feat: enhance llamacpp backend management and installation

- Add `src-tauri/resources/` to `.gitignore`.
- Introduced utilities to read locally installed backends (`getLocalInstalledBackends`) and fetch remote supported backends (`fetchRemoteSupportedBackends`).
- Refactored `listSupportedBackends` to merge remote and local entries with deduplication and proper sorting.
- Exported `getBackendDir` and integrated it into the extension.
- Added helper `parseBackendVersion` and new method `checkBackendForUpdates` to detect newer backend versions.
- Implemented `installBackend` for manual backend archive installation, including platform‑specific binary path handling.
- Updated command‑line argument logic for `--flash-attn` to respect version‑specific defaults.
- Modified Tauri filesystem `decompress` command to remove overly strict path validation.

.gitignore

@@ -54,6 +54,7 @@ docs/.next/
 ## cargo
 target
 Cargo.lock
+src-tauri/resources/
 
 ## test
 test-data

extensions/llamacpp-extension/src/backend.ts

@@ -1,9 +1,80 @@
 import { getJanDataFolderPath, fs, joinPath, events } from '@janhq/core'
 import { invoke } from '@tauri-apps/api/core'
 import { getProxyConfig } from './util'
-import { dirname } from '@tauri-apps/api/path'
+import { dirname, basename } from '@tauri-apps/api/path'
 import { getSystemInfo } from '@janhq/tauri-plugin-hardware-api'
 
+/*
+ * Reads currently installed backends in janDataFolderPath
+ *
+ */
+export async function getLocalInstalledBackends(): Promise<
+  { version: string; backend: string }[]
+> {
+  const local: Array<{ version: string; backend: string }> = []
+  const janDataFolderPath = await getJanDataFolderPath()
+  const backendsDir = await joinPath([
+    janDataFolderPath,
+    'llamacpp',
+    'backends',
+  ])
+  const versionDirs = await fs.readdirSync(backendsDir)
+
+  // If the folder does not exist we are done.
+  if (!versionDirs) {
+    return local
+  }
+  for (const version of versionDirs) {
+    const versionPath = await joinPath([backendsDir, version])
+    const versionName = await basename(versionPath)
+    const backendTypes = await fs.readdirSync(versionPath)
+
+    // Verify that the backend is really installed
+    for (const backendType of backendTypes) {
+      const backendName = await basename(backendType)
+      if (await isBackendInstalled(backendType, versionName)) {
+        local.push({ version: versionName, backend: backendName })
+      }
+    }
+  }
+  return local
+}
+
+/*
+ * currently reads available backends in remote
+ *
+ */
+async function fetchRemoteSupportedBackends(
+  supportedBackends: string[]
+): Promise<{ version: string; backend: string }[]> {
+  // Pull the latest releases from the repo
+  const { releases } = await _fetchGithubReleases('menloresearch', 'llama.cpp')
+  releases.sort((a, b) => b.tag_name.localeCompare(a.tag_name))
+  releases.splice(10) // keep only the latest 10 releases
+
+  // Walk the assets and keep only those that match a supported backend
+  const remote: { version: string; backend: string }[] = []
+
+  for (const release of releases) {
+    const version = release.tag_name
+    const prefix = `llama-${version}-bin-`
+
+    for (const asset of release.assets) {
+      const name = asset.name
+
+      if (!name.startsWith(prefix)) continue
+
+      const backend = name.replace(prefix, '').replace('.tar.gz', '')
+
+      if (supportedBackends.includes(backend)) {
+        remote.push({ version, backend })
+      }
+    }
+  }
+
+  return remote
+}
+
 // folder structure
 // <Jan's data folder>/llamacpp/backends/<backend_version>/<backend_type>
 
@@ -76,31 +147,29 @@ export async function listSupportedBackends(): Promise<
   } else if (sysType === 'macos-aarch64' || sysType === 'macos-arm64') {
     supportedBackends.push('macos-arm64')
   }
+  // get latest backends from Github
+  const remoteBackendVersions =
+    await fetchRemoteSupportedBackends(supportedBackends)
 
-  const { releases } = await _fetchGithubReleases('menloresearch', 'llama.cpp')
+  // Get locally installed versions
-  releases.sort((a, b) => b.tag_name.localeCompare(a.tag_name))
+  const localBackendVersions = await getLocalInstalledBackends()
-  releases.splice(10) // keep only the latest 10 releases
+  // Use a Map keyed by “${version}|${backend}” for O(1) deduplication.
-
+  const mergedMap = new Map<string, { version: string; backend: string }>()
-  let backendVersions = []
+  for (const entry of remoteBackendVersions) {
-  for (const release of releases) {
+    mergedMap.set(`${entry.version}|${entry.backend}`, entry)
-    const version = release.tag_name
+  }
-    const prefix = `llama-${version}-bin-`
+  for (const entry of localBackendVersions) {
-
+    mergedMap.set(`${entry.version}|${entry.backend}`, entry)
-    // NOTE: there is checksum.yml. we can also download it to verify the download
-    for (const asset of release.assets) {
-      const name = asset.name
-      if (!name.startsWith(prefix)) {
-        continue
   }
 
-      const backend = name.replace(prefix, '').replace('.tar.gz', '')
+  const merged = Array.from(mergedMap.values())
-      if (supportedBackends.includes(backend)) {
+  // Sort newest version first; if versions tie, sort by backend name
-        backendVersions.push({ version, backend })
+  merged.sort((a, b) => {
-      }
+    const versionCmp = b.version.localeCompare(a.version)
-    }
+    return versionCmp !== 0 ? versionCmp : a.backend.localeCompare(b.backend)
-  }
+  })
 
-  return backendVersions
+  return merged
 }
 
 export async function getBackendDir(
@@ -299,21 +368,23 @@ async function _fetchGithubReleases(
   const githubUrl = `https://api.github.com/repos/${owner}/${repo}/releases`
   try {
     const response = await fetch(githubUrl)
-    if (!response.ok) throw new Error(`GitHub error: ${response.status} ${response.statusText}`)
+    if (!response.ok)
+      throw new Error(`GitHub error: ${response.status} ${response.statusText}`)
     const releases = await response.json()
     return { releases, source: 'github' }
   } catch (_err) {
     const cdnUrl = 'https://catalog.jan.ai/llama.cpp/releases/releases.json'
     const response = await fetch(cdnUrl)
     if (!response.ok) {
-      throw new Error(`Failed to fetch releases from both sources. CDN error: ${response.status} ${response.statusText}`)
+      throw new Error(
+        `Failed to fetch releases from both sources. CDN error: ${response.status} ${response.statusText}`
+      )
     }
     const releases = await response.json()
     return { releases, source: 'cdn' }
   }
 }
 
-
 async function _isCudaInstalled(version: string): Promise<boolean> {
   const sysInfo = await getSystemInfo()
   const os_type = sysInfo.os_type

extensions/llamacpp-extension/src/index.ts

@@ -31,6 +31,7 @@ import {
   downloadBackend,
   isBackendInstalled,
   getBackendExePath,
+  getBackendDir,
 } from './backend'
 import { invoke } from '@tauri-apps/api/core'
 import { getProxyConfig } from './util'
@@ -712,6 +713,47 @@ export default class llamacpp_extension extends AIEngine {
     }
   }
 
+  private parseBackendVersion(v: string): number {
+    // Remove any leading non‑digit characters (e.g. the "b")
+    const numeric = v.replace(/^[^\d]*/, '')
+    const n = Number(numeric)
+    return Number.isNaN(n) ? 0 : n
+  }
+
+  async checkBackendForUpdates(): Promise<{
+    updateNeeded: boolean
+    newVersion: string
+  }> {
+    // Parse current backend configuration
+    const [currentVersion, currentBackend] = (
+      this.config.version_backend || ''
+    ).split('/')
+
+    if (!currentVersion || !currentBackend) {
+      logger.warn(
+        `Invalid current backend format: ${this.config.version_backend}`
+      )
+      return { updateNeeded: false, newVersion: '0' }
+    }
+
+    // Find the latest version for the currently selected backend type
+    const version_backends = await listSupportedBackends()
+    const targetBackendString = this.findLatestVersionForBackend(
+      version_backends,
+      currentBackend
+    )
+    const [latestVersion] = targetBackendString.split('/')
+    if (this.parseBackendVersion(latestVersion) > this.parseBackendVersion(currentVersion)) {
+      logger.info(`New update available: ${latestVersion}`)
+      return { updateNeeded: true, newVersion: latestVersion }
+    } else {
+      logger.info(
+        `Already at latest version: ${currentVersion} = ${latestVersion}`
+      )
+      return { updateNeeded: false, newVersion: '0' }
+    }
+  }
+
   private async removeOldBackend(
     latestVersion: string,
     backendType: string
@@ -1016,6 +1058,40 @@ export default class llamacpp_extension extends AIEngine {
     localStorage.setItem('cortex_models_migrated', 'true')
   }
 
+  /*
+   * Manually installs a supported backend archive
+   *
+   */
+  async installBackend(path: string): Promise<void> {
+    const platformName = IS_WINDOWS ? 'win' : 'linux'
+    const re = /^llama-(b\d+)-bin-(.+?)\.tar\.gz$/
+    const archiveName = await basename(path)
+
+    let binPath: string
+
+    if ((await fs.existsSync(path)) && path.endsWith('tar.gz')) {
+      const match = re.exec(archiveName)
+      const [, version, backend] = match
+      if (!version && !backend) {
+        throw new Error(`Invalid backend archive name: ${archiveName}`)
+      }
+      const backendDir = await getBackendDir(backend, version)
+      await invoke('decompress', { path: path, outputDir: backendDir })
+      if (platformName == 'win')
+        binPath = await joinPath([
+          backendDir,
+          'build',
+          'bin',
+          'llama-server.exe',
+        ])
+      else
+        binPath = await joinPath([backendDir, 'build', 'bin', 'llama-server'])
+      if (!fs.existsSync(binPath)) {
+        throw new Error('Not a supported backend archive!')
+      }
+    }
+  }
+
   override async import(modelId: string, opts: ImportOptions): Promise<void> {
     const isValidModelId = (id: string) => {
       // only allow alphanumeric, underscore, hyphen, and dot characters in modelId
@@ -1438,7 +1514,11 @@ export default class llamacpp_extension extends AIEngine {
 
     // Boolean flags
     if (!cfg.ctx_shift) args.push('--no-context-shift')
+    if (Number(version.replace(/^b/, '')) >= 6325) {
+      if (!cfg.flash_attn) args.push('--flash-attn', 'off') //default: auto = ON when supported
+    } else {
       if (cfg.flash_attn) args.push('--flash-attn')
+    }
     if (cfg.cont_batching) args.push('--cont-batching')
     args.push('--no-mmap')
     if (cfg.mlock) args.push('--mlock')

src-tauri/src/core/filesystem/commands.rs

@@ -165,13 +165,6 @@ pub fn read_yaml(app: tauri::AppHandle, path: &str) -> Result<serde_json::Value,
 pub fn decompress(app: tauri::AppHandle, path: &str, output_dir: &str) -> Result<(), String> {
     let jan_data_folder = crate::core::app::commands::get_jan_data_folder_path(app.clone());
     let path_buf = jan_utils::normalize_path(&jan_data_folder.join(path));
-    if !path_buf.starts_with(&jan_data_folder) {
-        return Err(format!(
-            "Error: path {} is not under jan_data_folder {}",
-            path_buf.to_string_lossy(),
-            jan_data_folder.to_string_lossy(),
-        ));
-    }
 
     let output_dir_buf = jan_utils::normalize_path(&jan_data_folder.join(output_dir));
     if !output_dir_buf.starts_with(&jan_data_folder) {