text-main-view-fg',
       'fixed',
       'top-[50%]',
       'left-[50%]',
-      'z-50',
+      'z-[90]',
+      'grid',
+      'w-full',
+      'max-w-[calc(100%-2rem)]',
       'translate-x-[-50%]',
       'translate-y-[-50%]',
-      'border',
+      'gap-4',
       'rounded-lg',
-      'shadow-lg'
+      'border',
+      'p-6',
+      'shadow-lg',
+      'duration-200',
+      'sm:max-w-lg'
     )
   })
 
   it('applies proper classes to dialog header', async () => {
     const user = userEvent.setup()
-    
+
     render(
       <Dialog>
         <DialogTrigger>Open Dialog</DialogTrigger>
@@ -159,11 +171,11 @@ describe('Dialog Components', () => {
         </DialogContent>
       </Dialog>
     )
-    
+
     await user.click(screen.getByText('Open Dialog'))
-    
+
     const dialogHeader = screen.getByText('Dialog Title').closest('div')
-    expect(dialogHeader).toHaveClass('flex', 'flex-col', 'gap-2', 'text-center')
+    expect(dialogHeader).toHaveClass('flex', 'flex-col', 'gap-2', 'text-center', 'sm:text-left')
   })
 
   it('applies proper classes to dialog title', async () => {
@@ -299,7 +311,7 @@ describe('Dialog Components', () => {
   it('supports onOpenChange callback', async () => {
     const onOpenChange = vi.fn()
     const user = userEvent.setup()
-    
+
     render(
       <Dialog onOpenChange={onOpenChange}>
         <DialogTrigger>Open Dialog</DialogTrigger>
@@ -310,9 +322,98 @@ describe('Dialog Components', () => {
         </DialogContent>
       </Dialog>
     )
-    
+
     await user.click(screen.getByText('Open Dialog'))
-    
+
     expect(onOpenChange).toHaveBeenCalledWith(true)
   })
+
+  it('can hide close button when showCloseButton is false', async () => {
+    const user = userEvent.setup()
+
+    render(
+      <Dialog>
+        <DialogTrigger>Open Dialog</DialogTrigger>
+        <DialogContent showCloseButton={false}>
+          <DialogHeader>
+            <DialogTitle>Dialog Title</DialogTitle>
+          </DialogHeader>
+        </DialogContent>
+      </Dialog>
+    )
+
+    await user.click(screen.getByText('Open Dialog'))
+
+    expect(screen.queryByRole('button', { name: /close/i })).not.toBeInTheDocument()
+  })
+
+  it('shows close button by default', async () => {
+    const user = userEvent.setup()
+
+    render(
+      <Dialog>
+        <DialogTrigger>Open Dialog</DialogTrigger>
+        <DialogContent>
+          <DialogHeader>
+            <DialogTitle>Dialog Title</DialogTitle>
+          </DialogHeader>
+        </DialogContent>
+      </Dialog>
+    )
+
+    await user.click(screen.getByText('Open Dialog'))
+
+    expect(screen.getByRole('button', { name: /close/i })).toBeInTheDocument()
+  })
+
+  it('accepts aria-describedby prop', async () => {
+    const user = userEvent.setup()
+
+    render(
+      <Dialog>
+        <DialogTrigger>Open Dialog</DialogTrigger>
+        <DialogContent aria-describedby="custom-description">
+          <DialogHeader>
+            <DialogTitle>Dialog Title</DialogTitle>
+          </DialogHeader>
+          <p id="custom-description">Custom description text</p>
+        </DialogContent>
+      </Dialog>
+    )
+
+    await user.click(screen.getByText('Open Dialog'))
+
+    const dialogContent = screen.getByRole('dialog')
+    expect(dialogContent).toHaveAttribute('aria-describedby', 'custom-description')
+  })
+
+  it('applies data-slot attributes to components', async () => {
+    const user = userEvent.setup()
+
+    render(
+      <Dialog>
+        <DialogTrigger>Open Dialog</DialogTrigger>
+        <DialogContent>
+          <DialogHeader>
+            <DialogTitle>Dialog Title</DialogTitle>
+            <DialogDescription>Dialog description</DialogDescription>
+          </DialogHeader>
+          <div>Dialog body content</div>
+          <DialogFooter>
+            <button>Footer button</button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+    )
+
+    expect(screen.getByText('Open Dialog')).toHaveAttribute('data-slot', 'dialog-trigger')
+
+    await user.click(screen.getByText('Open Dialog'))
+
+    expect(screen.getByRole('dialog')).toHaveAttribute('data-slot', 'dialog-content')
+    expect(screen.getByText('Dialog Title').closest('div')).toHaveAttribute('data-slot', 'dialog-header')
+    expect(screen.getByText('Dialog Title')).toHaveAttribute('data-slot', 'dialog-title')
+    expect(screen.getByText('Dialog description')).toHaveAttribute('data-slot', 'dialog-description')
+    expect(screen.getByText('Footer button').closest('div')).toHaveAttribute('data-slot', 'dialog-footer')
+  })
 })
\ No newline at end of file

From 11b3a60675fea113a60b9a1c9f95eaecdf38aba6 Mon Sep 17 00:00:00 2001
From: Akarshan Biswas <akarshan@menlo.ai>
Date: Thu, 25 Sep 2025 12:17:57 +0530
Subject: [PATCH 14/22] fix: refactor, fix and move gguf support utilities to
 backend (#6584)

* feat: move estimateKVCacheSize to BE

* feat: Migrate model planning to backend

This commit migrates the model load planning logic from the frontend to the Tauri backend. This refactors the `planModelLoad` and `isModelSupported` methods into the `tauri-plugin-llamacpp` plugin, making them directly callable from the Rust core.

The model planning now incorporates a more robust and accurate memory estimation, considering both VRAM and system RAM, and introduces a `batch_size` parameter to the model plan.

**Key changes:**

- **Moved `planModelLoad` to `tauri-plugin-llamacpp`:** The core logic for determining GPU layers, context length, and memory offloading is now in Rust for better performance and accuracy.
- **Moved `isModelSupported` to `tauri-plugin-llamacpp`:** The model support check is also now handled by the backend.
- **Removed `getChatClient` from `AIEngine`:** This optional method was not implemented and has been removed from the abstract class.
- **Improved KV Cache estimation:** The `estimate_kv_cache_internal` function in Rust now accounts for `attention.key_length` and `attention.value_length` if available, and considers sliding window attention for more precise estimates.
- **Introduced `batch_size` in ModelPlan:** The model plan now includes a `batch_size` property, which will be automatically adjusted based on the determined `ModelMode` (e.g., lower for CPU/Hybrid modes).
- **Updated `llamacpp-extension`:** The frontend extension now calls the new Tauri commands for model planning and support checks.
- **Removed `batch_size` from `llamacpp-extension/settings.json`:** The batch size is now dynamically determined by the planning logic and will be set as a model setting directly.
- **Updated `ModelSetting` and `useModelProvider` hooks:** These now handle the new `batch_size` property in model settings.
- **Added new Tauri commands and permissions:** `get_model_size`, `is_model_supported`, and `plan_model_load` are new commands with corresponding permissions.
- **Consolidated `ModelSupportStatus` and `KVCacheEstimate`:** These types are now defined in `src/tauri/plugins/tauri-plugin-llamacpp/src/gguf/types.rs`.

This refactoring centralizes critical model resource management logic, improving consistency and maintainability, and lays the groundwork for more sophisticated model loading strategies.

* feat: refine model planner to handle more memory scenarios

This commit introduces several improvements to the `plan_model_load` function, enhancing its ability to determine a suitable model loading strategy based on system memory constraints. Specifically, it includes:

-   **VRAM calculation improvements:**  Corrects the calculation of total VRAM by iterating over GPUs and multiplying by 1024*1024, improving accuracy.
-   **Hybrid plan optimization:**  Implements a more robust hybrid plan strategy, iterating through GPU layer configurations to find the highest possible GPU usage while remaining within VRAM limits.
-   **Minimum context length enforcement:** Enforces a minimum context length for the model, ensuring that the model can be loaded and used effectively.
-   **Fallback to CPU mode:** If a hybrid plan isn't feasible, it now correctly falls back to a CPU-only mode.
-   **Improved logging:** Enhanced logging to provide more detailed information about the memory planning process, including VRAM, RAM, and GPU layers.
-   **Batch size adjustment:** Updated batch size based on the selected mode, ensuring efficient utilization of available resources.
-   **Error handling and edge cases:**  Improved error handling and edge case management to prevent unexpected failures.
-   **Constants:** Added constants for easier maintenance and understanding.
-   **Power-of-2 adjustment:** Added power of 2 adjustment for max context length to ensure correct sizing for the LLM.

These changes improve the reliability and robustness of the model planning process, allowing it to handle a wider range of hardware configurations and model sizes.

* Add log for raw GPU info from tauri-plugin-hardware

* chore: update linux runner for tauri build

* feat: Improve GPU memory calculation for unified memory

This commit improves the logic for calculating usable VRAM, particularly for systems with **unified memory** like Apple Silicon. Previously, the application would report 0 total VRAM if no dedicated GPUs were found, leading to incorrect calculations and failed model loads.

This change modifies the VRAM calculation to fall back to the total system RAM if no discrete GPUs are detected. This is a common and correct approach for unified memory architectures, where the CPU and GPU share the same memory pool.

Additionally, this commit refactors the logic for calculating usable VRAM and RAM to prevent potential underflow by checking if the total memory is greater than the reserved bytes before subtracting. This ensures the calculation remains safe and correct.

* chore: fix update migration version

* fix: enable unified memory support on model support indicator

* Use total_system_memory in bytes

---------

Co-authored-by: Minh141120 <minh.itptit@gmail.com>
Co-authored-by: Faisal Amir <urmauur@gmail.com>
---
 .../template-tauri-build-linux-x64.yml        |   2 +-
 .../browser/extensions/engines/AIEngine.ts    |   5 -
 extensions/llamacpp-extension/settings.json   |  12 -
 extensions/llamacpp-extension/src/backend.ts  |   1 -
 extensions/llamacpp-extension/src/index.ts    | 395 ++----------------
 .../plugins/tauri-plugin-hardware/src/lib.rs  |   2 +
 .../plugins/tauri-plugin-llamacpp/Cargo.toml  |   1 +
 .../plugins/tauri-plugin-llamacpp/build.rs    |   4 +
 .../tauri-plugin-llamacpp/guest-js/index.ts   | 105 +++--
 .../commands/estimate_kv_cache_size.toml      |  13 +
 .../commands/get_model_size.toml              |  13 +
 .../commands/is_model_supported.toml          |  13 +
 .../commands/plan_model_load.toml             |  13 +
 .../permissions/autogenerated/reference.md    | 108 +++++
 .../permissions/default.toml                  |  12 +-
 .../permissions/schemas/schema.json           |  52 ++-
 .../src/gguf/commands.rs                      | 179 +++++---
 .../tauri-plugin-llamacpp/src/gguf/mod.rs     |   2 +
 .../src/gguf/model_planner.rs                 | 318 ++++++++++++++
 .../tauri-plugin-llamacpp/src/gguf/types.rs   |  41 +-
 .../tauri-plugin-llamacpp/src/gguf/utils.rs   | 164 ++++++++
 .../plugins/tauri-plugin-llamacpp/src/lib.rs  |   4 +
 src-tauri/src/core/filesystem/commands.rs     |   7 +-
 web-app/src/containers/ModelSetting.tsx       |  13 +-
 web-app/src/hooks/useModelProvider.ts         |  33 +-
 web-app/src/lib/predefined.ts                 |  12 +
 web-app/src/services/models/default.ts        |  10 +-
 web-app/src/services/models/types.ts          |   1 +
 28 files changed, 1054 insertions(+), 481 deletions(-)
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/estimate_kv_cache_size.toml
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/get_model_size.toml
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/is_model_supported.toml
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/plan_model_load.toml
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/model_planner.rs
 create mode 100644 src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/utils.rs

diff --git a/.github/workflows/template-tauri-build-linux-x64.yml b/.github/workflows/template-tauri-build-linux-x64.yml
index 9e30d5627..bd9b38369 100644
--- a/.github/workflows/template-tauri-build-linux-x64.yml
+++ b/.github/workflows/template-tauri-build-linux-x64.yml
@@ -53,7 +53,7 @@ on:
         value: ${{ jobs.build-linux-x64.outputs.APPIMAGE_FILE_NAME }}
 jobs:
   build-linux-x64:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     outputs:
       DEB_SIG: ${{ steps.packageinfo.outputs.DEB_SIG }}
       APPIMAGE_SIG: ${{ steps.packageinfo.outputs.APPIMAGE_SIG }}
diff --git a/core/src/browser/extensions/engines/AIEngine.ts b/core/src/browser/extensions/engines/AIEngine.ts
index 855f6e4dc..af63d9b19 100644
--- a/core/src/browser/extensions/engines/AIEngine.ts
+++ b/core/src/browser/extensions/engines/AIEngine.ts
@@ -289,11 +289,6 @@ export abstract class AIEngine extends BaseExtension {
    */
   abstract getLoadedModels(): Promise<string[]>
 
-  /**
-   * Optional method to get the underlying chat client
-   */
-  getChatClient?(sessionId: string): any
-
   /**
    * Check if a tool is supported by the model
    * @param modelId
diff --git a/extensions/llamacpp-extension/settings.json b/extensions/llamacpp-extension/settings.json
index 2bca12c0f..ce5fc62e4 100644
--- a/extensions/llamacpp-extension/settings.json
+++ b/extensions/llamacpp-extension/settings.json
@@ -96,18 +96,6 @@
       "textAlign": "right"
     }
   },
-  {
-    "key": "batch_size",
-    "title": "Batch Size",
-    "description": "Logical maximum batch size for processing prompts.",
-    "controllerType": "input",
-    "controllerProps": {
-      "value": 2048,
-      "placeholder": "2048",
-      "type": "number",
-      "textAlign": "right"
-    }
-  },
   {
     "key": "ubatch_size",
     "title": "uBatch Size",
diff --git a/extensions/llamacpp-extension/src/backend.ts b/extensions/llamacpp-extension/src/backend.ts
index 7f5e8a22b..d60ecc138 100644
--- a/extensions/llamacpp-extension/src/backend.ts
+++ b/extensions/llamacpp-extension/src/backend.ts
@@ -46,7 +46,6 @@ export async function getLocalInstalledBackends(): Promise<
       }
     }
   }
-  console.debug(local)
   return local
 }
 
diff --git a/extensions/llamacpp-extension/src/index.ts b/extensions/llamacpp-extension/src/index.ts
index 8fad4fd87..78e7c04f3 100644
--- a/extensions/llamacpp-extension/src/index.ts
+++ b/extensions/llamacpp-extension/src/index.ts
@@ -37,7 +37,13 @@ import {
 import { invoke } from '@tauri-apps/api/core'
 import { getProxyConfig } from './util'
 import { basename } from '@tauri-apps/api/path'
-import { readGgufMetadata } from '@janhq/tauri-plugin-llamacpp-api'
+import {
+  readGgufMetadata,
+  estimateKVCacheSize,
+  getModelSize,
+  isModelSupported,
+  planModelLoadInternal,
+} from '@janhq/tauri-plugin-llamacpp-api'
 import { getSystemUsage, getSystemInfo } from '@janhq/tauri-plugin-hardware-api'
 
 // Error message constant - matches web-app/src/utils/error.ts
@@ -82,6 +88,7 @@ type ModelPlan = {
   maxContextLength: number
   noOffloadKVCache: boolean
   offloadMmproj?: boolean
+  batchSize: number
   mode: 'GPU' | 'Hybrid' | 'CPU' | 'Unsupported'
 }
 
@@ -2006,11 +2013,6 @@ export default class llamacpp_extension extends AIEngine {
     return responseData as EmbeddingResponse
   }
 
-  // Optional method for direct client access
-  override getChatClient(sessionId: string): any {
-    throw new Error('method not implemented yet')
-  }
-
   /**
    * Check if a tool is supported by the model
    * Currently read from GGUF chat_template
@@ -2073,7 +2075,7 @@ export default class llamacpp_extension extends AIEngine {
     path: string,
     meta: Record<string, string>
   ): Promise<{ layerSize: number; totalLayers: number }> {
-    const modelSize = await this.getModelSize(path)
+    const modelSize = await getModelSize(path)
     const arch = meta['general.architecture']
     const totalLayers = Number(meta[`${arch}.block_count`]) + 2 // 1 for lm_head layer and 1 for embedding layer
     if (!totalLayers) throw new Error('Invalid metadata: block_count not found')
@@ -2089,335 +2091,27 @@ export default class llamacpp_extension extends AIEngine {
       /^\/\/[^/]+/.test(norm) // UNC path //server/share
     )
   }
-
+  /*
+    * if (!this.isAbsolutePath(path))
+      path = await joinPath([await getJanDataFolderPath(), path])
+    if (mmprojPath && !this.isAbsolutePath(mmprojPath))
+      mmprojPath = await joinPath([await getJanDataFolderPath(), path])
+  */
   async planModelLoad(
     path: string,
     mmprojPath?: string,
     requestedCtx?: number
   ): Promise<ModelPlan> {
-    if (!this.isAbsolutePath(path))
+    if (!this.isAbsolutePath(path)) {
       path = await joinPath([await getJanDataFolderPath(), path])
+    }
     if (mmprojPath && !this.isAbsolutePath(mmprojPath))
       mmprojPath = await joinPath([await getJanDataFolderPath(), path])
-    const modelSize = await this.getModelSize(path)
-    const memoryInfo = await this.getTotalSystemMemory()
-    const gguf = await readGgufMetadata(path)
-
-    // Get mmproj size if provided
-    let mmprojSize = 0
-    if (mmprojPath) {
-      mmprojSize = await this.getModelSize(mmprojPath)
-    }
-
-    const { layerSize, totalLayers } = await this.getLayerSize(
-      path,
-      gguf.metadata
-    )
-
-    const kvCachePerToken = (await this.estimateKVCache(gguf.metadata))
-      .perTokenSize
-
-    logger.info(
-      `Model size: ${modelSize}, Layer size: ${layerSize}, Total layers: ${totalLayers}, KV cache per token: ${kvCachePerToken}`
-    )
-
-    // Validate critical values
-    if (!modelSize || modelSize <= 0) {
-      throw new Error(`Invalid model size: ${modelSize}`)
-    }
-    if (!kvCachePerToken || kvCachePerToken <= 0) {
-      throw new Error(`Invalid KV cache per token: ${kvCachePerToken}`)
-    }
-    if (!layerSize || layerSize <= 0) {
-      throw new Error(`Invalid layer size: ${layerSize}`)
-    }
-
-    // Reserve memory for OS, other applications, and fixed engine overhead.
-    const VRAM_RESERVE_GB = 0.5
-    const VRAM_RESERVE_BYTES = VRAM_RESERVE_GB * 1024 * 1024 * 1024
-    const ENGINE_FIXED_OVERHEAD_BYTES = 0.2 * 1024 * 1024 * 1024 // For scratch buffers etc.
-
-    // Get model's maximum context length
-    const arch = gguf.metadata['general.architecture']
-    const modelMaxContextLength =
-      Number(gguf.metadata[`${arch}.context_length`]) || 8192
-
-    const MIN_CONTEXT_LENGTH = 1024
-
-    // Memory percentages applied to both VRAM and RAM
-    const memoryPercentages = { high: 0.7, medium: 0.5, low: 0.4 }
-
-    logger.info(
-      `Memory info - Total (VRAM + RAM): ${memoryInfo.totalMemory}, Total VRAM: ${memoryInfo.totalVRAM}, Mode: ${this.memoryMode}`
-    )
-
-    if (!memoryInfo.totalMemory || isNaN(memoryInfo.totalMemory)) {
-      throw new Error(`Invalid total memory: ${memoryInfo.totalMemory}`)
-    }
-    if (!memoryInfo.totalVRAM || isNaN(memoryInfo.totalVRAM)) {
-      throw new Error(`Invalid total VRAM: ${memoryInfo.totalVRAM}`)
-    }
-    if (!this.memoryMode || !(this.memoryMode in memoryPercentages)) {
-      throw new Error(
-        `Invalid memory mode: ${this.memoryMode}. Must be 'high', 'medium', or 'low'`
-      )
-    }
-
-    // Apply memory mode to both VRAM and RAM separately
-    const memoryModeMultiplier = memoryPercentages[this.memoryMode]
-    const usableVRAM = Math.max(
-      0,
-      memoryInfo.totalVRAM * memoryModeMultiplier -
-        VRAM_RESERVE_BYTES -
-        ENGINE_FIXED_OVERHEAD_BYTES
-    )
-
-    const actualSystemRAM = Math.max(0, memoryInfo.totalRAM)
-    const usableSystemMemory = actualSystemRAM * memoryModeMultiplier
-
-    logger.info(
-      `Actual System RAM: ${actualSystemRAM}, Usable VRAM for plan: ${usableVRAM}, Usable System Memory: ${usableSystemMemory}`
-    )
-
-    let gpuLayers = 0
-    let maxContextLength = 0
-    let noOffloadKVCache = false
-    let mode: ModelPlan['mode'] = 'Unsupported'
-    let offloadMmproj = false
-
-    let remainingVRAM = usableVRAM
-    if (mmprojSize > 0 && mmprojSize <= remainingVRAM) {
-      offloadMmproj = true
-      remainingVRAM -= mmprojSize
-    }
-    const vramForMinContext = (
-      await this.estimateKVCache(gguf.metadata, MIN_CONTEXT_LENGTH)
-    ).size
-
-    const ramForModel = modelSize + (offloadMmproj ? 0 : mmprojSize)
-    if (ramForModel + vramForMinContext > usableSystemMemory + usableVRAM) {
-      logger.error(
-        `Model unsupported. Not enough resources for model and min context.`
-      )
-      return {
-        gpuLayers: 0,
-        maxContextLength: 0,
-        noOffloadKVCache: true,
-        mode: 'Unsupported',
-        offloadMmproj: false,
-      }
-    }
-
-    const targetContext = Math.min(
-      requestedCtx || modelMaxContextLength,
-      modelMaxContextLength
-    )
-
-    let targetContextSize = (
-      await this.estimateKVCache(gguf.metadata, targetContext)
-    ).size
-
-    // Use `kvCachePerToken` for all VRAM calculations
-    if (modelSize + targetContextSize <= remainingVRAM) {
-      mode = 'GPU'
-      gpuLayers = totalLayers
-      maxContextLength = targetContext
-      noOffloadKVCache = false
-      logger.info(
-        'Planning: Ideal case fits. All layers and target context in VRAM.'
-      )
-    } else if (modelSize <= remainingVRAM) {
-      mode = 'GPU'
-      gpuLayers = totalLayers
-      noOffloadKVCache = false
-      const vramLeftForContext = remainingVRAM - modelSize
-      maxContextLength = Math.floor(vramLeftForContext / kvCachePerToken)
-
-      // Add safety check to prevent OOM
-      const safetyBuffer = 0.9 // Use 90% of calculated context to be safe
-      maxContextLength = Math.floor(maxContextLength * safetyBuffer)
-
-      logger.info(
-        `Planning: All layers fit in VRAM, but context must be reduced. VRAM left: ${vramLeftForContext}, kvCachePerToken: ${kvCachePerToken}, calculated context: ${maxContextLength}`
-      )
-    } else {
-      const vramAvailableForLayers = remainingVRAM - vramForMinContext
-
-      if (vramAvailableForLayers >= layerSize) {
-        mode = 'Hybrid'
-        gpuLayers = Math.min(
-          Math.floor(vramAvailableForLayers / layerSize),
-          totalLayers
-        )
-        noOffloadKVCache = false
-        const vramUsedByLayers = gpuLayers * layerSize
-        const vramLeftForContext = remainingVRAM - vramUsedByLayers
-        maxContextLength = Math.floor(vramLeftForContext / kvCachePerToken)
-
-        logger.info(
-          'Planning: Hybrid mode. Offloading layers to fit context in VRAM.'
-        )
-      }
-    }
-
-    // Fallback logic: try different configurations if no VRAM-based plan worked
-    if (mode === 'Unsupported') {
-      logger.info('Planning: Trying fallback configurations...')
-
-      // Try putting some layers on GPU with KV cache in RAM
-      const possibleGpuLayers = Math.floor(remainingVRAM / layerSize)
-      if (possibleGpuLayers > 0) {
-        gpuLayers = Math.min(possibleGpuLayers, totalLayers)
-        const ramUsedByCpuLayers = (totalLayers - gpuLayers) * layerSize
-        const ramUsedByMmproj = !offloadMmproj ? mmprojSize : 0
-        const availableRamForKv =
-          usableSystemMemory - (ramUsedByCpuLayers + ramUsedByMmproj)
-        // Note: Use `kvCachePerToken` for RAM calculation, as the overhead is GPU-specific
-        const contextInRam = Math.floor(availableRamForKv / kvCachePerToken)
-
-        if (contextInRam >= MIN_CONTEXT_LENGTH) {
-          mode = 'Hybrid'
-          maxContextLength = contextInRam
-          noOffloadKVCache = true
-          logger.info(
-            `Planning: Fallback hybrid - GPU layers: ${gpuLayers}, Context in RAM: ${maxContextLength}`
-          )
-        }
-      }
-
-      // If still unsupported, try pure CPU mode
-      if (mode === 'Unsupported') {
-        gpuLayers = 0
-        noOffloadKVCache = true
-        offloadMmproj = false
-        const ramUsedByModel = modelSize + mmprojSize
-        const availableRamForKv = usableSystemMemory - ramUsedByModel
-        maxContextLength = Math.floor(availableRamForKv / kvCachePerToken)
-        if (maxContextLength >= MIN_CONTEXT_LENGTH) {
-          mode = 'CPU'
-          logger.info(`Planning: CPU mode - Context: ${maxContextLength}`)
-        }
-      }
-    }
-
-    if (mode === 'CPU' || noOffloadKVCache) {
-      offloadMmproj = false
-    }
-
-    if (requestedCtx && requestedCtx > 0) {
-      maxContextLength = Math.min(maxContextLength, requestedCtx)
-    }
-
-    maxContextLength = Math.min(maxContextLength, modelMaxContextLength)
-
-    if (maxContextLength < MIN_CONTEXT_LENGTH) {
-      mode = 'Unsupported'
-    }
-
-    if (mode === 'Unsupported') {
-      gpuLayers = 0
-      maxContextLength = 0
-    }
-
-    maxContextLength = isNaN(maxContextLength)
-      ? 0
-      : Math.floor(maxContextLength)
-
-    const mmprojInfo = mmprojPath
-      ? `, mmprojSize=${(mmprojSize / (1024 * 1024)).toFixed(
-          2
-        )}MB, offloadMmproj=${offloadMmproj}`
-      : ''
-
-    logger.info(
-      `Final plan for ${path}: gpuLayers=${gpuLayers}/${totalLayers}, ` +
-        `maxContextLength=${maxContextLength}, noOffloadKVCache=${noOffloadKVCache}, ` +
-        `mode=${mode}${mmprojInfo}`
-    )
-
-    return {
-      gpuLayers,
-      maxContextLength,
-      noOffloadKVCache,
-      mode,
-      offloadMmproj,
-    }
-  }
-  /**
-   * estimate KVCache size from a given metadata
-   */
-  private async estimateKVCache(
-    meta: Record<string, string>,
-    ctx_size?: number
-  ): Promise<{ size: number; perTokenSize: number }> {
-    const arch = meta['general.architecture']
-    if (!arch) throw new Error('Invalid metadata: architecture not found')
-
-    const nLayer = Number(meta[`${arch}.block_count`])
-    if (!nLayer) throw new Error('Invalid metadata: block_count not found')
-
-    const nHead = Number(meta[`${arch}.attention.head_count`])
-    if (!nHead) throw new Error('Invalid metadata: head_count not found')
-
-    // Try to get key/value lengths first (more accurate)
-    const keyLen = Number(meta[`${arch}.attention.key_length`])
-    const valLen = Number(meta[`${arch}.attention.value_length`])
-
-    let headDim: number
-
-    if (keyLen && valLen) {
-      // Use explicit key/value lengths if available
-      logger.info(
-        `Using explicit key_length: ${keyLen}, value_length: ${valLen}`
-      )
-      headDim = keyLen + valLen
-    } else {
-      // Fall back to embedding_length estimation
-      const embeddingLen = Number(meta[`${arch}.embedding_length`])
-      if (!embeddingLen)
-        throw new Error('Invalid metadata: embedding_length not found')
-
-      // Standard transformer: head_dim = embedding_dim / num_heads
-      // For KV cache: we need both K and V, so 2 * head_dim per head
-      headDim = (embeddingLen / nHead) * 2
-      logger.info(
-        `Using embedding_length estimation: ${embeddingLen}, calculated head_dim: ${headDim}`
-      )
-    }
-
-    const maxCtx = Number(meta[`${arch}.context_length`])
-    if (!maxCtx) throw new Error('Invalid metadata: context_length not found')
-
-    // b) If the user supplied a value, clamp it to the model's max
-    let ctxLen = ctx_size ? Math.min(ctx_size, maxCtx) : maxCtx
-
-    logger.info(`Final context length used for KV size: ${ctxLen}`)
-    logger.info(`nLayer: ${nLayer}, nHead: ${nHead}, headDim (K+V): ${headDim}`)
-
-    logger.info(`ctxLen: ${ctxLen}`)
-    logger.info(`nLayer: ${nLayer}`)
-    logger.info(`nHead: ${nHead}`)
-    logger.info(`headDim: ${headDim}`)
-
-    // Consider f16 by default
-    // Can be extended by checking cache-type-v and cache-type-k
-    // but we are checking overall compatibility with the default settings
-    // fp16 = 8 bits * 2 = 16
-    const bytesPerElement = 2
-
-    // Total KV cache size per token = nHead * headDim * bytesPerElement * nLayer
-    const kvPerToken = nHead * headDim * bytesPerElement * nLayer
-
-    return { size: ctxLen * kvPerToken, perTokenSize: kvPerToken }
-  }
-
-  private async getModelSize(path: string): Promise<number> {
-    if (path.startsWith('https://')) {
-      const res = await fetch(path, { method: 'HEAD' })
-      const len = res.headers.get('content-length')
-      return len ? parseInt(len, 10) : 0
-    } else {
-      return (await fs.fileStat(path)).size
+    try {
+      const result = await planModelLoadInternal(path, this.memoryMode, mmprojPath, requestedCtx)
+      return result
+    } catch (e) {
+      throw new Error(String(e))
     }
   }
 
@@ -2431,50 +2125,11 @@ export default class llamacpp_extension extends AIEngine {
    */
   async isModelSupported(
     path: string,
-    ctx_size?: number
+    ctxSize?: number
   ): Promise<'RED' | 'YELLOW' | 'GREEN'> {
     try {
-      const modelSize = await this.getModelSize(path)
-      const memoryInfo = await this.getTotalSystemMemory()
-
-      logger.info(`modelSize: ${modelSize}`)
-
-      const gguf = await readGgufMetadata(path)
-      let kvCacheSize: number
-      if (ctx_size) {
-        kvCacheSize = (await this.estimateKVCache(gguf.metadata, ctx_size)).size
-      } else {
-        kvCacheSize = (await this.estimateKVCache(gguf.metadata)).size
-      }
-
-      // Total memory consumption = model weights + kvcache
-      const totalRequired = modelSize + kvCacheSize
-      logger.info(
-        `isModelSupported: Total memory requirement: ${totalRequired} for ${path}`
-      )
-
-      // Use 80% of total memory as the usable limit
-      const USABLE_MEMORY_PERCENTAGE = 0.9
-      const usableTotalMemory =
-        memoryInfo.totalRAM * USABLE_MEMORY_PERCENTAGE +
-        memoryInfo.totalVRAM * USABLE_MEMORY_PERCENTAGE
-      const usableVRAM = memoryInfo.totalVRAM * USABLE_MEMORY_PERCENTAGE
-
-      // Check if model fits in total memory at all (this is the hard limit)
-      if (totalRequired > usableTotalMemory) {
-        return 'RED' // Truly impossible to run
-      }
-
-      // Check if everything fits in VRAM (ideal case)
-      if (totalRequired <= usableVRAM) {
-        return 'GREEN'
-      }
-
-      // If we get here, it means:
-      // - Total requirement fits in combined memory
-      // - But doesn't fit entirely in VRAM
-      // This is the CPU-GPU hybrid scenario
-      return 'YELLOW'
+      const result = await isModelSupported(path, Number(ctxSize))
+      return result
     } catch (e) {
       throw new Error(String(e))
     }
diff --git a/src-tauri/plugins/tauri-plugin-hardware/src/lib.rs b/src-tauri/plugins/tauri-plugin-hardware/src/lib.rs
index 8f0427a6b..228a3731e 100644
--- a/src-tauri/plugins/tauri-plugin-hardware/src/lib.rs
+++ b/src-tauri/plugins/tauri-plugin-hardware/src/lib.rs
@@ -15,6 +15,8 @@ use tauri::Runtime;
 
 static SYSTEM_INFO: OnceLock<SystemInfo> = OnceLock::new();
 
+pub use commands::get_system_info;
+
 /// Initialize the hardware plugin
 pub fn init<R: Runtime>() -> tauri::plugin::TauriPlugin<R> {
     tauri::plugin::Builder::new("hardware")
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml b/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
index fd58f6225..e1a57b962 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
@@ -24,6 +24,7 @@ tauri = { version = "2.5.0", default-features = false, features = [] }
 thiserror = "2.0.12"
 tokio = { version = "1", features = ["full"] }
 reqwest = { version = "0.11", features = ["json", "blocking", "stream"] }
+tauri-plugin-hardware = { path = "../tauri-plugin-hardware" }
 
 # Unix-specific dependencies
 [target.'cfg(unix)'.dependencies]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/build.rs b/src-tauri/plugins/tauri-plugin-llamacpp/build.rs
index ca32eb4d5..93c0f405b 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/build.rs
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/build.rs
@@ -14,6 +14,10 @@ const COMMANDS: &[&str] = &[
     "get_session_by_model",
     // GGUF commands
     "read_gguf_metadata",
+    "estimate_kv_cache_size",
+    "get_model_size",
+    "is_model_supported",
+    "plan_model_load"
 ];
 
 fn main() {
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/guest-js/index.ts b/src-tauri/plugins/tauri-plugin-llamacpp/guest-js/index.ts
index 0380e4fe7..957839a63 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/guest-js/index.ts
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/guest-js/index.ts
@@ -2,28 +2,28 @@ import { invoke } from '@tauri-apps/api/core'
 
 // Types
 export interface SessionInfo {
-  pid: number;
-  port: number;
-  model_id: string;
-  model_path: string;
-  api_key: string;
+  pid: number
+  port: number
+  model_id: string
+  model_path: string
+  api_key: string
 }
 
 export interface DeviceInfo {
-  id: string;
-  name: string;
-  memory: number;
+  id: string
+  name: string
+  memory: number
 }
 
 export interface GgufMetadata {
-  version: number;
-  tensor_count: number;
-  metadata: Record<string, string>;
+  version: number
+  tensor_count: number
+  metadata: Record<string, string>
 }
 
 // Cleanup commands
 export async function cleanupLlamaProcesses(): Promise<void> {
-  return await invoke('plugin:llamacpp|cleanup_llama_processes');
+  return await invoke('plugin:llamacpp|cleanup_llama_processes')
 }
 
 // LlamaCpp server commands
@@ -35,12 +35,12 @@ export async function loadLlamaModel(
   return await invoke('plugin:llamacpp|load_llama_model', {
     backendPath,
     libraryPath,
-    args
-  });
+    args,
+  })
 }
 
 export async function unloadLlamaModel(pid: number): Promise<void> {
-  return await invoke('plugin:llamacpp|unload_llama_model', { pid });
+  return await invoke('plugin:llamacpp|unload_llama_model', { pid })
 }
 
 export async function getDevices(
@@ -49,8 +49,8 @@ export async function getDevices(
 ): Promise<DeviceInfo[]> {
   return await invoke('plugin:llamacpp|get_devices', {
     backendPath,
-    libraryPath
-  });
+    libraryPath,
+  })
 }
 
 export async function generateApiKey(
@@ -59,35 +59,84 @@ export async function generateApiKey(
 ): Promise<string> {
   return await invoke('plugin:llamacpp|generate_api_key', {
     modelId,
-    apiSecret
-  });
+    apiSecret,
+  })
 }
 
 export async function isProcessRunning(pid: number): Promise<boolean> {
-  return await invoke('plugin:llamacpp|is_process_running', { pid });
+  return await invoke('plugin:llamacpp|is_process_running', { pid })
 }
 
 export async function getRandomPort(): Promise<number> {
-  return await invoke('plugin:llamacpp|get_random_port');
+  return await invoke('plugin:llamacpp|get_random_port')
 }
 
-export async function findSessionByModel(modelId: string): Promise<SessionInfo | null> {
-  return await invoke('plugin:llamacpp|find_session_by_model', { modelId });
+export async function findSessionByModel(
+  modelId: string
+): Promise<SessionInfo | null> {
+  return await invoke('plugin:llamacpp|find_session_by_model', { modelId })
 }
 
 export async function getLoadedModels(): Promise<string[]> {
-  return await invoke('plugin:llamacpp|get_loaded_models');
+  return await invoke('plugin:llamacpp|get_loaded_models')
 }
 
 export async function getAllSessions(): Promise<SessionInfo[]> {
-  return await invoke('plugin:llamacpp|get_all_sessions');
+  return await invoke('plugin:llamacpp|get_all_sessions')
 }
 
-export async function getSessionByModel(modelId: string): Promise<SessionInfo | null> {
-  return await invoke('plugin:llamacpp|get_session_by_model', { modelId });
+export async function getSessionByModel(
+  modelId: string
+): Promise<SessionInfo | null> {
+  return await invoke('plugin:llamacpp|get_session_by_model', { modelId })
 }
 
 // GGUF commands
 export async function readGgufMetadata(path: string): Promise<GgufMetadata> {
-  return await invoke('plugin:llamacpp|read_gguf_metadata', { path });
+  return await invoke('plugin:llamacpp|read_gguf_metadata', { path })
+}
+
+export async function estimateKVCacheSize(
+  meta: Record<string, string>,
+  ctxSize?: number
+): Promise<{ size: number; per_token_size: number }> {
+  return await invoke('plugin:llamacpp|estimate_kv_cache_size', {
+    meta,
+    ctxSize,
+  })
+}
+
+export async function getModelSize(path: string): Promise<number> {
+  return await invoke('plugin:llamacpp|get_model_size', { path })
+}
+
+export async function isModelSupported(
+  path: string,
+  ctxSize?: number
+): Promise<'RED' | 'YELLOW' | 'GREEN'> {
+  return await invoke('plugin:llamacpp|is_model_supported', {
+    path,
+    ctxSize,
+  })
+}
+
+export async function planModelLoadInternal(
+  path: string,
+  memoryMode: string,
+  mmprojPath?: string,
+  requestedContext?: number
+): Promise<{
+  gpuLayers: number
+  maxContextLength: number
+  noOffloadKVCache: boolean
+  offloadMmproj?: boolean
+  batchSize: number
+  mode: 'GPU' | 'Hybrid' | 'CPU' | 'Unsupported'
+}> {
+  return await invoke('plugin:llamacpp|plan_model_load', {
+    path,
+    memoryMode,
+    mmprojPath,
+    requestedContext,
+  })
 }
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/estimate_kv_cache_size.toml b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/estimate_kv_cache_size.toml
new file mode 100644
index 000000000..39d419214
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/estimate_kv_cache_size.toml
@@ -0,0 +1,13 @@
+# Automatically generated - DO NOT EDIT!
+
+"$schema" = "../../schemas/schema.json"
+
+[[permission]]
+identifier = "allow-estimate-kv-cache-size"
+description = "Enables the estimate_kv_cache_size command without any pre-configured scope."
+commands.allow = ["estimate_kv_cache_size"]
+
+[[permission]]
+identifier = "deny-estimate-kv-cache-size"
+description = "Denies the estimate_kv_cache_size command without any pre-configured scope."
+commands.deny = ["estimate_kv_cache_size"]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/get_model_size.toml b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/get_model_size.toml
new file mode 100644
index 000000000..7ba81c38e
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/get_model_size.toml
@@ -0,0 +1,13 @@
+# Automatically generated - DO NOT EDIT!
+
+"$schema" = "../../schemas/schema.json"
+
+[[permission]]
+identifier = "allow-get-model-size"
+description = "Enables the get_model_size command without any pre-configured scope."
+commands.allow = ["get_model_size"]
+
+[[permission]]
+identifier = "deny-get-model-size"
+description = "Denies the get_model_size command without any pre-configured scope."
+commands.deny = ["get_model_size"]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/is_model_supported.toml b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/is_model_supported.toml
new file mode 100644
index 000000000..e9c5ad23f
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/is_model_supported.toml
@@ -0,0 +1,13 @@
+# Automatically generated - DO NOT EDIT!
+
+"$schema" = "../../schemas/schema.json"
+
+[[permission]]
+identifier = "allow-is-model-supported"
+description = "Enables the is_model_supported command without any pre-configured scope."
+commands.allow = ["is_model_supported"]
+
+[[permission]]
+identifier = "deny-is-model-supported"
+description = "Denies the is_model_supported command without any pre-configured scope."
+commands.deny = ["is_model_supported"]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/plan_model_load.toml b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/plan_model_load.toml
new file mode 100644
index 000000000..a1a315967
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/commands/plan_model_load.toml
@@ -0,0 +1,13 @@
+# Automatically generated - DO NOT EDIT!
+
+"$schema" = "../../schemas/schema.json"
+
+[[permission]]
+identifier = "allow-plan-model-load"
+description = "Enables the plan_model_load command without any pre-configured scope."
+commands.allow = ["plan_model_load"]
+
+[[permission]]
+identifier = "deny-plan-model-load"
+description = "Denies the plan_model_load command without any pre-configured scope."
+commands.deny = ["plan_model_load"]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/reference.md b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/reference.md
index 898cfe530..faab24f25 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/reference.md
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/autogenerated/reference.md
@@ -16,6 +16,10 @@ Default permissions for the llamacpp plugin
 - `allow-get-all-sessions`
 - `allow-get-session-by-model`
 - `allow-read-gguf-metadata`
+- `allow-estimate-kv-cache-size`
+- `allow-get-model-size`
+- `allow-is-model-supported`
+- `allow-plan-model-load`
 
 ## Permission Table
 
@@ -55,6 +59,32 @@ Denies the cleanup_llama_processes command without any pre-configured scope.
 <tr>
 <td>
 
+`llamacpp:allow-estimate-kv-cache-size`
+
+</td>
+<td>
+
+Enables the estimate_kv_cache_size command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
+`llamacpp:deny-estimate-kv-cache-size`
+
+</td>
+<td>
+
+Denies the estimate_kv_cache_size command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
 `llamacpp:allow-find-session-by-model`
 
 </td>
@@ -185,6 +215,32 @@ Denies the get_loaded_models command without any pre-configured scope.
 <tr>
 <td>
 
+`llamacpp:allow-get-model-size`
+
+</td>
+<td>
+
+Enables the get_model_size command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
+`llamacpp:deny-get-model-size`
+
+</td>
+<td>
+
+Denies the get_model_size command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
 `llamacpp:allow-get-random-port`
 
 </td>
@@ -237,6 +293,32 @@ Denies the get_session_by_model command without any pre-configured scope.
 <tr>
 <td>
 
+`llamacpp:allow-is-model-supported`
+
+</td>
+<td>
+
+Enables the is_model_supported command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
+`llamacpp:deny-is-model-supported`
+
+</td>
+<td>
+
+Denies the is_model_supported command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
 `llamacpp:allow-is-process-running`
 
 </td>
@@ -289,6 +371,32 @@ Denies the load_llama_model command without any pre-configured scope.
 <tr>
 <td>
 
+`llamacpp:allow-plan-model-load`
+
+</td>
+<td>
+
+Enables the plan_model_load command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
+`llamacpp:deny-plan-model-load`
+
+</td>
+<td>
+
+Denies the plan_model_load command without any pre-configured scope.
+
+</td>
+</tr>
+
+<tr>
+<td>
+
 `llamacpp:allow-read-gguf-metadata`
 
 </td>
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/default.toml b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/default.toml
index 08339b766..91938e047 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/default.toml
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/default.toml
@@ -3,10 +3,10 @@ description = "Default permissions for the llamacpp plugin"
 permissions = [
     # Cleanup commands
     "allow-cleanup-llama-processes",
-    
+
     # LlamaCpp server commands
     "allow-load-llama-model",
-    "allow-unload-llama-model", 
+    "allow-unload-llama-model",
     "allow-get-devices",
     "allow-generate-api-key",
     "allow-is-process-running",
@@ -15,7 +15,11 @@ permissions = [
     "allow-get-loaded-models",
     "allow-get-all-sessions",
     "allow-get-session-by-model",
-    
+
     # GGUF commands
-    "allow-read-gguf-metadata"
+    "allow-read-gguf-metadata",
+    "allow-estimate-kv-cache-size",
+    "allow-get-model-size",
+    "allow-is-model-supported",
+    "allow-plan-model-load"
 ]
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/schemas/schema.json b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/schemas/schema.json
index 70ccaf6f7..0dd243ff0 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/permissions/schemas/schema.json
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/permissions/schemas/schema.json
@@ -306,6 +306,18 @@
           "const": "deny-cleanup-llama-processes",
           "markdownDescription": "Denies the cleanup_llama_processes command without any pre-configured scope."
         },
+        {
+          "description": "Enables the estimate_kv_cache_size command without any pre-configured scope.",
+          "type": "string",
+          "const": "allow-estimate-kv-cache-size",
+          "markdownDescription": "Enables the estimate_kv_cache_size command without any pre-configured scope."
+        },
+        {
+          "description": "Denies the estimate_kv_cache_size command without any pre-configured scope.",
+          "type": "string",
+          "const": "deny-estimate-kv-cache-size",
+          "markdownDescription": "Denies the estimate_kv_cache_size command without any pre-configured scope."
+        },
         {
           "description": "Enables the find_session_by_model command without any pre-configured scope.",
           "type": "string",
@@ -366,6 +378,18 @@
           "const": "deny-get-loaded-models",
           "markdownDescription": "Denies the get_loaded_models command without any pre-configured scope."
         },
+        {
+          "description": "Enables the get_model_size command without any pre-configured scope.",
+          "type": "string",
+          "const": "allow-get-model-size",
+          "markdownDescription": "Enables the get_model_size command without any pre-configured scope."
+        },
+        {
+          "description": "Denies the get_model_size command without any pre-configured scope.",
+          "type": "string",
+          "const": "deny-get-model-size",
+          "markdownDescription": "Denies the get_model_size command without any pre-configured scope."
+        },
         {
           "description": "Enables the get_random_port command without any pre-configured scope.",
           "type": "string",
@@ -390,6 +414,18 @@
           "const": "deny-get-session-by-model",
           "markdownDescription": "Denies the get_session_by_model command without any pre-configured scope."
         },
+        {
+          "description": "Enables the is_model_supported command without any pre-configured scope.",
+          "type": "string",
+          "const": "allow-is-model-supported",
+          "markdownDescription": "Enables the is_model_supported command without any pre-configured scope."
+        },
+        {
+          "description": "Denies the is_model_supported command without any pre-configured scope.",
+          "type": "string",
+          "const": "deny-is-model-supported",
+          "markdownDescription": "Denies the is_model_supported command without any pre-configured scope."
+        },
         {
           "description": "Enables the is_process_running command without any pre-configured scope.",
           "type": "string",
@@ -414,6 +450,18 @@
           "const": "deny-load-llama-model",
           "markdownDescription": "Denies the load_llama_model command without any pre-configured scope."
         },
+        {
+          "description": "Enables the plan_model_load command without any pre-configured scope.",
+          "type": "string",
+          "const": "allow-plan-model-load",
+          "markdownDescription": "Enables the plan_model_load command without any pre-configured scope."
+        },
+        {
+          "description": "Denies the plan_model_load command without any pre-configured scope.",
+          "type": "string",
+          "const": "deny-plan-model-load",
+          "markdownDescription": "Denies the plan_model_load command without any pre-configured scope."
+        },
         {
           "description": "Enables the read_gguf_metadata command without any pre-configured scope.",
           "type": "string",
@@ -439,10 +487,10 @@
           "markdownDescription": "Denies the unload_llama_model command without any pre-configured scope."
         },
         {
-          "description": "Default permissions for the llamacpp plugin\n#### This default permission set includes:\n\n- `allow-cleanup-llama-processes`\n- `allow-load-llama-model`\n- `allow-unload-llama-model`\n- `allow-get-devices`\n- `allow-generate-api-key`\n- `allow-is-process-running`\n- `allow-get-random-port`\n- `allow-find-session-by-model`\n- `allow-get-loaded-models`\n- `allow-get-all-sessions`\n- `allow-get-session-by-model`\n- `allow-read-gguf-metadata`",
+          "description": "Default permissions for the llamacpp plugin\n#### This default permission set includes:\n\n- `allow-cleanup-llama-processes`\n- `allow-load-llama-model`\n- `allow-unload-llama-model`\n- `allow-get-devices`\n- `allow-generate-api-key`\n- `allow-is-process-running`\n- `allow-get-random-port`\n- `allow-find-session-by-model`\n- `allow-get-loaded-models`\n- `allow-get-all-sessions`\n- `allow-get-session-by-model`\n- `allow-read-gguf-metadata`\n- `allow-estimate-kv-cache-size`\n- `allow-get-model-size`\n- `allow-is-model-supported`\n- `allow-plan-model-load`",
           "type": "string",
           "const": "default",
-          "markdownDescription": "Default permissions for the llamacpp plugin\n#### This default permission set includes:\n\n- `allow-cleanup-llama-processes`\n- `allow-load-llama-model`\n- `allow-unload-llama-model`\n- `allow-get-devices`\n- `allow-generate-api-key`\n- `allow-is-process-running`\n- `allow-get-random-port`\n- `allow-find-session-by-model`\n- `allow-get-loaded-models`\n- `allow-get-all-sessions`\n- `allow-get-session-by-model`\n- `allow-read-gguf-metadata`"
+          "markdownDescription": "Default permissions for the llamacpp plugin\n#### This default permission set includes:\n\n- `allow-cleanup-llama-processes`\n- `allow-load-llama-model`\n- `allow-unload-llama-model`\n- `allow-get-devices`\n- `allow-generate-api-key`\n- `allow-is-process-running`\n- `allow-get-random-port`\n- `allow-find-session-by-model`\n- `allow-get-loaded-models`\n- `allow-get-all-sessions`\n- `allow-get-session-by-model`\n- `allow-read-gguf-metadata`\n- `allow-estimate-kv-cache-size`\n- `allow-get-model-size`\n- `allow-is-model-supported`\n- `allow-plan-model-load`"
         }
       ]
     }
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/commands.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/commands.rs
index ae38f56f3..c636fa8bd 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/commands.rs
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/commands.rs
@@ -1,58 +1,141 @@
-use super::helpers;
 use super::types::GgufMetadata;
-use reqwest;
-use std::fs::File;
-use std::io::BufReader;
-
+use super::utils::{estimate_kv_cache_internal, read_gguf_metadata_internal};
+use crate::gguf::types::{KVCacheError, KVCacheEstimate, ModelSupportStatus};
+use std::collections::HashMap;
+use std::fs;
+use tauri::Runtime;
+use tauri_plugin_hardware::get_system_info;
 /// Read GGUF metadata from a model file
 #[tauri::command]
 pub async fn read_gguf_metadata(path: String) -> Result<GgufMetadata, String> {
-    if path.starts_with("http://") || path.starts_with("https://") {
-        // Remote: read in 2MB chunks until successful
+    return read_gguf_metadata_internal(path).await;
+}
+
+#[tauri::command]
+pub async fn estimate_kv_cache_size(
+    meta: HashMap<String, String>,
+    ctx_size: Option<u64>,
+) -> Result<KVCacheEstimate, KVCacheError> {
+    estimate_kv_cache_internal(meta, ctx_size).await
+}
+
+#[tauri::command]
+pub async fn get_model_size(path: String) -> Result<u64, String> {
+    if path.starts_with("https://") {
+        // Handle remote URL
         let client = reqwest::Client::new();
-        let chunk_size = 2 * 1024 * 1024; // Fixed 2MB chunks
-        let max_total_size = 120 * 1024 * 1024; // Don't exceed 120MB total
-        let mut total_downloaded = 0;
-        let mut accumulated_data = Vec::new();
+        let response = client
+            .head(&path)
+            .send()
+            .await
+            .map_err(|e| format!("Failed to fetch HEAD request: {}", e))?;
 
-        while total_downloaded < max_total_size {
-            let start = total_downloaded;
-            let end = std::cmp::min(start + chunk_size - 1, max_total_size - 1);
-
-            let resp = client
-                .get(&path)
-                .header("Range", format!("bytes={}-{}", start, end))
-                .send()
-                .await
-                .map_err(|e| format!("Failed to fetch chunk {}-{}: {}", start, end, e))?;
-
-            let chunk_data = resp
-                .bytes()
-                .await
-                .map_err(|e| format!("Failed to read chunk response: {}", e))?;
-
-            accumulated_data.extend_from_slice(&chunk_data);
-            total_downloaded += chunk_data.len();
-
-            // Try parsing after each chunk
-            let cursor = std::io::Cursor::new(&accumulated_data);
-            if let Ok(metadata) = helpers::read_gguf_metadata(cursor) {
-                return Ok(metadata);
-            }
-
-            // If we got less data than expected, we've reached EOF
-            if chunk_data.len() < chunk_size {
-                break;
-            }
+        if let Some(content_length) = response.headers().get("content-length") {
+            let content_length_str = content_length
+                .to_str()
+                .map_err(|e| format!("Invalid content-length header: {}", e))?;
+            content_length_str
+                .parse::<u64>()
+                .map_err(|e| format!("Failed to parse content-length: {}", e))
+        } else {
+            Ok(0)
         }
-        Err("Could not parse GGUF metadata from downloaded data".to_string())
     } else {
-        // Local: use streaming file reader
-        let file =
-            File::open(&path).map_err(|e| format!("Failed to open local file {}: {}", path, e))?;
-        let reader = BufReader::new(file);
-
-        helpers::read_gguf_metadata(reader)
-            .map_err(|e| format!("Failed to parse GGUF metadata: {}", e))
+        // Handle local file using standard fs
+        let metadata =
+            fs::metadata(&path).map_err(|e| format!("Failed to get file metadata: {}", e))?;
+        Ok(metadata.len())
     }
 }
+
+#[tauri::command]
+pub async fn is_model_supported<R: Runtime>(
+    path: String,
+    ctx_size: Option<u32>,
+    app_handle: tauri::AppHandle<R>,
+) -> Result<ModelSupportStatus, String> {
+    // Get model size
+    let model_size = get_model_size(path.clone()).await?;
+
+    // Get system info
+    let system_info = get_system_info(app_handle.clone());
+
+    log::info!("modelSize: {}", model_size);
+
+    // Read GGUF metadata
+    let gguf = read_gguf_metadata(path.clone()).await?;
+
+    // Calculate KV cache size
+    let kv_cache_size = if let Some(ctx_size) = ctx_size {
+        log::info!("Using ctx_size: {}", ctx_size);
+        estimate_kv_cache_internal(gguf.metadata, Some(ctx_size as u64))
+            .await
+            .map_err(|e| e.to_string())?
+            .size
+    } else {
+        estimate_kv_cache_internal(gguf.metadata, None)
+            .await
+            .map_err(|e| e.to_string())?
+            .size
+    };
+
+    // Total memory consumption = model weights + kvcache
+    let total_required = model_size + kv_cache_size;
+    log::info!(
+        "isModelSupported: Total memory requirement: {} for {}; Got kvCacheSize: {} from BE",
+        total_required,
+        path,
+        kv_cache_size
+    );
+
+    const RESERVE_BYTES: u64 = 2288490189;
+    let total_system_memory = system_info.total_memory * 1024 * 1024;
+    // Calculate total VRAM from all GPUs
+    let total_vram: u64 = if system_info.gpus.is_empty() {
+        // On macOS with unified memory, GPU info may be empty
+        // Use total RAM as VRAM since memory is shared
+        log::info!("No GPUs detected (likely unified memory system), using total RAM as VRAM");
+        total_system_memory
+    } else {
+        system_info
+            .gpus
+            .iter()
+            .map(|g| g.total_memory * 1024 * 1024)
+            .sum::<u64>()
+    };
+
+    log::info!("Total VRAM reported/calculated (in bytes): {}", &total_vram);
+
+    let usable_vram = if total_vram > RESERVE_BYTES {
+        total_vram - RESERVE_BYTES
+    } else {
+        0
+    };
+
+    let usable_total_memory = if total_system_memory > RESERVE_BYTES {
+        (total_system_memory - RESERVE_BYTES) + usable_vram
+    } else {
+        0
+    };
+    log::info!("System RAM: {} bytes", &total_system_memory);
+    log::info!("Total VRAM: {} bytes", &total_vram);
+    log::info!("Usable total memory: {} bytes", &usable_total_memory);
+    log::info!("Usable VRAM: {} bytes", &usable_vram);
+    log::info!("Required: {} bytes", &total_required);
+
+    // Check if model fits in total memory at all (this is the hard limit)
+    if total_required > usable_total_memory {
+        return Ok(ModelSupportStatus::Red); // Truly impossible to run
+    }
+
+    // Check if everything fits in VRAM (ideal case)
+    if total_required <= usable_vram {
+        return Ok(ModelSupportStatus::Green);
+    }
+
+    // If we get here, it means:
+    // - Total requirement fits in combined memory
+    // - But doesn't fit entirely in VRAM
+    // This is the CPU-GPU hybrid scenario
+    Ok(ModelSupportStatus::Yellow)
+}
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/mod.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/mod.rs
index 44fa1911f..935b17b83 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/mod.rs
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/mod.rs
@@ -1,3 +1,5 @@
 pub mod commands;
 pub mod helpers;
 pub mod types;
+pub mod utils;
+pub mod model_planner;
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/model_planner.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/model_planner.rs
new file mode 100644
index 000000000..118894871
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/model_planner.rs
@@ -0,0 +1,318 @@
+use crate::gguf::commands::get_model_size;
+use crate::gguf::utils::estimate_kv_cache_internal;
+use crate::gguf::utils::read_gguf_metadata_internal;
+use serde::{Deserialize, Serialize};
+use std::collections::HashMap;
+use tauri::Runtime;
+use tauri_plugin_hardware::get_system_info;
+
+#[derive(Serialize, Deserialize, Clone, Debug)]
+#[serde(rename_all = "camelCase")]
+pub struct ModelPlan {
+    pub gpu_layers: u64,
+    pub max_context_length: u64,
+    pub no_offload_kv_cache: bool,
+    pub offload_mmproj: bool,
+    pub batch_size: u64,
+    pub mode: ModelMode,
+}
+
+#[derive(Serialize, Deserialize, Clone, Debug, PartialEq)]
+#[serde(rename_all = "UPPERCASE")]
+pub enum ModelMode {
+    GPU,
+    Hybrid,
+    CPU,
+    Unsupported,
+}
+
+#[tauri::command]
+pub async fn plan_model_load<R: Runtime>(
+    path: String,
+    memory_mode: String,
+    mmproj_path: Option<String>,
+    requested_ctx: Option<u64>,
+    app: tauri::AppHandle<R>,
+) -> Result<ModelPlan, String> {
+    let model_size = get_model_size(path.clone()).await?;
+    let sys_info = get_system_info(app.clone());
+    let gguf = read_gguf_metadata_internal(path.clone()).await?;
+
+    let mut mmproj_size: u64 = 0;
+    if let Some(ref mmproj) = mmproj_path {
+        mmproj_size = get_model_size(mmproj.clone()).await?;
+    }
+
+    let arch = gguf
+        .metadata
+        .get("general.architecture")
+        .ok_or("Missing architecture")?;
+    let repeating_layers: u64 = gguf
+        .metadata
+        .get(&format!("{arch}.block_count"))
+        .ok_or("Missing block_count")?
+        .parse()
+        .map_err(|_| "Invalid block_count")?;
+    let total_layers = repeating_layers + 1;
+    let layer_size = model_size / total_layers;
+
+    let kv_cache = estimate_kv_cache_internal(gguf.metadata.clone(), None)
+        .await
+        .map_err(|e| e.to_string())?;
+    let kv_cache_per_token = kv_cache.per_token_size;
+
+    if model_size == 0 || layer_size == 0 || kv_cache_per_token == 0 {
+        return Err("Invalid model/layer/cache sizes".into());
+    }
+
+    const RESERVE_BYTES: u64 = 2288490189;
+    const MIN_CONTEXT_LENGTH: u64 = 2048;
+
+    let model_max_ctx: u64 = gguf
+        .metadata
+        .get(&format!("{arch}.context_length"))
+        .and_then(|s| s.parse().ok())
+        .unwrap_or(8192);
+
+    let memory_percentages = HashMap::from([("high", 0.7), ("medium", 0.5), ("low", 0.4)]);
+
+    let multiplier = *memory_percentages
+        .get(memory_mode.as_str())
+        .ok_or("Invalid memory mode")?;
+
+    log::info!("Got GPUs:\n{:?}", &sys_info.gpus);
+
+    let total_ram: u64 = sys_info.total_memory * 1024 * 1024;
+    log::info!(
+        "Total system memory reported from tauri_plugin_hardware(in bytes): {}",
+        &total_ram
+    );
+
+    let total_vram: u64 = if sys_info.gpus.is_empty() {
+        // On macOS with unified memory, GPU info may be empty
+        // Use total RAM as VRAM since memory is shared
+        log::info!("No GPUs detected (likely unified memory system), using total RAM as VRAM");
+        total_ram
+    } else {
+        sys_info
+            .gpus
+            .iter()
+            .map(|g| g.total_memory * 1024 * 1024)
+            .sum::<u64>()
+    };
+
+    log::info!("Total VRAM reported/calculated (in bytes): {}", &total_vram);
+    let usable_vram: u64 = if total_vram > RESERVE_BYTES {
+        (((total_vram - RESERVE_BYTES) as f64) * multiplier) as u64
+    } else {
+        0
+    };
+    log::info!("Usable vram calculated: {}", &usable_vram);
+
+    let usable_ram: u64 = if total_ram > RESERVE_BYTES {
+        (((total_ram - RESERVE_BYTES) as f64) * multiplier).max(0.0) as u64
+    } else {
+        0
+    };
+    log::info!("Usable ram calculated (in bytes): {}", &usable_ram);
+
+    let mut gpu_layers = 0;
+    let mut max_ctx_len = 0;
+    let mut no_offload_kv_cache = false;
+    let mut mode = ModelMode::Unsupported;
+    let mut offload_mmproj = false;
+    let mut batch_size = 2048;
+
+    let total_available_mem = usable_vram.saturating_add(usable_ram);
+    if model_size + mmproj_size > total_available_mem {
+        log::info!("Model not supported in this system!");
+        return Ok(ModelPlan {
+            gpu_layers: 0,
+            max_context_length: 0,
+            no_offload_kv_cache: true,
+            batch_size: 64,
+            mode: ModelMode::Unsupported,
+            offload_mmproj: false,
+        });
+    }
+    if mmproj_size > 0 {
+        offload_mmproj = true;
+    }
+
+    let kv_min_size = estimate_kv_cache_internal(gguf.metadata.clone(), Some(MIN_CONTEXT_LENGTH))
+        .await
+        .map_err(|e| e.to_string())?
+        .size;
+
+    if model_size + kv_min_size + mmproj_size <= usable_vram {
+        log::info!("Planning mode: Full GPU offload is possible.");
+        mode = ModelMode::GPU;
+        gpu_layers = total_layers;
+        let vram_left_for_ctx = usable_vram.saturating_sub(model_size);
+        let max_ctx_by_vram = (vram_left_for_ctx / kv_cache_per_token) as u64;
+        let requested_target = requested_ctx.unwrap_or(model_max_ctx).min(model_max_ctx);
+        max_ctx_len = requested_target.min(max_ctx_by_vram);
+        no_offload_kv_cache = false;
+        offload_mmproj = true;
+    } else {
+        let mut found_plan = false;
+
+        log::info!("Attempting VRAM-Maximized Hybrid plan (KV cache in VRAM only).");
+        for candidate_gpu_layers in (0..=total_layers).rev() {
+            let vram_used_by_layers = candidate_gpu_layers.saturating_mul(layer_size);
+            if vram_used_by_layers > usable_vram {
+                continue;
+            }
+
+            let ram_used_by_cpu_layers =
+                (total_layers.saturating_sub(candidate_gpu_layers)).saturating_mul(layer_size);
+            let ram_used_by_mmproj = if offload_mmproj { 0 } else { mmproj_size };
+            let required_ram_for_model = ram_used_by_cpu_layers.saturating_add(ram_used_by_mmproj);
+
+            if required_ram_for_model > usable_ram {
+                continue;
+            }
+
+            let vram_left_for_kv = usable_vram.saturating_sub(vram_used_by_layers);
+            let ctx_in_vram_only = (vram_left_for_kv / kv_cache_per_token) as u64;
+
+            if ctx_in_vram_only >= MIN_CONTEXT_LENGTH {
+                log::info!(
+                    "Found VRAM-Maximized Hybrid plan with {} GPU layers.",
+                    candidate_gpu_layers
+                );
+                mode = ModelMode::Hybrid;
+                gpu_layers = candidate_gpu_layers;
+                let requested_target = requested_ctx.unwrap_or(model_max_ctx).min(model_max_ctx);
+                max_ctx_len = requested_target.min(ctx_in_vram_only);
+                no_offload_kv_cache = false;
+                found_plan = true;
+                break;
+            }
+        }
+
+        if !found_plan {
+            log::info!("VRAM-Maximized plan not feasible. Falling back to Standard Hybrid (KV cache in VRAM+RAM).");
+            for candidate_gpu_layers in (0..=total_layers).rev() {
+                let vram_used_by_layers = candidate_gpu_layers.saturating_mul(layer_size);
+                if vram_used_by_layers > usable_vram {
+                    continue;
+                }
+                let vram_left_for_kv = usable_vram.saturating_sub(vram_used_by_layers);
+                let kv_in_vram = (vram_left_for_kv / kv_cache_per_token) as u64;
+
+                let ram_used_by_cpu_layers =
+                    (total_layers.saturating_sub(candidate_gpu_layers)).saturating_mul(layer_size);
+                let ram_used_by_mmproj = if offload_mmproj { 0 } else { mmproj_size };
+                let required_ram_for_model =
+                    ram_used_by_cpu_layers.saturating_add(ram_used_by_mmproj);
+
+                if required_ram_for_model > usable_ram {
+                    continue;
+                }
+
+                let available_ram_for_kv = usable_ram.saturating_sub(required_ram_for_model);
+                let kv_in_ram = (available_ram_for_kv / kv_cache_per_token) as u64;
+
+                let total_kv_tokens = kv_in_vram.saturating_add(kv_in_ram);
+
+                if total_kv_tokens >= MIN_CONTEXT_LENGTH {
+                    log::info!(
+                        "Found Standard Hybrid plan with {} GPU layers.",
+                        candidate_gpu_layers
+                    );
+                    mode = if candidate_gpu_layers > 0 {
+                        ModelMode::Hybrid
+                    } else {
+                        ModelMode::CPU
+                    };
+                    gpu_layers = candidate_gpu_layers;
+                    let requested_target =
+                        requested_ctx.unwrap_or(model_max_ctx).min(model_max_ctx);
+                    let max_possible_ctx = total_kv_tokens.min(model_max_ctx);
+                    max_ctx_len = requested_target.min(max_possible_ctx);
+                    no_offload_kv_cache = kv_in_ram > 0 && kv_in_vram == 0;
+                    found_plan = true;
+                    break;
+                }
+            }
+        }
+
+        if !found_plan {
+            log::info!("No hybrid plan found. Attempting CPU-only plan.");
+            if model_size + mmproj_size <= usable_ram {
+                let available_ram_for_kv = usable_ram.saturating_sub(model_size + mmproj_size);
+                let kv_tokens = (available_ram_for_kv / kv_cache_per_token) as u64;
+                if kv_tokens >= MIN_CONTEXT_LENGTH {
+                    mode = ModelMode::CPU;
+                    gpu_layers = 0;
+                    max_ctx_len = kv_tokens
+                        .min(requested_ctx.unwrap_or(model_max_ctx))
+                        .min(model_max_ctx);
+                    no_offload_kv_cache = true;
+                    offload_mmproj = false;
+                }
+            }
+        }
+    }
+
+    if let Some(req) = requested_ctx {
+        if req > 0 {
+            max_ctx_len = max_ctx_len.min(req);
+        }
+    }
+    max_ctx_len = max_ctx_len.min(model_max_ctx);
+
+    if max_ctx_len > 0 {
+        log::info!("Max context before power-of-2 adjustment: {}", max_ctx_len);
+        max_ctx_len = 1u64 << (63 - max_ctx_len.leading_zeros());
+        log::info!("Adjusted max context to power of 2: {}", max_ctx_len);
+    }
+
+    if mode == ModelMode::Unsupported {
+        if max_ctx_len >= MIN_CONTEXT_LENGTH {
+            // do nothing, plan is viable but wasn't assigned a mode
+        } else {
+            gpu_layers = 0;
+            max_ctx_len = 0;
+            offload_mmproj = false;
+        }
+    } else if max_ctx_len < MIN_CONTEXT_LENGTH {
+        log::info!(
+            "Final context length {} is less than minimum required {}. Marking as unsupported.",
+            max_ctx_len,
+            MIN_CONTEXT_LENGTH
+        );
+        mode = ModelMode::Unsupported;
+        gpu_layers = 0;
+        max_ctx_len = 0;
+        offload_mmproj = false;
+    }
+
+    if mode == ModelMode::Hybrid {
+        batch_size = 256;
+    } else if mode == ModelMode::CPU || no_offload_kv_cache || mode == ModelMode::Unsupported {
+        batch_size = 64;
+    }
+
+    if max_ctx_len > 0 {
+        batch_size = batch_size.min(max_ctx_len);
+    } else {
+        batch_size = 64;
+    }
+
+    if mode == ModelMode::CPU || no_offload_kv_cache {
+        offload_mmproj = false;
+    }
+
+    log::info!("Planned model load params: GPU Layers: {}, max_ctx_len: {}, kv_cache offload: {}, offload mmproj: {}, batch_size: {}",
+        gpu_layers, max_ctx_len, !no_offload_kv_cache, offload_mmproj, batch_size);
+    Ok(ModelPlan {
+        gpu_layers,
+        max_context_length: max_ctx_len,
+        no_offload_kv_cache,
+        offload_mmproj,
+        batch_size,
+        mode,
+    })
+}
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/types.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/types.rs
index a2bc73c59..49a497cf1 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/types.rs
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/types.rs
@@ -1,4 +1,4 @@
-use serde::Serialize;
+use serde::{Deserialize, Serialize};
 use std::collections::HashMap;
 use std::convert::TryFrom;
 use std::io;
@@ -52,3 +52,42 @@ pub struct GgufMetadata {
     pub tensor_count: u64,
     pub metadata: HashMap<String, String>,
 }
+
+#[derive(Debug, Serialize, Deserialize)]
+pub struct KVCacheEstimate {
+    pub size: u64,
+    pub per_token_size: u64,
+}
+#[derive(Debug, thiserror::Error)]
+pub enum KVCacheError {
+    #[error("Invalid metadata: architecture not found")]
+    ArchitectureNotFound,
+    #[error("Invalid metadata: block_count not found or invalid")]
+    BlockCountInvalid,
+    #[error("Invalid metadata: head_count not found or invalid")]
+    HeadCountInvalid,
+    #[error("Invalid metadata: embedding_length not found or invalid")]
+    EmbeddingLengthInvalid,
+    #[error("Invalid metadata: context_length not found or invalid")]
+    ContextLengthInvalid,
+}
+
+impl serde::Serialize for KVCacheError {
+    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+    where
+        S: serde::Serializer,
+    {
+        serializer.serialize_str(&self.to_string())
+    }
+}
+
+
+#[derive(Debug, Clone, Copy, PartialEq, serde::Serialize)]
+pub enum ModelSupportStatus {
+    #[serde(rename = "RED")]
+    Red,
+    #[serde(rename = "YELLOW")]
+    Yellow,
+    #[serde(rename = "GREEN")]
+    Green,
+}
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/utils.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/utils.rs
new file mode 100644
index 000000000..50e3f4a14
--- /dev/null
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/gguf/utils.rs
@@ -0,0 +1,164 @@
+use crate::gguf::helpers;
+use crate::gguf::types::{GgufMetadata, KVCacheError, KVCacheEstimate};
+use std::collections::HashMap;
+use std::fs::File;
+use std::io::BufReader;
+
+// read gguf metadata
+pub async fn read_gguf_metadata_internal(path: String) -> Result<GgufMetadata, String> {
+    if path.starts_with("http://") || path.starts_with("https://") {
+        // Remote: read in 2MB chunks until successful
+        let client = reqwest::Client::new();
+        let chunk_size = 2 * 1024 * 1024; // Fixed 2MB chunks
+        let max_total_size = 120 * 1024 * 1024; // Don't exceed 120MB total
+        let mut total_downloaded = 0;
+        let mut accumulated_data = Vec::new();
+
+        while total_downloaded < max_total_size {
+            let start = total_downloaded;
+            let end = std::cmp::min(start + chunk_size - 1, max_total_size - 1);
+
+            let resp = client
+                .get(&path)
+                .header("Range", format!("bytes={}-{}", start, end))
+                .send()
+                .await
+                .map_err(|e| format!("Failed to fetch chunk {}-{}: {}", start, end, e))?;
+
+            let chunk_data = resp
+                .bytes()
+                .await
+                .map_err(|e| format!("Failed to read chunk response: {}", e))?;
+
+            accumulated_data.extend_from_slice(&chunk_data);
+            total_downloaded += chunk_data.len();
+
+            // Try parsing after each chunk
+            let cursor = std::io::Cursor::new(&accumulated_data);
+            if let Ok(metadata) = helpers::read_gguf_metadata(cursor) {
+                return Ok(metadata);
+            }
+
+            // If we got less data than expected, we've reached EOF
+            if chunk_data.len() < chunk_size {
+                break;
+            }
+        }
+        Err("Could not parse GGUF metadata from downloaded data".to_string())
+    } else {
+        // Local: use streaming file reader
+        let file =
+            File::open(&path).map_err(|e| format!("Failed to open local file {}: {}", path, e))?;
+        let reader = BufReader::new(file);
+
+        helpers::read_gguf_metadata(reader)
+            .map_err(|e| format!("Failed to parse GGUF metadata: {}", e))
+    }
+}
+
+/// Estimate KVCache size from a given metadata
+pub async fn estimate_kv_cache_internal(
+    meta: HashMap<String, String>,
+    ctx_size: Option<u64>,
+) -> Result<KVCacheEstimate, KVCacheError> {
+    log::info!("Received ctx_size parameter: {:?}", ctx_size);
+    let arch = meta
+        .get("general.architecture")
+        .ok_or(KVCacheError::ArchitectureNotFound)?;
+
+    // Number of layers
+    let n_layer_key = format!("{}.block_count", arch);
+    let n_layer = meta
+        .get(&n_layer_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .filter(|&n| n > 0)
+        .ok_or(KVCacheError::BlockCountInvalid)?;
+
+    // Attention heads (use kv heads if present, else full heads)
+    let n_head_key = format!("{}.attention.head_count", arch);
+    let n_head_kv_key = format!("{}.attention.head_count_kv", arch);
+    let n_head = meta
+        .get(&n_head_kv_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .filter(|&n| n > 0)
+        .unwrap_or_else(|| {
+            meta.get(&n_head_key)
+                .and_then(|s| s.parse::<u64>().ok())
+                .unwrap_or(0)
+        });
+    if n_head == 0 {
+        return Err(KVCacheError::HeadCountInvalid);
+    }
+
+    // Key/value dimensions
+    let key_len_key = format!("{}.attention.key_length", arch);
+    let val_len_key = format!("{}.attention.value_length", arch);
+
+    let key_len = meta
+        .get(&key_len_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .unwrap_or(0);
+    let val_len = meta
+        .get(&val_len_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .unwrap_or(0);
+
+    if key_len == 0 || val_len == 0 {
+        return Err(KVCacheError::EmbeddingLengthInvalid);
+    }
+
+    // Context length
+    let max_ctx_key = format!("{}.context_length", arch);
+    let max_ctx = meta
+        .get(&max_ctx_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .filter(|&n| n > 0)
+        .ok_or(KVCacheError::ContextLengthInvalid)?;
+    let ctx_len = ctx_size.map(|size| size.min(max_ctx)).unwrap_or(max_ctx);
+
+    // Sliding window if present
+    let sliding_key = format!("{}.attention.sliding_window", arch);
+    let sliding_window = meta
+        .get(&sliding_key)
+        .and_then(|s| s.parse::<u64>().ok())
+        .filter(|&n| n > 0);
+
+    // Assume fp16
+    const BYTES_PER_ELEMENT: u64 = 2;
+
+    // Per-token KV size
+    let kv_per_token = n_layer * n_head * (key_len + val_len) * BYTES_PER_ELEMENT;
+
+    // Pure full-attention cost
+    let full_cost = ctx_len * kv_per_token;
+
+    // Pure sliding-window cost (tiny, only keeps last W tokens)
+    let sliding_cost = sliding_window.map(|w| w * kv_per_token);
+
+    // Middle estimate: average of sliding + full if sliding_window is present
+    let chosen_size = if let Some(slide) = sliding_cost {
+        let middle = (full_cost + slide) / 2;
+        log::info!(
+            "KV estimates -> sliding: {} bytes (~{:.2} MB), full: {} bytes (~{:.2} MB), middle: {} bytes (~{:.2} MB)",
+            slide,
+            slide as f64 / (1024.0 * 1024.0),
+            full_cost,
+            full_cost as f64 / (1024.0 * 1024.0),
+            middle,
+            middle as f64 / (1024.0 * 1024.0)
+        );
+        middle
+    } else {
+        log::info!(
+            "KV estimate (no SWA detected) -> full: {} bytes (~{:.2} MB)",
+            full_cost,
+            full_cost as f64 / (1024.0 * 1024.0)
+        );
+        full_cost
+    };
+
+    Ok(KVCacheEstimate {
+        size: chosen_size,
+        per_token_size: kv_per_token,
+    })
+}
diff --git a/src-tauri/plugins/tauri-plugin-llamacpp/src/lib.rs b/src-tauri/plugins/tauri-plugin-llamacpp/src/lib.rs
index d35cb24cf..0cd09cb2b 100644
--- a/src-tauri/plugins/tauri-plugin-llamacpp/src/lib.rs
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/src/lib.rs
@@ -33,6 +33,10 @@ pub fn init<R: Runtime>() -> TauriPlugin<R> {
             commands::get_session_by_model,
             // GGUF commands
             gguf::commands::read_gguf_metadata,
+            gguf::commands::estimate_kv_cache_size,
+            gguf::commands::get_model_size,
+            gguf::commands::is_model_supported,
+            gguf::model_planner::plan_model_load
         ])
         .setup(|app, _api| {
             // Initialize and manage the plugin state
diff --git a/src-tauri/src/core/filesystem/commands.rs b/src-tauri/src/core/filesystem/commands.rs
index 7cf7803c6..6bb3f534a 100644
--- a/src-tauri/src/core/filesystem/commands.rs
+++ b/src-tauri/src/core/filesystem/commands.rs
@@ -193,7 +193,7 @@ pub fn decompress(app: tauri::AppHandle, path: &str, output_dir: &str) -> Result
             fs::File::open(&path_buf).map_err(|e| e.to_string())?
         }
     };
-    
+
     #[cfg(not(windows))]
     let file = fs::File::open(&path_buf).map_err(|e| e.to_string())?;
     if path.ends_with(".tar.gz") {
@@ -222,7 +222,10 @@ pub fn decompress(app: tauri::AppHandle, path: &str, output_dir: &str) -> Result
                 {
                     use std::os::unix::fs::PermissionsExt;
                     if let Some(mode) = entry.unix_mode() {
-                        let _ = std::fs::set_permissions(&outpath, std::fs::Permissions::from_mode(mode));
+                        let _ = std::fs::set_permissions(
+                            &outpath,
+                            std::fs::Permissions::from_mode(mode),
+                        );
                     }
                 }
             }
diff --git a/web-app/src/containers/ModelSetting.tsx b/web-app/src/containers/ModelSetting.tsx
index 39a587cbc..9a3bfd814 100644
--- a/web-app/src/containers/ModelSetting.tsx
+++ b/web-app/src/containers/ModelSetting.tsx
@@ -103,6 +103,13 @@ export function ModelSetting({
           })
         }
 
+        if (model.settings?.batch_size && result.batchSize !== undefined) {
+          settingsToUpdate.push({
+            key: 'batch_size',
+            value: result.batchSize,
+          })
+        }
+
         // Apply all settings in a single update to avoid race conditions
         if (settingsToUpdate.length > 0) {
           handleMultipleSettingsChange(settingsToUpdate)
@@ -163,7 +170,8 @@ export function ModelSetting({
           key === 'ctx_len' ||
           key === 'ngl' ||
           key === 'chat_template' ||
-          key === 'offload_mmproj'
+          key === 'offload_mmproj' ||
+          key === 'batch_size'
       )
 
       if (requiresRestart) {
@@ -222,7 +230,8 @@ export function ModelSetting({
         key === 'ctx_len' ||
         key === 'ngl' ||
         key === 'chat_template' ||
-        key === 'offload_mmproj'
+        key === 'offload_mmproj' ||
+        key === 'batch_size'
       ) {
         // Check if model is running before stopping it
         serviceHub
diff --git a/web-app/src/hooks/useModelProvider.ts b/web-app/src/hooks/useModelProvider.ts
index 4d476ae7c..bd3dbc49b 100644
--- a/web-app/src/hooks/useModelProvider.ts
+++ b/web-app/src/hooks/useModelProvider.ts
@@ -288,9 +288,40 @@ export const useModelProvider = create<ModelProviderState>()(
           })
         }
 
+        if (version <= 2 && state?.providers) {
+          state.providers.forEach((provider) => {
+            // Update cont_batching description for llamacpp provider
+            if (provider.provider === 'llamacpp' && provider.settings) {
+              const contBatchingSetting = provider.settings.find(
+                (s) => s.key === 'cont_batching'
+              )
+              if (contBatchingSetting) {
+                contBatchingSetting.description =
+                  'Enable continuous batching (a.k.a dynamic batching) for concurrent requests.'
+              }
+            }
+
+            // Migrate model settings
+            if (provider.models && provider.provider === 'llamacpp') {
+              provider.models.forEach((model) => {
+                if (!model.settings) model.settings = {}
+
+                if (!model.settings.batch_size) {
+                  model.settings.batch_size = {
+                    ...modelSettings.batch_size,
+                    controller_props: {
+                      ...modelSettings.batch_size.controller_props,
+                    },
+                  }
+                }
+              })
+            }
+          })
+        }
+
         return state
       },
-      version: 2,
+      version: 3,
     }
   )
 )
diff --git a/web-app/src/lib/predefined.ts b/web-app/src/lib/predefined.ts
index 32d05d70c..1b90ee732 100644
--- a/web-app/src/lib/predefined.ts
+++ b/web-app/src/lib/predefined.ts
@@ -153,4 +153,16 @@ export const modelSettings = {
       value: false,
     },
   },
+  batch_size: {
+    key: 'batch_size',
+    title: 'Batch Size',
+    description: 'Logical maximum batch size for processing prompts.',
+    controller_type: 'input',
+    controller_props: {
+      value: 2048,
+      placeholder: '2048',
+      type: 'number',
+      textAlign: 'right',
+    },
+  },
 }
diff --git a/web-app/src/services/models/default.ts b/web-app/src/services/models/default.ts
index 186706334..5d18e2985 100644
--- a/web-app/src/services/models/default.ts
+++ b/web-app/src/services/models/default.ts
@@ -533,19 +533,21 @@ export class DefaultModelsService implements ModelsService {
       // Fallback if method is not available
       console.warn('planModelLoad method not available in llamacpp engine')
       return {
-        gpuLayers: 0,
+        gpuLayers: 100,
         maxContextLength: 2048,
-        noOffloadKVCache: true,
+        noOffloadKVCache: false,
         offloadMmproj: false,
+        batchSize: 2048,
         mode: 'Unsupported',
       }
     } catch (error) {
       console.error(`Error planning model load for path ${modelPath}:`, error)
       return {
-        gpuLayers: 0,
+        gpuLayers: 100,
         maxContextLength: 2048,
-        noOffloadKVCache: true,
+        noOffloadKVCache: false,
         offloadMmproj: false,
+        batchSize: 2048,
         mode: 'Unsupported',
       }
     }
diff --git a/web-app/src/services/models/types.ts b/web-app/src/services/models/types.ts
index d92dae38a..6248e82ac 100644
--- a/web-app/src/services/models/types.ts
+++ b/web-app/src/services/models/types.ts
@@ -86,6 +86,7 @@ export interface ModelPlan {
   maxContextLength: number
   noOffloadKVCache: boolean
   offloadMmproj: boolean
+  batchSize: number
   mode: 'GPU' | 'Hybrid' | 'CPU' | 'Unsupported'
 }
 

From 2aead28c9bb3f43813a464f717f13f584ce1f41b Mon Sep 17 00:00:00 2001
From: DESU CLUB <warrenlowkh@gmail.com>
Date: Thu, 25 Sep 2025 16:58:27 +0800
Subject: [PATCH 15/22] feat: Add kernel benchmarking blogpost

---
 .../pages/post/_assets/clock-speed-effect.png | Bin 0 -> 294945 bytes
 .../_assets/cover-kernel-benchmarking.png     | Bin 0 -> 649738 bytes
 docs/src/pages/post/_assets/exceed-sol.png    | Bin 0 -> 30993 bytes
 docs/src/pages/post/_assets/fixed-l2.png      | Bin 0 -> 31080 bytes
 docs/src/pages/post/_assets/ncu-bench.png     | Bin 0 -> 158026 bytes
 docs/src/pages/post/_assets/ncu-compare.png   | Bin 0 -> 137104 bytes
 .../pages/post/_assets/small-timed-bug.png    | Bin 0 -> 118574 bytes
 .../post/_assets/speechmatics-events.svg      |   1 +
 .../post/_assets/speechmatics-too-fast.png    | Bin 0 -> 39410 bytes
 .../pages/post/how-we-benchmark-kernels.mdx   | 268 ++++++++++++++++++
 10 files changed, 269 insertions(+)
 create mode 100644 docs/src/pages/post/_assets/clock-speed-effect.png
 create mode 100644 docs/src/pages/post/_assets/cover-kernel-benchmarking.png
 create mode 100644 docs/src/pages/post/_assets/exceed-sol.png
 create mode 100644 docs/src/pages/post/_assets/fixed-l2.png
 create mode 100644 docs/src/pages/post/_assets/ncu-bench.png
 create mode 100644 docs/src/pages/post/_assets/ncu-compare.png
 create mode 100644 docs/src/pages/post/_assets/small-timed-bug.png
 create mode 100644 docs/src/pages/post/_assets/speechmatics-events.svg
 create mode 100644 docs/src/pages/post/_assets/speechmatics-too-fast.png
 create mode 100644 docs/src/pages/post/how-we-benchmark-kernels.mdx

diff --git a/docs/src/pages/post/_assets/clock-speed-effect.png b/docs/src/pages/post/_assets/clock-speed-effect.png
new file mode 100644
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GIT binary patch
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diff --git a/docs/src/pages/post/how-we-benchmark-kernels.mdx b/docs/src/pages/post/how-we-benchmark-kernels.mdx
new file mode 100644
index 000000000..1e7009f13
--- /dev/null
+++ b/docs/src/pages/post/how-we-benchmark-kernels.mdx
@@ -0,0 +1,268 @@
+---
+title: "How we (try to) benchmark GPU kernels accurately"
+description: "We present the process behind how we decided to benchmark GPU kernels and iteratively improved our benchmarking pipeline"
+tags: ""
+categories: research
+ogImage: "_assets/cover-kernel-benchmarking.png"
+date: 2025-09-17
+---
+
+# How we (try to) benchmark GPU kernels accurately
+ 
+If you've read any other kernel benchmarking article before, then a lot of the information in this blogpost might be second-hand nature to you already. In fact, we would like to start off by thanking the blood, sweat and tears poured into many other kernel benchmarking guides made before us, which helped guide us in writing better benchmarking code, as well as in the creation of this blogpost.
+
+Over here at Menlo, we recently acquired some [RTX PRO 6000 Blackwell Workstation Edition](https://www.nvidia.com/en-sg/products/workstations/professional-desktop-gpus/rtx-pro-6000/), and we are trying to make LLM inference engines like [vLLM](https://github.com/vllm-project/vllm) run faster on it. We've been writing our own kernels specifically for the RTX PRO 6000, and seeing if we can improve inference times on our hardware.
+
+This blog will detail more of our own processes of how our ML Efficiency team identified problems in our benchmarking code, and how we iterated on it following the various cool benchmarking guides out there! Without further ado, let's start benchmarking from simple programs, to GPU kernels.
+
+
+## Introduction to kernels and benchmarking
+
+For those new to GPU programming, a [kernel](https://modal.com/gpu-glossary/device-software/kernel) is a piece of CUDA code that programmers write to execute a desired sequence of operations on the GPU. These kernels are launched once and is executed by threads that run concurrently, and we tend to launch these kernels from a [thread block grid](https://modal.com/gpu-glossary/device-software/thread-block-grid), which executes our kernel across multiple [Streaming Multiprocessors (SMs)](https://modal.com/gpu-glossary/device-hardware/streaming-multiprocessor) across the whole GPU.
+
+Benchmarking is a fundamental aspect of high-performance computing. It enables us to quantitatively compare kernel performance across different problem sizes and understand how various hyperparameters impact execution speed. For GPU kernel development, benchmarking serves to assist us in iteratively optimizing our kernels to make them utilize the GPU better. 
+
+That being said, **accurate kernel benchmarking** is much more important, as benchmarking kernels that run on the GPU can become very complex, and there are many traps one might fall into if not enough care is taken when writing benchmarking scripts. A great alternative is to use tools that NVIDIA offers via their [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit), such as [Nsight CUDA Profiling Tools Interface](https://developer.nvidia.com/cupti) (cupti) or use the [Nsight Compute CLI](https://docs.nvidia.com/nsight-compute/NsightComputeCli/index.html) (`ncu`), which provide accurate measurements to benchmarking various characteristics of kernels. For us, we wanted to use Python as it made it more convenient to sweep across different problem shapes and kernels quickly, but that meant we also had to learn how to properly benchmark kernels from scratch.
+
+We will showcase some examples of how we can benchmark kernels on the GPU. Moreover, we have chosen Python for most of our benchmarking code, as most of our own codebase is in Python, making it simple to integrate in.
+
+## Benchmarking CUDA programs
+Pytorch provides a very basic API to help time `torch` programs, by following along this [tutorial](https://docs.pytorch.org/tutorials/recipes/recipes/benchmark.html).
+
+We can see a basic implementation could be something as simple as:
+
+```python
+def batched_dot_mul_sum(a, b):
+    '''Computes batched dot by multiplying and summing'''
+    return a.mul(b).sum(-1)
+
+num_threads = torch.get_num_threads()
+print(f'Benchmarking on {num_threads} threads')
+
+t0 = benchmark.Timer(
+    stmt='batched_dot_mul_sum(x, x)',
+    setup='from __main__ import batched_dot_mul_sum',
+    globals={'x': x},
+    num_threads=num_threads,
+    label='Multithreaded batch dot',
+    sub_label='Implemented using mul and sum')
+```
+
+When benchmarking kernels, there are a few tips that we should do, in order to ensure that we accurately benchmark our kernels.
+
+### 1.  Always benchmark the code not with settings from your machine, but with **settings the user will see**.
+  Benchmarking how fast your kernels take on a 3090 is meaningless if you are serving your models on a H100 DGX node. It is always a good idea to benchmark your kernels on the hardware you plan to serve on.
+
+### 2. **Warmup your kernels** 
+Take a look at this snippet from the tutorial.
+  ```
+   mul_sum(x, x):   27.6 μs
+   mul_sum(x, x):   25.3 μs
+   bmm(x, x):      2775.5 μs
+   bmm(x, x):       22.4 μs
+  ```
+  The first kernel for `bmm` takes way longer to run. This is because most of the time is spent loading [cuBLAS](https://developer.nvidia.com/cublas) kernels when running for the first time. 
+
+  Warming up your kernels can be as simple as running the kernel before timing it. This helps to preliminarily load these kernels so that we only measure how long it takes for the kernel to run.
+
+### 3. `torch.cuda.synchronize` and CUDA Events
+
+Now we'll also introduce a new API, which is the standard to benchmarking kernels. [CUDA events](https://docs.pytorch.org/docs/stable/generated/torch.cuda.Event.html) are awesome for a variety of reasons. The simplest reason is that it measures timing from the perspective from the GPU, whereas `time.time()` and `time.perf_counter()` measure time from the perspective of the CPU.
+
+Moreover, its simplistic API allows you to call benchmarking code like this:
+
+```python
+steps = 10
+start_events = [torch.cuda.Event(enable_timing=True) for _ in range(steps)]
+end_events = [torch.cuda.Event(enable_timing=True) for _ in range(steps)]
+
+for i in range(steps):
+    start_events[i].record()
+    run_kernel()
+    end_events[i].record()
+
+torch.cuda.synchronize()
+times = [s.elapsed_time(e) for s, e in zip(start_events, end_events)]
+```
+
+The `torch.cuda.synchronize` tells the CPU to wait for the work on the GPU to finish, so that it can calculate the elapsed time after synchronization, which can be visualised here:
+
+![image](_assets//speechmatics-events.svg)
+_Figure 1: Illustration taken from https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch_
+
+
+### 4. Flush your L2 Cache
+
+#### What is the L2 Cache
+When data is read or written from [HBM or GDDR](https://www.exxactcorp.com/blog/hpc/gddr6-vs-hbm-gpu-memory), it goes through the [L2 cache](https://docs.nvidia.com/cuda/cuda-c-programming-guide/#architecture) first, which is shared by all [streaming multiprocessors (SM)](https://modal.com/gpu-glossary/device-hardware/streaming-multiprocessor). This L2 cache caches data accesses to local and global memory, and helps reuse data instead of loading it to shared memory again (which can be slow!).
+
+Moreover, unlike the L1 cache, which is present on each SM, all SMs share the same L2 cache!
+
+
+#### Why we need to flush the L2 Cache
+
+Following this [guide](https://guillesanbri.com/CUDA-Benchmarks/#caches), if you had warmed up or run the kernel before, some of the intermediate data might be stored on the L2 cache, which means the kernel might be deceptively faster. 
+
+However, in a real world setting, you want to measure the time it takes realistically for the kernel to run, and more often than not, when running large models, you will be running more than 1 kernel. This means your cache will probably thrash often, and not have data from a specific kernel stored for reuse. Thus, to simulate this behaviour, we would flush the L2 cache beforehand to eliminate "help" from the L2 cache.
+
+Moreover, this also makes it much easier when calculating data reuse for the kernel, as now any L2 cache usage is independent of other kernels or runs.
+
+#### Example of not flushing L2 cache
+Previously when we were initially benchmarking our kernels, we had a small mistake of not flushing the L2 cache.
+
+![image](_assets//exceed-sol.png)
+_Figure 2: Our SOL %  (which is a percentage of our observed maximum speed) is over 100% for the row for shape [2, 19456, 2560]._
+
+#### How to flush the L2 Cache
+
+To flush it, we should add the following lines:
+
+```python
+l2_size = torch.cuda.get_device_properties().L2_cache_size
+cache = torch.empty(l2_size, dtype=torch.uint8, device="cuda")
+#<your benchmarking code here>
+cache.zero_()  # flush L2 cache
+
+# You should flush your L2 cache within the benchmarking code if you're repeating the same process multiple times
+```
+
+This instantiates data the size of the L2 cache, and by zeroing it in place, we call a write operation which goes through the L2 cache and flushes it.
+
+After flushing the L2 cache, we get a more sensible result here:
+
+![image](./_assets//fixed-l2.png)
+_Figure 3: New SOL% has all values under 100% now after flushing L2 cache._
+
+### 5. Timing short-lived kernels
+
+Initially, we used [Triton's](https://triton-lang.org/main/getting-started/installation.html) [`do_bench`](https://triton-lang.org/main/python-api/generated/triton.testing.do_bench.html) for benchmarking, as it has done everything we have mentioned above, such as warmup, CUDA Events and flushing L2 cache. However, we observed an issue with accurately benchmarking our kernels on smaller shapes. On smaller shapes, the kernel might be too fast, so it may finish before CPU issues a CUDA end event in Python.
+
+![image](./_assets//speechmatics-too-fast.png)
+_Figure 4: Taken from [Speechmatics](https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch), kernel is faster than CUDA event end launch, and therefore the true timing for the kernel is not recorded._
+
+This results in kernels that look very slow:
+
+![image](./_assets//small-timed-bug.png)
+_Figure 5: Side by side comparison of Python benchmark latencies vs `ncu`'s timing (right) for shape [2, 19456,2560]. `ncu` records a much faster duration of 71.36 μs compared to Python's 103.9 μs_
+
+To fix this, we wrote a custom `do_bench_cuda()`, that inserts a dummy, untimed FP32 matmul before benchmarking each shape, so that the CPU has enough time to enqueue the CUDA end event.
+
+This led to more accurate latencies for our small M kernels.
+
+![image](./_assets//fixed-l2.png)
+_Figure 6: There is a significant improvement in SOL% after inserting the dummy matmul._
+
+We then also repeat the benchmark function for each shape on 5 copies of input/output data to make the CUDA event duration longer.
+
+In the end, this is our `do_bench_cuda` function that we used to benchmark our kernels.
+
+```python
+import statistics
+
+import torch
+
+def do_bench_cuda(f, n_warmup: int = 10, n_repeats: int = 20):
+    l2_size = torch.cuda.get_device_properties().L2_cache_size
+    cache = torch.empty(l2_size, dtype=torch.uint8, device="cuda")
+
+    # Matmul in case of short lived CUDA Events
+    A = torch.randn(4096, 4096, dtype=torch.float32, device="cuda")
+    B = torch.randn(4096, 4096, dtype=torch.float32, device="cuda")
+    A @ B
+
+    # L2 cache flush + Warmup
+    for _ in range(n_warmup):
+        cache.zero_()
+        f()
+
+    start_list = [torch.cuda.Event(enable_timing=True) for _ in range(n_repeats)]
+    end_list = [torch.cuda.Event(enable_timing=True) for _ in range(n_repeats)]
+
+    torch.cuda.synchronize()
+
+    for start, end in zip(start_list, end_list):
+        cache.zero_()  # flush L2 cache
+        A @ B  # add a heavy task to fill GPU pipeline
+
+        start.record()
+        f()
+        end.record()
+
+    torch.cuda.synchronize()
+    timings = [start.elapsed_time(end) for start, end in zip(start_list, end_list)]
+    return statistics.median(timings)
+```
+
+
+
+### 6. Clock Speed
+
+This was a silent problem, and it was very hard to find out that this was causing issues on our kernels. We initially found discrepancies between `ncu`'s latency (676.64 μs) and `do_bench_cuda` latency (535 μs) when profiling on the shape [2048, 19456, 2560], as `do_bench` was reporting ~140 μs faster timings than `ncu`'s latency.
+
+As seen, although most of our codebase for benchmarking kernels in Python, developer errors might occur, and it is always good to have a point of reference for the accurate kernel timing. Nsight Compute CLI (`ncu` for short) is a tool that can help us measure the latency of our kernels accurately, and the values obtained from here is a good figure to sanity-check our own benchmarking code. 
+
+#### 6.1 Clock Speed
+
+Firstly, we suspected that clock speed could play a part in causing the discrepancy between `ncu`'s timings and our own benchmarking code. Clock speed can affect benchmarking times as it is the rate at which the GPU's processing units operate, and a higher clock speed translates to more operations per second, which can both speed up and slow down the kernel depending on how it was implemented.
+
+![image](./_assets//clock-speed-effect.png)
+_Figure 7: Taken from [GPU Mode Lecture 56](https://www.youtube.com/watch?v=CtrqBmYtSEk). We can see clock speed affects kernel performance. For problem shape of 1024, it got faster after increasing clock speed, while for problem shape of 384, it became slower after clock speed increased._
+
+Looking at this [forum post](https://forums.developer.nvidia.com/t/nsight-compute-clock-speed-during-profiling/208646/3), we realised that one of the issues causing the discrepancy was because `ncu` by default locks the clock speed to the GPU base clock speed. We tried investigating by locking the clock speed to base clock speed, and also tried locking to max clock speed using `nvidia-smi -ac=<memClk>,<smClk>`. According to the GPU Mode lecture, this was not a proper solution.
+
+This is due to the following reasons:
+- Locking to max clock speed doesn't help as it just sets the ceiling of the GPU performance, our GPU can always go back to base clock speed of ~ 2287 Hz instead of boosted clock speed of 2617 Hz.
+
+- Locking to base clock speed is also not meaningful, as it does not properly reflect the performance and experience users will get on our kernels, which at best will run on boosted clock speed.
+
+However, we did find out that we should set the `ncu` `--clock-control` to `None`, so that it would not limit itself to just the base clock speeds. This helped improve the latency on `ncu` from 676.64 μs to 575 μs when profiled on the same problem shape  of [2048, 19456, 2560].
+
+#### 6.2 Discrepancies after `clock-control`
+
+At the time of writing, we have observed that `ncu` sometimes gives different latency results on the same benchmarking code with the same problem shapes. The cause of this is because when we set `clock-control` speed to `None`, the GPU clock speed is stochastic, and therefore affect the latency of the kernels measured. A more holistic approach would be to also benchmark kernels across different fixed clock speeds. 
+![image](./_assets//ncu-compare.png)
+_Figure 8: On the same benchmarking code and problem shapes, we can see vast deviations in duration, which is caused by the differences in SM Frequency. This resonates with the graphs shown in Figure 7._
+
+As a result, there can be some discrepancy in `ncu`'s and our own benchmark timings. To figure out if your discrepancy is caused by the SM frequency, you can use the relationship
+that FLOPS is directly proportional to SM clock, so their durations are inversely proportional.
+
+In our case:
+`544 / 2.14 (SM freq for 575 μs kernel) * 2.28 (SM freq for 544 μs kernel) = ~579`, so most of the discrepancy was coming from the SM frequency being different. 
+
+The final command we used was:
+
+`ncu -s 5 -k $kernel_name --clock-control none python3 benchmarks/bench_mm.py --profile 2048 19456 2560`
+
+Explanation of arguments:
+`-s`: Number of kernels skipped 
+`-k`: name of kernel to profile
+`--clock-control`: Whether clock speed is controlled 
+
+Below is a side to side comparison of `ncu`'s benchmarked latency and our script after all the adjustments made.
+
+![image](./_assets//ncu-bench.png)
+_Figure 9: Side by side comparison of the above `ncu` command (left) (measuring shape [2048,19456,2560]) with our own Python benchmarking script (right). We can see at most 10us difference between `Duration` in `ncu` and our benchmarking script's `Latency (us)` measurement._
+
+## Conclusion and TLDR;
+
+TLDR, when benchmarking
+1. Make sure to use the hardware you intend to deploy on
+2. Warmup before benchmarking your kernels
+3. Use CUDA events
+4. Flush your L2 Cache
+5. Use a dummy matmul to make timings more accurate for short lived kernels
+6. Ensure your clock speed doesn't cause inconsistent readings
+
+We hope that this helps anyone who are interested in benchmarking their own kernels, or are interested in how GPU kernels are benchmarked. Happy benchmarking!
+
+### Acknowledgements and Related Resources:
+
+We would like to give thanks and credit to the many resources and guides that we used in our own journey of finding out how to best benchmark our kernels on our GPUs, and a lot of our work would probably not be possible if it was not for these amazing guides.
+
+- GPU Mode Lecture 56, presented by Georgii Evtushenko : https://www.youtube.com/watch?v=CtrqBmYtSEk
+- https://www.spatters.ca/mma-matmul (Benchmarking using ncu for matrix multiplications)
+- https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch (CUDA Events)
+- https://guillesanbri.com/CUDA-Benchmarks/ (Good resource for introduction to benchmarking)
+- https://modal.com/gpu-glossary/device-hardware/cuda-device-architecture (Glossary of Architecture in general)
+- https://docs.nvidia.com/cuda/cuda-c-programming-guide/#global-memory-5-x (L2 cache explanation)
+- https://cvw.cac.cornell.edu/gpu-architecture/gpu-memory/memory_types (L1 vs L2 cache)
\ No newline at end of file

From 97af43cadba8771e767fa2b4f7c224fd832cd6da Mon Sep 17 00:00:00 2001
From: DESU CLUB <warrenlowkh@gmail.com>
Date: Thu, 25 Sep 2025 17:05:40 +0800
Subject: [PATCH 16/22] feat: Fix image links

---
 .../pages/post/how-we-benchmark-kernels.mdx   | 20 +++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/docs/src/pages/post/how-we-benchmark-kernels.mdx b/docs/src/pages/post/how-we-benchmark-kernels.mdx
index 1e7009f13..5c6ed5202 100644
--- a/docs/src/pages/post/how-we-benchmark-kernels.mdx
+++ b/docs/src/pages/post/how-we-benchmark-kernels.mdx
@@ -3,7 +3,7 @@ title: "How we (try to) benchmark GPU kernels accurately"
 description: "We present the process behind how we decided to benchmark GPU kernels and iteratively improved our benchmarking pipeline"
 tags: ""
 categories: research
-ogImage: "_assets/cover-kernel-benchmarking.png"
+ogImage: "./_assets/cover-kernel-benchmarking.png"
 date: 2025-09-17
 ---
 
@@ -87,7 +87,7 @@ times = [s.elapsed_time(e) for s, e in zip(start_events, end_events)]
 
 The `torch.cuda.synchronize` tells the CPU to wait for the work on the GPU to finish, so that it can calculate the elapsed time after synchronization, which can be visualised here:
 
-![image](_assets//speechmatics-events.svg)
+![image](./_assets//speechmatics-events.svg)
 _Figure 1: Illustration taken from https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch_
 
 
@@ -110,7 +110,7 @@ Moreover, this also makes it much easier when calculating data reuse for the ker
 #### Example of not flushing L2 cache
 Previously when we were initially benchmarking our kernels, we had a small mistake of not flushing the L2 cache.
 
-![image](_assets//exceed-sol.png)
+![image](./_assets//exceed-sol.png)
 _Figure 2: Our SOL %  (which is a percentage of our observed maximum speed) is over 100% for the row for shape [2, 19456, 2560]._
 
 #### How to flush the L2 Cache
@@ -130,26 +130,26 @@ This instantiates data the size of the L2 cache, and by zeroing it in place, we
 
 After flushing the L2 cache, we get a more sensible result here:
 
-![image](./_assets//fixed-l2.png)
+![image](././_assets//fixed-l2.png)
 _Figure 3: New SOL% has all values under 100% now after flushing L2 cache._
 
 ### 5. Timing short-lived kernels
 
 Initially, we used [Triton's](https://triton-lang.org/main/getting-started/installation.html) [`do_bench`](https://triton-lang.org/main/python-api/generated/triton.testing.do_bench.html) for benchmarking, as it has done everything we have mentioned above, such as warmup, CUDA Events and flushing L2 cache. However, we observed an issue with accurately benchmarking our kernels on smaller shapes. On smaller shapes, the kernel might be too fast, so it may finish before CPU issues a CUDA end event in Python.
 
-![image](./_assets//speechmatics-too-fast.png)
+![image](././_assets//speechmatics-too-fast.png)
 _Figure 4: Taken from [Speechmatics](https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch), kernel is faster than CUDA event end launch, and therefore the true timing for the kernel is not recorded._
 
 This results in kernels that look very slow:
 
-![image](./_assets//small-timed-bug.png)
+![image](././_assets//small-timed-bug.png)
 _Figure 5: Side by side comparison of Python benchmark latencies vs `ncu`'s timing (right) for shape [2, 19456,2560]. `ncu` records a much faster duration of 71.36 μs compared to Python's 103.9 μs_
 
 To fix this, we wrote a custom `do_bench_cuda()`, that inserts a dummy, untimed FP32 matmul before benchmarking each shape, so that the CPU has enough time to enqueue the CUDA end event.
 
 This led to more accurate latencies for our small M kernels.
 
-![image](./_assets//fixed-l2.png)
+![image](././_assets//fixed-l2.png)
 _Figure 6: There is a significant improvement in SOL% after inserting the dummy matmul._
 
 We then also repeat the benchmark function for each shape on 5 copies of input/output data to make the CUDA event duration longer.
@@ -205,7 +205,7 @@ As seen, although most of our codebase for benchmarking kernels in Python, devel
 
 Firstly, we suspected that clock speed could play a part in causing the discrepancy between `ncu`'s timings and our own benchmarking code. Clock speed can affect benchmarking times as it is the rate at which the GPU's processing units operate, and a higher clock speed translates to more operations per second, which can both speed up and slow down the kernel depending on how it was implemented.
 
-![image](./_assets//clock-speed-effect.png)
+![image](././_assets//clock-speed-effect.png)
 _Figure 7: Taken from [GPU Mode Lecture 56](https://www.youtube.com/watch?v=CtrqBmYtSEk). We can see clock speed affects kernel performance. For problem shape of 1024, it got faster after increasing clock speed, while for problem shape of 384, it became slower after clock speed increased._
 
 Looking at this [forum post](https://forums.developer.nvidia.com/t/nsight-compute-clock-speed-during-profiling/208646/3), we realised that one of the issues causing the discrepancy was because `ncu` by default locks the clock speed to the GPU base clock speed. We tried investigating by locking the clock speed to base clock speed, and also tried locking to max clock speed using `nvidia-smi -ac=<memClk>,<smClk>`. According to the GPU Mode lecture, this was not a proper solution.
@@ -220,7 +220,7 @@ However, we did find out that we should set the `ncu` `--clock-control` to `None
 #### 6.2 Discrepancies after `clock-control`
 
 At the time of writing, we have observed that `ncu` sometimes gives different latency results on the same benchmarking code with the same problem shapes. The cause of this is because when we set `clock-control` speed to `None`, the GPU clock speed is stochastic, and therefore affect the latency of the kernels measured. A more holistic approach would be to also benchmark kernels across different fixed clock speeds. 
-![image](./_assets//ncu-compare.png)
+![image](././_assets//ncu-compare.png)
 _Figure 8: On the same benchmarking code and problem shapes, we can see vast deviations in duration, which is caused by the differences in SM Frequency. This resonates with the graphs shown in Figure 7._
 
 As a result, there can be some discrepancy in `ncu`'s and our own benchmark timings. To figure out if your discrepancy is caused by the SM frequency, you can use the relationship
@@ -240,7 +240,7 @@ Explanation of arguments:
 
 Below is a side to side comparison of `ncu`'s benchmarked latency and our script after all the adjustments made.
 
-![image](./_assets//ncu-bench.png)
+![image](././_assets//ncu-bench.png)
 _Figure 9: Side by side comparison of the above `ncu` command (left) (measuring shape [2048,19456,2560]) with our own Python benchmarking script (right). We can see at most 10us difference between `Duration` in `ncu` and our benchmarking script's `Latency (us)` measurement._
 
 ## Conclusion and TLDR;

From 374a1f9771022c5188a076e3cb4e3c4218cbe56c Mon Sep 17 00:00:00 2001
From: DESU CLUB <warrenlowkh@gmail.com>
Date: Thu, 25 Sep 2025 17:10:59 +0800
Subject: [PATCH 17/22] feat: Fix image links

---
 .../pages/post/how-we-benchmark-kernels.mdx    | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/docs/src/pages/post/how-we-benchmark-kernels.mdx b/docs/src/pages/post/how-we-benchmark-kernels.mdx
index 5c6ed5202..dca80b095 100644
--- a/docs/src/pages/post/how-we-benchmark-kernels.mdx
+++ b/docs/src/pages/post/how-we-benchmark-kernels.mdx
@@ -87,7 +87,7 @@ times = [s.elapsed_time(e) for s, e in zip(start_events, end_events)]
 
 The `torch.cuda.synchronize` tells the CPU to wait for the work on the GPU to finish, so that it can calculate the elapsed time after synchronization, which can be visualised here:
 
-![image](./_assets//speechmatics-events.svg)
+![image](./_assets/speechmatics-events.svg)
 _Figure 1: Illustration taken from https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch_
 
 
@@ -110,7 +110,7 @@ Moreover, this also makes it much easier when calculating data reuse for the ker
 #### Example of not flushing L2 cache
 Previously when we were initially benchmarking our kernels, we had a small mistake of not flushing the L2 cache.
 
-![image](./_assets//exceed-sol.png)
+![image](./_assets/exceed-sol.png)
 _Figure 2: Our SOL %  (which is a percentage of our observed maximum speed) is over 100% for the row for shape [2, 19456, 2560]._
 
 #### How to flush the L2 Cache
@@ -130,26 +130,26 @@ This instantiates data the size of the L2 cache, and by zeroing it in place, we
 
 After flushing the L2 cache, we get a more sensible result here:
 
-![image](././_assets//fixed-l2.png)
+![image](./_assets/fixed-l2.png)
 _Figure 3: New SOL% has all values under 100% now after flushing L2 cache._
 
 ### 5. Timing short-lived kernels
 
 Initially, we used [Triton's](https://triton-lang.org/main/getting-started/installation.html) [`do_bench`](https://triton-lang.org/main/python-api/generated/triton.testing.do_bench.html) for benchmarking, as it has done everything we have mentioned above, such as warmup, CUDA Events and flushing L2 cache. However, we observed an issue with accurately benchmarking our kernels on smaller shapes. On smaller shapes, the kernel might be too fast, so it may finish before CPU issues a CUDA end event in Python.
 
-![image](././_assets//speechmatics-too-fast.png)
+![image](./_assets/speechmatics-too-fast.png)
 _Figure 4: Taken from [Speechmatics](https://www.speechmatics.com/company/articles-and-news/timing-operations-in-pytorch), kernel is faster than CUDA event end launch, and therefore the true timing for the kernel is not recorded._
 
 This results in kernels that look very slow:
 
-![image](././_assets//small-timed-bug.png)
+![image](./_assets/small-timed-bug.png)
 _Figure 5: Side by side comparison of Python benchmark latencies vs `ncu`'s timing (right) for shape [2, 19456,2560]. `ncu` records a much faster duration of 71.36 μs compared to Python's 103.9 μs_
 
 To fix this, we wrote a custom `do_bench_cuda()`, that inserts a dummy, untimed FP32 matmul before benchmarking each shape, so that the CPU has enough time to enqueue the CUDA end event.
 
 This led to more accurate latencies for our small M kernels.
 
-![image](././_assets//fixed-l2.png)
+![image](./_assets/fixed-l2.png)
 _Figure 6: There is a significant improvement in SOL% after inserting the dummy matmul._
 
 We then also repeat the benchmark function for each shape on 5 copies of input/output data to make the CUDA event duration longer.
@@ -205,7 +205,7 @@ As seen, although most of our codebase for benchmarking kernels in Python, devel
 
 Firstly, we suspected that clock speed could play a part in causing the discrepancy between `ncu`'s timings and our own benchmarking code. Clock speed can affect benchmarking times as it is the rate at which the GPU's processing units operate, and a higher clock speed translates to more operations per second, which can both speed up and slow down the kernel depending on how it was implemented.
 
-![image](././_assets//clock-speed-effect.png)
+![image](./_assets/clock-speed-effect.png)
 _Figure 7: Taken from [GPU Mode Lecture 56](https://www.youtube.com/watch?v=CtrqBmYtSEk). We can see clock speed affects kernel performance. For problem shape of 1024, it got faster after increasing clock speed, while for problem shape of 384, it became slower after clock speed increased._
 
 Looking at this [forum post](https://forums.developer.nvidia.com/t/nsight-compute-clock-speed-during-profiling/208646/3), we realised that one of the issues causing the discrepancy was because `ncu` by default locks the clock speed to the GPU base clock speed. We tried investigating by locking the clock speed to base clock speed, and also tried locking to max clock speed using `nvidia-smi -ac=<memClk>,<smClk>`. According to the GPU Mode lecture, this was not a proper solution.
@@ -220,7 +220,7 @@ However, we did find out that we should set the `ncu` `--clock-control` to `None
 #### 6.2 Discrepancies after `clock-control`
 
 At the time of writing, we have observed that `ncu` sometimes gives different latency results on the same benchmarking code with the same problem shapes. The cause of this is because when we set `clock-control` speed to `None`, the GPU clock speed is stochastic, and therefore affect the latency of the kernels measured. A more holistic approach would be to also benchmark kernels across different fixed clock speeds. 
-![image](././_assets//ncu-compare.png)
+![image](./_assets/ncu-compare.png)
 _Figure 8: On the same benchmarking code and problem shapes, we can see vast deviations in duration, which is caused by the differences in SM Frequency. This resonates with the graphs shown in Figure 7._
 
 As a result, there can be some discrepancy in `ncu`'s and our own benchmark timings. To figure out if your discrepancy is caused by the SM frequency, you can use the relationship
@@ -240,7 +240,7 @@ Explanation of arguments:
 
 Below is a side to side comparison of `ncu`'s benchmarked latency and our script after all the adjustments made.
 
-![image](././_assets//ncu-bench.png)
+![image](./_assets/ncu-bench.png)
 _Figure 9: Side by side comparison of the above `ncu` command (left) (measuring shape [2048,19456,2560]) with our own Python benchmarking script (right). We can see at most 10us difference between `Duration` in `ncu` and our benchmarking script's `Latency (us)` measurement._
 
 ## Conclusion and TLDR;

From a8b9e1f1476b6f4062a2c0cc6902003cef1cba38 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 16:24:55 +0700
Subject: [PATCH 18/22] chore: fix navigartion thread from project

---
 web-app/src/containers/LeftPanel.tsx  |  2 +-
 web-app/src/containers/ThreadList.tsx | 16 +++++++++-------
 2 files changed, 10 insertions(+), 8 deletions(-)

diff --git a/web-app/src/containers/LeftPanel.tsx b/web-app/src/containers/LeftPanel.tsx
index f2d5c5eee..3fb421cbc 100644
--- a/web-app/src/containers/LeftPanel.tsx
+++ b/web-app/src/containers/LeftPanel.tsx
@@ -53,7 +53,7 @@ const mainMenus = [
     isEnabled: true,
   },
   {
-    title: 'common:projects',
+    title: 'common:projects.title',
     icon: IconFolderPlus,
     route: route.project,
     isEnabled: true,
diff --git a/web-app/src/containers/ThreadList.tsx b/web-app/src/containers/ThreadList.tsx
index 82d638ed8..b58d1872a 100644
--- a/web-app/src/containers/ThreadList.tsx
+++ b/web-app/src/containers/ThreadList.tsx
@@ -37,7 +37,7 @@ import {
   DropdownMenuSubTrigger,
 } from '@/components/ui/dropdown-menu'
 import { useTranslation } from '@/i18n/react-i18next-compat'
-import { memo, useMemo, useState } from 'react'
+import { memo, MouseEvent, useMemo, useState } from 'react'
 import { useNavigate, useMatches } from '@tanstack/react-router'
 import { RenameThreadDialog, DeleteThreadDialog } from '@/containers/dialogs'
 import { route } from '@/constants/routes'
@@ -87,7 +87,12 @@ const SortableItem = memo(
         match.params.threadId === thread.id
     )
 
-    const handleClick = () => {
+    const handleClick = (e: MouseEvent<HTMLDivElement>) => {
+      if (openDropdown) {
+        e.stopPropagation()
+        e.preventDefault()
+        return
+      }
       if (!isDragging) {
         // Only close panel and navigate if the thread is not already active
         if (!isActive) {
@@ -148,6 +153,7 @@ const SortableItem = memo(
           isDragging ? 'cursor-move' : 'cursor-pointer',
           isActive && 'bg-left-panel-fg/10'
         )}
+        onClick={(e) => handleClick(e)}
         onContextMenu={(e) => {
           e.preventDefault()
           e.stopPropagation()
@@ -159,7 +165,6 @@ const SortableItem = memo(
             'pr-2 truncate flex-1',
             variant === 'project' ? 'py-2 cursor-pointer' : 'py-1'
           )}
-          onClick={variant === 'project' ? handleClick : undefined}
         >
           <span>{thread.title || t('common:newThread')}</span>
           {variant === 'project' && (
@@ -172,10 +177,7 @@ const SortableItem = memo(
             </>
           )}
         </div>
-        <div
-          className="flex items-center"
-          onClick={variant !== 'project' ? handleClick : undefined}
-        >
+        <div className="flex items-center">
           <DropdownMenu
             open={openDropdown}
             onOpenChange={(open) => setOpenDropdown(open)}

From d690e0fa87bfe079ac42d8b3bb0e32a39a4b1093 Mon Sep 17 00:00:00 2001
From: Faisal Amir <urmauur@gmail.com>
Date: Thu, 25 Sep 2025 17:29:38 +0700
Subject: [PATCH 19/22] chore: max height project list on left panel

---
 web-app/src/containers/LeftPanel.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web-app/src/containers/LeftPanel.tsx b/web-app/src/containers/LeftPanel.tsx
index 3fb421cbc..deffb2632 100644
--- a/web-app/src/containers/LeftPanel.tsx
+++ b/web-app/src/containers/LeftPanel.tsx
@@ -403,7 +403,7 @@ const LeftPanel = () => {
                   {t('common:projects.title')}
                 </span>
               </div>
-              <div className="flex flex-col">
+              <div className="flex flex-col max-h-[140px] overflow-y-scroll">
                 {filteredProjects
                   .slice()
                   .sort((a, b) => b.updated_at - a.updated_at)

From 9923c6028e0570ec79c890e7f11368340d155e39 Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Thu, 25 Sep 2025 18:10:58 +0700
Subject: [PATCH 20/22] docs: add redirects

---
 docs/_redirects | 79 +++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 79 insertions(+)

diff --git a/docs/_redirects b/docs/_redirects
index e69de29bb..d9d2497ea 100644
--- a/docs/_redirects
+++ b/docs/_redirects
@@ -0,0 +1,79 @@
+/about/                                         /handbook  302
+/about/community                                /handbook  302
+/about/handbook                                 /handbook  302
+/about/handbook/analytics                       /handbook  302
+/about/handbook/project-management              /handbook  302
+/about/handbook/strategy                        /handbook  302
+/about/handbook/website-docs                    /handbook  302
+/about/how-we-work/product-design               /handbook  302
+/about/how-we-work/strategy                     /handbook  302
+/about/investors                                /handbook  302
+/about/roadmap                                  /handbook  302
+/about/team                                     /handbook  302
+/about/vision                                   /handbook  302
+/about/wall-of-love                             /handbook  302
+/handbook/contributing-to-jan/                  /handbook 302
+/handbook/core-contributors/how-we-hire/        /handbook 302
+/handbook/engineering-exellence/                /handbook 302
+/handbook/engineering/                          /handbook 302
+/handbook/product-and-community/                /handbook 302
+/handbook/products-and-innovations/             /handbook 302
+/handbook/what-we-do/our-approach-to-design/    /handbook 302
+/how-we-work/product-design                     /handbook 302    
+/handbook/product-and-community/approaches-to-beta-testing-and-user-engagement/      /handbook 302
+/cortex/assistants                              /docs/ 302
+/cortex/build-extension                         /docs/ 302
+/cortex/built-in/tensorrt-llm                   /docs/ 302
+/cortex/cli/kill                                /docs/ 302
+/cortex/command-line                            /docs/ 302
+/cortex/cortex-openvino                         /docs/ 302
+/cortex/cortex-python                           /docs/ 302
+/cortex/cortex-tensorrt-llm                     /docs/ 302
+/cortex/desktop-installation/linux              /docs/ 302
+/cortex/embeddings                              /docs/ 302
+/cortex/ext-architecture                        /docs/ 302
+/cortex/fine-tuning                             /docs/ 302
+/cortex/fine-tuning/overview                    /docs/ 302
+/cortex/function-calling                        /docs/ 302
+/cortex/installation/linux                      /docs/ 302
+/cortex/installation/mac                        /docs/ 302
+/cortex/model-operations                        /docs/ 302
+/cortex/model-operations/overview               /docs/ 302
+/cortex/rag/overview                            /docs/ 302
+/cortex/server                                  /docs/ 302
+/docs/tools/retrieval                           /docs/ 302
+/developer/framework/engineering/chats          /docs/ 302
+/developer/framework/engineering/threads/       /docs/ 302
+/developer/framework/product/chat               /docs/ 302
+/docs/extensions                                /docs/ 302
+/docs/shortcuts                                 /docs/ 302
+/docs/models                                    /docs/ 302
+/integrations/function-calling/interpreter      /docs/ 302
+/docs/built-in/llama-cpp                        /docs/desktop/llama-cpp 302
+/docs/install-engines                           /docs/desktop/llama-cpp 302
+/docs/local-api                                 /docs/desktop/api-server 302
+/docs/local-engines/llama-cpp                   /docs/desktop/llama-cpp 302
+/docs/models/manage-models                      /docs/desktop/manage-models 302
+/cortex/vision                                  /handbook/open-superintelligence 302
+/docs/models/model-parameters                   /docs/desktop/model-parameters 302
+/docs/remote-models/generic-openai              /docs/desktop/remote-models/openai 302
+/docs/threads                                   /changelog/2024-01-16-settings-options-right-panel 302 
+/guides/integrations/continue/                  /docs/desktop/server-examples/continue-dev 302
+/continue-dev                                   /docs/desktop/server-examples/continue-dev 302
+/integrations                                   /docs/desktop/server-examples/continue-dev 302
+/integrations/coding/continue-dev               /docs/desktop/server-examples/continue-dev 302
+/guides/integrations/continue/                  /docs/desktop/server-examples/continue-dev 302
+/integrations/continue/                         /docs/desktop/server-examples/continue-dev 302
+/integrations/coding/tabby                      /docs/desktop/server-examples/tabby 302
+/integrations/messaging/llmcord                 /docs/desktop/server-examples/llmcord 302
+/integrations/workflow-automation/n8n           /docs/desktop/server-examples/n8n 302
+/local-server/continue-dev                      /docs/desktop/server-examples/continue-dev 302
+/local-server/data-folder                       /docs/desktop/desktop/data-folder 302
+/local-server/llama-cpp                         /docs/desktop/desktop/llama-cpp 302
+/local-server/n8n                               /docs/desktop/server-examples/n8n 302
+/local-server/settings                          /docs/desktop/server-settings 302
+/local-server/tabby                             /docs/desktop/server-examples/tabby 302
+/local-server/troubleshooting                   /docs/desktop/troubleshooting 302
+/mcp/                                           /docs/desktop/mcp 302
+/quickstart                                     /docs/desktop/quickstart 302
+/server-examples/continue-dev                   /docs/desktop/server-examples/continue-dev 302
\ No newline at end of file

From 9fb3171d828c7f13b327979ff152cd2bd8b65bdd Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Thu, 25 Sep 2025 18:21:31 +0700
Subject: [PATCH 21/22] docs: remove duplicate redirect url

---
 docs/_redirects | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/docs/_redirects b/docs/_redirects
index d9d2497ea..1cc7f68d7 100644
--- a/docs/_redirects
+++ b/docs/_redirects
@@ -14,7 +14,7 @@
 /about/wall-of-love                             /handbook  302
 /handbook/contributing-to-jan/                  /handbook 302
 /handbook/core-contributors/how-we-hire/        /handbook 302
-/handbook/engineering-exellence/                /handbook 302
+/handbook/engineering-excellence/              /handbook 302
 /handbook/engineering/                          /handbook 302
 /handbook/product-and-community/                /handbook 302
 /handbook/products-and-innovations/             /handbook 302
@@ -62,7 +62,6 @@
 /continue-dev                                   /docs/desktop/server-examples/continue-dev 302
 /integrations                                   /docs/desktop/server-examples/continue-dev 302
 /integrations/coding/continue-dev               /docs/desktop/server-examples/continue-dev 302
-/guides/integrations/continue/                  /docs/desktop/server-examples/continue-dev 302
 /integrations/continue/                         /docs/desktop/server-examples/continue-dev 302
 /integrations/coding/tabby                      /docs/desktop/server-examples/tabby 302
 /integrations/messaging/llmcord                 /docs/desktop/server-examples/llmcord 302

From 20c8991f559f2487389c29e17b23843217a8a247 Mon Sep 17 00:00:00 2001
From: Minh141120 <minh.itptit@gmail.com>
Date: Thu, 25 Sep 2025 20:53:43 +0700
Subject: [PATCH 22/22] docs: update redirects

---
 docs/_redirects | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/_redirects b/docs/_redirects
index 1cc7f68d7..90846d1f2 100644
--- a/docs/_redirects
+++ b/docs/_redirects
@@ -1,3 +1,4 @@
+/about                                          /handbook  302
 /about/                                         /handbook  302
 /about/community                                /handbook  302
 /about/handbook                                 /handbook  302
@@ -73,6 +74,6 @@
 /local-server/settings                          /docs/desktop/server-settings 302
 /local-server/tabby                             /docs/desktop/server-examples/tabby 302
 /local-server/troubleshooting                   /docs/desktop/troubleshooting 302
-/mcp/                                           /docs/desktop/mcp 302
+/mcp                                            /docs/desktop/mcp 302
 /quickstart                                     /docs/desktop/quickstart 302
 /server-examples/continue-dev                   /docs/desktop/server-examples/continue-dev 302
\ No newline at end of file