chore: update api domain to jan.ai (#6832)

Stag web to prod web

.github/ISSUE_TEMPLATE/config.yml

@@ -1,5 +1,5 @@
 blank_issues_enabled: true
 contact_links:
   - name: Jan Discussions
-    url: https://github.com/orgs/janhq/discussions/categories/q-a
+    url: https://github.com/orgs/menloresearch/discussions/categories/q-a
     about: Get help, discuss features & roadmap, and share your projects

.github/workflows/jan-server-web-ci-dev.yml

@@ -12,7 +12,11 @@ jobs:
   build-and-preview:
     runs-on: [ubuntu-24-04-docker]
     env:
+<<<<<<< HEAD
+      JAN_API_BASE: "https://api-dev.menlo.ai/v1"
+=======
       MENLO_PLATFORM_BASE_URL: "https://api-dev.jan.ai/v1"
+>>>>>>> c854c54c0 (chore: update api domain to jan.ai (#6832))
     permissions:
       pull-requests: write
       contents: write
@@ -52,7 +56,7 @@ jobs:
 
       - name: Build docker image
         run: |
-          docker build --build-arg MENLO_PLATFORM_BASE_URL=${{ env.MENLO_PLATFORM_BASE_URL }} -t ${{ steps.vars.outputs.FULL_IMAGE }} .
+          docker build --build-arg JAN_API_BASE=${{ env.JAN_API_BASE }} -t ${{ steps.vars.outputs.FULL_IMAGE }} .
 
       - name: Push docker image
         if: github.event_name == 'push'

.github/workflows/jan-server-web-ci-prod.yml

@@ -43,7 +43,7 @@ jobs:
       - name: Install dependencies
         run: make config-yarn && yarn install && yarn build:core && make build-web-app
         env:
-          MENLO_PLATFORM_BASE_URL: ${{ env.MENLO_PLATFORM_BASE_URL }}
+          JAN_API_BASE: ${{ env.JAN_API_BASE }}
           GA_MEASUREMENT_ID: ${{ env.GA_MEASUREMENT_ID }}
 
       - name: Publish to Cloudflare Pages Production

.github/workflows/jan-server-web-ci-stag.yml

@@ -12,7 +12,11 @@ jobs:
   build-and-preview:
     runs-on: [ubuntu-24-04-docker]
     env:
+<<<<<<< HEAD
+      JAN_API_BASE: "https://api-stag.menlo.ai/v1"
+=======
       MENLO_PLATFORM_BASE_URL: "https://api-stag.jan.ai/v1"
+>>>>>>> c854c54c0 (chore: update api domain to jan.ai (#6832))
     permissions:
       pull-requests: write
       contents: write
@@ -52,7 +56,7 @@ jobs:
 
       - name: Build docker image
         run: |
-          docker build --build-arg MENLO_PLATFORM_BASE_URL=${{ env.MENLO_PLATFORM_BASE_URL }} -t ${{ steps.vars.outputs.FULL_IMAGE }} .
+          docker build --build-arg JAN_API_BASE=${{ env.JAN_API_BASE }} -t ${{ steps.vars.outputs.FULL_IMAGE }} .
 
       - name: Push docker image
         if: github.event_name == 'push'

.github/workflows/jan-tauri-build-nightly.yaml

@@ -168,62 +168,62 @@ jobs:
           AWS_DEFAULT_REGION: ${{ secrets.DELTA_AWS_REGION }}
           AWS_EC2_METADATA_DISABLED: 'true'
 
-  # noti-discord-nightly-and-update-url-readme:
-  #   needs:
-  #     [
-  #       build-macos,
-  #       build-windows-x64,
-  #       build-linux-x64,
-  #       get-update-version,
-  #       set-public-provider,
-  #       sync-temp-to-latest,
-  #     ]
-  #   secrets: inherit
-  #   if: github.event_name == 'schedule'
-  #   uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
-  #   with:
-  #     ref: refs/heads/dev
-  #     build_reason: Nightly
-  #     push_to_branch: dev
-  #     new_version: ${{ needs.get-update-version.outputs.new_version }}
+  noti-discord-nightly-and-update-url-readme:
+    needs:
+      [
+        build-macos,
+        build-windows-x64,
+        build-linux-x64,
+        get-update-version,
+        set-public-provider,
+        sync-temp-to-latest,
+      ]
+    secrets: inherit
+    if: github.event_name == 'schedule'
+    uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
+    with:
+      ref: refs/heads/dev
+      build_reason: Nightly
+      push_to_branch: dev
+      new_version: ${{ needs.get-update-version.outputs.new_version }}
 
-  # noti-discord-pre-release-and-update-url-readme:
-  #   needs:
-  #     [
-  #       build-macos,
-  #       build-windows-x64,
-  #       build-linux-x64,
-  #       get-update-version,
-  #       set-public-provider,
-  #       sync-temp-to-latest,
-  #     ]
-  #   secrets: inherit
-  #   if: github.event_name == 'push'
-  #   uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
-  #   with:
-  #     ref: refs/heads/dev
-  #     build_reason: Pre-release
-  #     push_to_branch: dev
-  #     new_version: ${{ needs.get-update-version.outputs.new_version }}
+  noti-discord-pre-release-and-update-url-readme:
+    needs:
+      [
+        build-macos,
+        build-windows-x64,
+        build-linux-x64,
+        get-update-version,
+        set-public-provider,
+        sync-temp-to-latest,
+      ]
+    secrets: inherit
+    if: github.event_name == 'push'
+    uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
+    with:
+      ref: refs/heads/dev
+      build_reason: Pre-release
+      push_to_branch: dev
+      new_version: ${{ needs.get-update-version.outputs.new_version }}
 
-  # noti-discord-manual-and-update-url-readme:
-  #   needs:
-  #     [
-  #       build-macos,
-  #       build-windows-x64,
-  #       build-linux-x64,
-  #       get-update-version,
-  #       set-public-provider,
-  #       sync-temp-to-latest,
-  #     ]
-  #   secrets: inherit
-  #   if: github.event_name == 'workflow_dispatch' && github.event.inputs.public_provider == 'aws-s3'
-  #   uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
-  #   with:
-  #     ref: refs/heads/dev
-  #     build_reason: Manual
-  #     push_to_branch: dev
-  #     new_version: ${{ needs.get-update-version.outputs.new_version }}
+  noti-discord-manual-and-update-url-readme:
+    needs:
+      [
+        build-macos,
+        build-windows-x64,
+        build-linux-x64,
+        get-update-version,
+        set-public-provider,
+        sync-temp-to-latest,
+      ]
+    secrets: inherit
+    if: github.event_name == 'workflow_dispatch' && github.event.inputs.public_provider == 'aws-s3'
+    uses: ./.github/workflows/template-noti-discord-and-update-url-readme.yml
+    with:
+      ref: refs/heads/dev
+      build_reason: Manual
+      push_to_branch: dev
+      new_version: ${{ needs.get-update-version.outputs.new_version }}
 
   comment-pr-build-url:
     needs:

.github/workflows/jan-tauri-build.yaml

@@ -82,11 +82,11 @@ jobs:
           VERSION=${{ needs.get-update-version.outputs.new_version }}
           PUB_DATE=$(date -u +"%Y-%m-%dT%H:%M:%S.%3NZ")
           LINUX_SIGNATURE="${{ needs.build-linux-x64.outputs.APPIMAGE_SIG }}"
-          LINUX_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-linux-x64.outputs.APPIMAGE_FILE_NAME }}"
+          LINUX_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-linux-x64.outputs.APPIMAGE_FILE_NAME }}"
           WINDOWS_SIGNATURE="${{ needs.build-windows-x64.outputs.WIN_SIG }}"
-          WINDOWS_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-windows-x64.outputs.FILE_NAME }}"
+          WINDOWS_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-windows-x64.outputs.FILE_NAME }}"
           DARWIN_SIGNATURE="${{ needs.build-macos.outputs.MAC_UNIVERSAL_SIG }}"
-          DARWIN_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-macos.outputs.TAR_NAME }}"
+          DARWIN_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-macos.outputs.TAR_NAME }}"
 
           jq --arg version "$VERSION" \
             --arg pub_date "$PUB_DATE" \

.github/workflows/template-get-update-version.yml

@@ -29,7 +29,7 @@ jobs:
             local max_retries=3
             local tag
             while [ $retries -lt $max_retries ]; do
-              tag=$(curl -s https://api.github.com/repos/janhq/jan/releases/latest | jq -r .tag_name)
+              tag=$(curl -s https://api.github.com/repos/menloresearch/jan/releases/latest | jq -r .tag_name)
               if [ -n "$tag" ] && [ "$tag" != "null" ]; then
                 echo $tag
                 return

.github/workflows/template-noti-discord-and-update-url-readme.yml

@@ -50,6 +50,6 @@ jobs:
             - macOS Universal: https://delta.jan.ai/nightly/Jan-nightly_{{ VERSION }}_universal.dmg
             - Linux Deb: https://delta.jan.ai/nightly/Jan-nightly_{{ VERSION }}_amd64.deb
             - Linux AppImage: https://delta.jan.ai/nightly/Jan-nightly_{{ VERSION }}_amd64.AppImage
-            - Github action run: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}
+            - Github action run: https://github.com/menloresearch/jan/actions/runs/{{ GITHUB_RUN_ID }}
         env:
           DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK }}

.github/workflows/template-tauri-build-windows-x64-external.yml

@@ -49,8 +49,6 @@ jobs:
           # Update tauri.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version | .bundle.createUpdaterArtifacts = false' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
           mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
-          jq '.bundle.windows.nsis.template = "tauri.bundle.windows.nsis.template"' ./src-tauri/tauri.windows.conf.json > /tmp/tauri.windows.conf.json
-          mv /tmp/tauri.windows.conf.json ./src-tauri/tauri.windows.conf.json
           jq '.bundle.windows.signCommand = "echo External build - skipping signature: %1"' ./src-tauri/tauri.windows.conf.json > /tmp/tauri.windows.conf.json
           mv /tmp/tauri.windows.conf.json ./src-tauri/tauri.windows.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
@@ -82,36 +80,6 @@ jobs:
           echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
 
-          generate_build_version() {
-              ### Examble
-              ### input 0.5.6 output will be 0.5.6 and 0.5.6.0
-              ### input 0.5.6-rc2-beta output will be 0.5.6 and 0.5.6.2
-              ### input 0.5.6-1213 output will be 0.5.6 and and 0.5.6.1213
-              local new_version="$1"
-              local base_version
-              local t_value
-              # Check if it has a "-"
-              if [[ "$new_version" == *-* ]]; then
-                  base_version="${new_version%%-*}" # part before -
-                  suffix="${new_version#*-}"         # part after -
-                  # Check if it is rcX-beta
-                  if [[ "$suffix" =~ ^rc([0-9]+)-beta$ ]]; then
-                      t_value="${BASH_REMATCH[1]}"
-                  else
-                      t_value="$suffix"
-                  fi
-              else
-                  base_version="$new_version"
-                  t_value="0"
-              fi
-              # Export two values
-              new_base_version="$base_version"
-              new_build_version="${base_version}.${t_value}"
-          }
-          generate_build_version ${{ inputs.new_version }}
-          sed -i "s/jan_version/$new_base_version/g" ./src-tauri/tauri.bundle.windows.nsis.template
-          sed -i "s/jan_build/$new_build_version/g" ./src-tauri/tauri.bundle.windows.nsis.template
-
           if [ "${{ 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
@@ -135,14 +103,7 @@ jobs:
             chmod +x .github/scripts/rename-workspace.sh
             .github/scripts/rename-workspace.sh ./package.json ${{ inputs.channel }}
             cat ./package.json
-            sed -i "s/jan_productname/Jan-${{ inputs.channel }}/g" ./src-tauri/tauri.bundle.windows.nsis.template
-            sed -i "s/jan_mainbinaryname/jan-${{ inputs.channel }}/g" ./src-tauri/tauri.bundle.windows.nsis.template
-          else
-            sed -i "s/jan_productname/Jan/g" ./src-tauri/tauri.bundle.windows.nsis.template
-            sed -i "s/jan_mainbinaryname/jan/g" ./src-tauri/tauri.bundle.windows.nsis.template
           fi
-          echo "---------nsis.template---------"
-          cat ./src-tauri/tauri.bundle.windows.nsis.template
       - name: Build app
         shell: bash
         run: |

.github/workflows/template-tauri-build-windows-x64.yml

@@ -98,15 +98,9 @@ jobs:
           # Update tauri.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version | .bundle.createUpdaterArtifacts = true' ./src-tauri/tauri.conf.json > /tmp/tauri.conf.json
           mv /tmp/tauri.conf.json ./src-tauri/tauri.conf.json
-          jq '.bundle.windows.nsis.template = "tauri.bundle.windows.nsis.template"' ./src-tauri/tauri.windows.conf.json > /tmp/tauri.windows.conf.json
-          mv /tmp/tauri.windows.conf.json ./src-tauri/tauri.windows.conf.json
           jq --arg version "${{ inputs.new_version }}" '.version = $version' web-app/package.json > /tmp/package.json
           mv /tmp/package.json web-app/package.json
 
-          # Add sign commands to tauri.windows.conf.json
-          jq '.bundle.windows.signCommand = "powershell -ExecutionPolicy Bypass -File ./sign.ps1 %1"' ./src-tauri/tauri.windows.conf.json > /tmp/tauri.windows.conf.json
-          mv /tmp/tauri.windows.conf.json ./src-tauri/tauri.windows.conf.json
-
           # Update tauri plugin versions
 
           jq --arg version "${{ inputs.new_version }}" '.version = $version' ./src-tauri/plugins/tauri-plugin-hardware/package.json > /tmp/package.json
@@ -133,35 +127,9 @@ jobs:
           echo "---------./src-tauri/Cargo.toml---------"
           cat ./src-tauri/Cargo.toml
 
-          generate_build_version() {
-              ### Example
-              ### input 0.5.6 output will be 0.5.6 and 0.5.6.0
-              ### input 0.5.6-rc2-beta output will be 0.5.6 and 0.5.6.2
-              ### input 0.5.6-1213 output will be 0.5.6 and and 0.5.6.1213
-              local new_version="$1"
-              local base_version
-              local t_value
-              # Check if it has a "-"
-              if [[ "$new_version" == *-* ]]; then
-                  base_version="${new_version%%-*}" # part before -
-                  suffix="${new_version#*-}"         # part after -
-                  # Check if it is rcX-beta
-                  if [[ "$suffix" =~ ^rc([0-9]+)-beta$ ]]; then
-                      t_value="${BASH_REMATCH[1]}"
-                  else
-                      t_value="$suffix"
-                  fi
-              else
-                  base_version="$new_version"
-                  t_value="0"
-              fi
-              # Export two values
-              new_base_version="$base_version"
-              new_build_version="${base_version}.${t_value}"
-          }
-          generate_build_version ${{ inputs.new_version }}
-          sed -i "s/jan_version/$new_base_version/g" ./src-tauri/tauri.bundle.windows.nsis.template
-          sed -i "s/jan_build/$new_build_version/g" ./src-tauri/tauri.bundle.windows.nsis.template
+          # Add sign commands to tauri.windows.conf.json
+          jq '.bundle.windows.signCommand = "powershell -ExecutionPolicy Bypass -File ./sign.ps1 %1"' ./src-tauri/tauri.windows.conf.json > /tmp/tauri.windows.conf.json
+          mv /tmp/tauri.windows.conf.json ./src-tauri/tauri.windows.conf.json
           
           echo "---------tauri.windows.conf.json---------"
           cat ./src-tauri/tauri.windows.conf.json
@@ -195,14 +163,7 @@ jobs:
             chmod +x .github/scripts/rename-workspace.sh
             .github/scripts/rename-workspace.sh ./package.json ${{ inputs.channel }}
             cat ./package.json
-            sed -i "s/jan_productname/Jan-${{ inputs.channel }}/g" ./src-tauri/tauri.bundle.windows.nsis.template
-            sed -i "s/jan_mainbinaryname/jan-${{ inputs.channel }}/g" ./src-tauri/tauri.bundle.windows.nsis.template
-          else
-            sed -i "s/jan_productname/Jan/g" ./src-tauri/tauri.bundle.windows.nsis.template
-            sed -i "s/jan_mainbinaryname/jan/g" ./src-tauri/tauri.bundle.windows.nsis.template
           fi
-          echo "---------nsis.template---------"
-          cat ./src-tauri/tauri.bundle.windows.nsis.template
 
       - name: Install AzureSignTool
         run: |
@@ -273,6 +234,8 @@ jobs:
           # Upload for tauri updater
           aws s3 cp ./${{ steps.metadata.outputs.FILE_NAME }} s3://${{ secrets.DELTA_AWS_S3_BUCKET_NAME }}/temp-${{ inputs.channel }}/${{ steps.metadata.outputs.FILE_NAME }}
           aws s3 cp ./${{ steps.metadata.outputs.FILE_NAME }}.sig s3://${{ secrets.DELTA_AWS_S3_BUCKET_NAME }}/temp-${{ inputs.channel }}/${{ steps.metadata.outputs.FILE_NAME }}.sig
+
+          aws s3 cp ./src-tauri/target/release/bundle/msi/${{ steps.metadata.outputs.MSI_FILE_NAME }} s3://${{ secrets.DELTA_AWS_S3_BUCKET_NAME }}/temp-${{ inputs.channel }}/${{ steps.metadata.outputs.MSI_FILE_NAME }}
         env:
           AWS_ACCESS_KEY_ID: ${{ secrets.DELTA_AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY: ${{ secrets.DELTA_AWS_SECRET_ACCESS_KEY }}
@@ -289,3 +252,13 @@ jobs:
           asset_path: ./src-tauri/target/release/bundle/nsis/${{ steps.metadata.outputs.FILE_NAME }}
           asset_name: ${{ steps.metadata.outputs.FILE_NAME }}
           asset_content_type: application/octet-stream
+      - name: Upload release assert if public provider is github
+        if: inputs.public_provider == 'github'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        uses: actions/upload-release-asset@v1.0.1
+        with:
+          upload_url: ${{ inputs.upload_url }}
+          asset_path: ./src-tauri/target/release/bundle/msi/${{ steps.metadata.outputs.MSI_FILE_NAME  }}
+          asset_name: ${{ steps.metadata.outputs.MSI_FILE_NAME  }}
+          asset_content_type: application/octet-stream

CONTRIBUTING.md

@@ -143,7 +143,7 @@ jan/
 
 **Option 1: The Easy Way (Make)**
 ```bash
-git clone https://github.com/janhq/jan
+git clone https://github.com/menloresearch/jan
 cd jan
 make dev
 ```
@@ -152,8 +152,8 @@ make dev
 
 ### Reporting Bugs
 
-- **Ensure the bug was not already reported** by searching on GitHub under [Issues](https://github.com/janhq/jan/issues)
-- If you're unable to find an open issue addressing the problem, [open a new one](https://github.com/janhq/jan/issues/new)
+- **Ensure the bug was not already reported** by searching on GitHub under [Issues](https://github.com/menloresearch/jan/issues)
+- If you're unable to find an open issue addressing the problem, [open a new one](https://github.com/menloresearch/jan/issues/new)
 - Include your system specs and error logs - it helps a ton
 
 ### Suggesting Enhancements

Dockerfile

@@ -1,8 +1,8 @@
 # Stage 1: Build stage with Node.js and Yarn v4
 FROM node:20-alpine AS builder
 
-ARG MENLO_PLATFORM_BASE_URL=https://api-dev.menlo.ai/v1
-ENV MENLO_PLATFORM_BASE_URL=$MENLO_PLATFORM_BASE_URL
+ARG JAN_API_BASE=https://api-dev.jan.ai/v1
+ENV JAN_API_BASE=$JAN_API_BASE
 
 # Install build dependencies
 RUN apk add --no-cache \
@@ -28,7 +28,6 @@ COPY ./Makefile ./Makefile
 COPY ./.* /
 COPY ./package.json ./package.json
 COPY ./yarn.lock ./yarn.lock
-COPY ./pre-install ./pre-install
 COPY ./core ./core
 
 # Build web application

Makefile

@@ -117,6 +117,7 @@ lint: install-and-build
 test: lint
 	yarn download:bin
 ifeq ($(OS),Windows_NT)
+	yarn download:windows-installer
 endif
 	yarn test
 	yarn copy:assets:tauri

README.md

@@ -4,10 +4,10 @@
 
 <p align="center">
   <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-  <img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/janhq/jan"/>
-  <img alt="Github Last Commit" src="https://img.shields.io/github/last-commit/janhq/jan"/>
-  <img alt="Github Contributors" src="https://img.shields.io/github/contributors/janhq/jan"/>
-  <img alt="GitHub closed issues" src="https://img.shields.io/github/issues-closed/janhq/jan"/>
+  <img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/menloresearch/jan"/>
+  <img alt="Github Last Commit" src="https://img.shields.io/github/last-commit/menloresearch/jan"/>
+  <img alt="Github Contributors" src="https://img.shields.io/github/contributors/menloresearch/jan"/>
+  <img alt="GitHub closed issues" src="https://img.shields.io/github/issues-closed/menloresearch/jan"/>
   <img alt="Discord" src="https://img.shields.io/discord/1107178041848909847?label=discord"/>
 </p>
 
@@ -15,7 +15,7 @@
   <a href="https://www.jan.ai/docs/desktop">Getting Started</a>
   - <a href="https://discord.gg/Exe46xPMbK">Community</a>
   - <a href="https://jan.ai/changelog">Changelog</a>
-  - <a href="https://github.com/janhq/jan/issues">Bug reports</a>
+  - <a href="https://github.com/menloresearch/jan/issues">Bug reports</a>
 </p>
 
 Jan is bringing the best of open-source AI in an easy-to-use product. Download and run LLMs with **full control** and **privacy**.
@@ -48,7 +48,7 @@ The easiest way to get started is by downloading one of the following versions f
 </table>
 
 
-Download from [jan.ai](https://jan.ai/) or [GitHub Releases](https://github.com/janhq/jan/releases).
+Download from [jan.ai](https://jan.ai/) or [GitHub Releases](https://github.com/menloresearch/jan/releases).
 
 ## Features
 
@@ -73,7 +73,7 @@ For those who enjoy the scenic route:
 ### Run with Make
 
 ```bash
-git clone https://github.com/janhq/jan
+git clone https://github.com/menloresearch/jan
 cd jan
 make dev
 ```
@@ -128,7 +128,7 @@ Contributions welcome. See [CONTRIBUTING.md](CONTRIBUTING.md) for the full spiel
 
 ## Contact
 
-- **Bugs**: [GitHub Issues](https://github.com/janhq/jan/issues)
+- **Bugs**: [GitHub Issues](https://github.com/menloresearch/jan/issues)
 - **Business**: hello@jan.ai
 - **Jobs**: hr@jan.ai
 - **General Discussion**: [Discord](https://discord.gg/FTk2MvZwJH)

WEB_VERSION_TRACKER.md

@@ -0,0 +1,40 @@
+# Jan Web Version Tracker
+
+Internal tracker for web component changes and features.
+
+## v0.0.12 (Current)
+**Release Date**: 2025-10-02
+**Commit SHA**: df145d63a93bd27336b5b539ce0719fe9c7719e3
+
+**Main Features**:
+- Search button instead of tools
+- Projects support properly for local used
+- Temporary chat mode
+- Performance enhancement: prevent thread items over fetching on app start
+- Fix Google Tag
+
+## v0.0.11
+**Release Date**: 2025-09-23
+**Commit SHA**: 494db746f7dd1f51241cec80bbf550901a0115e5
+
+**Main Features**:
+- Google login support
+- Remote conversation and message persistent
+- UI improvements
+- Multiple tab synchronization on browser
+
+## v0.0.10
+
+**Release Date**: 2025-09-11
+**Commit SHA**: b5b6e1dc197378d06ccbf127f60e44779f1e44e5
+
+**Main Features**:
+- Chat interface with completion route support
+- MCP (Model Context Protocol) integration
+- Core web functionality for Jan AI
+
+**Changes**:
+- Initial web version release
+- Basic chat completion API integration
+- MCP server support for tool calling
+- Web-optimized UI components

autoqa/requirements.txt

@@ -1,7 +1,7 @@
 # Core dependencies
 cua-computer[all]~=0.3.5
 cua-agent[all]~=0.3.0
-cua-agent @ git+https://github.com/janhq/cua.git@compute-agent-0.3.0-patch#subdirectory=libs/python/agent
+cua-agent @ git+https://github.com/menloresearch/cua.git@compute-agent-0.3.0-patch#subdirectory=libs/python/agent
 
 # ReportPortal integration
 reportportal-client~=5.6.5

autoqa/scripts/setup-android-env.sh

@@ -25,8 +25,8 @@ export RANLIB_aarch64_linux_android="$NDK_HOME/toolchains/llvm/prebuilt/darwin-x
 # Additional environment variables for Rust cross-compilation
 export CARGO_TARGET_AARCH64_LINUX_ANDROID_LINKER="$NDK_HOME/toolchains/llvm/prebuilt/darwin-x86_64/bin/aarch64-linux-android21-clang"
 
-# Only set global CC and AR for Android builds (when IS_ANDROID is set)
-if [ "$IS_ANDROID" = "true" ]; then
+# Only set global CC and AR for Android builds (when TAURI_ANDROID_BUILD is set)
+if [ "$TAURI_ANDROID_BUILD" = "true" ]; then
     export CC="$NDK_HOME/toolchains/llvm/prebuilt/darwin-x86_64/bin/aarch64-linux-android21-clang"
     export AR="$NDK_HOME/toolchains/llvm/prebuilt/darwin-x86_64/bin/llvm-ar"
     echo "Global CC and AR set for Android build"

core/README.md

@@ -13,7 +13,7 @@ import * as core from '@janhq/core'
 
 ## Build an Extension
 
-1. Download an extension template, for example, [https://github.com/janhq/extension-template](https://github.com/janhq/extension-template).
+1. Download an extension template, for example, [https://github.com/menloresearch/extension-template](https://github.com/menloresearch/extension-template).
 
 2. Update the source code:
 

core/package.json

@@ -31,7 +31,7 @@
     "@vitest/coverage-v8": "^2.1.8",
     "@vitest/ui": "^2.1.8",
     "eslint": "8.57.0",
-    "happy-dom": "^20.0.0",
+    "happy-dom": "^15.11.6",
     "pacote": "^21.0.0",
     "react": "19.0.0",
     "request": "^2.88.2",

core/src/browser/extension.ts

@@ -11,8 +11,6 @@ export enum ExtensionTypeEnum {
   HuggingFace = 'huggingFace',
   Engine = 'engine',
   Hardware = 'hardware',
-  RAG = 'rag',
-  VectorDB = 'vectorDB',
 }
 
 export interface ExtensionType {

core/src/browser/extensions/engines/AIEngine.ts

@@ -182,7 +182,6 @@ export interface SessionInfo {
   port: number // llama-server output port (corrected from portid)
   model_id: string //name of the model
   model_path: string // path of the loaded model
-  is_embedding: boolean
   api_key: string
   mmproj_path?: string
 }

core/src/browser/extensions/index.ts

@@ -23,8 +23,3 @@ export { MCPExtension } from './mcp'
  * Base AI Engines.
  */
 export * from './engines'
-
-export { RAGExtension, RAG_INTERNAL_SERVER } from './rag'
-export type { AttachmentInput, IngestAttachmentsResult } from './rag'
-export { VectorDBExtension } from './vector-db'
-export type { SearchMode, VectorDBStatus, VectorChunkInput, VectorSearchResult, AttachmentFileInfo, VectorDBFileInput, VectorDBIngestOptions } from './vector-db'

core/src/browser/extensions/rag.ts

@@ -1,36 +0,0 @@
-import { BaseExtension, ExtensionTypeEnum } from '../extension'
-import type { MCPTool, MCPToolCallResult } from '../../types'
-import type { AttachmentFileInfo } from './vector-db'
-
-export interface AttachmentInput {
-  path: string
-  name?: string
-  type?: string
-  size?: number
-}
-
-export interface IngestAttachmentsResult {
-  filesProcessed: number
-  chunksInserted: number
-  files: AttachmentFileInfo[]
-}
-
-export const RAG_INTERNAL_SERVER = 'rag-internal'
-
-/**
- * RAG extension base: exposes RAG tools and orchestration API.
- */
-export abstract class RAGExtension extends BaseExtension {
-  type(): ExtensionTypeEnum | undefined {
-    return ExtensionTypeEnum.RAG
-  }
-
-  abstract getTools(): Promise<MCPTool[]>
-  /**
-   * Lightweight list of tool names for quick routing/lookup.
-   */
-  abstract getToolNames(): Promise<string[]>
-  abstract callTool(toolName: string, args: Record<string, unknown>): Promise<MCPToolCallResult>
-
-  abstract ingestAttachments(threadId: string, files: AttachmentInput[]): Promise<IngestAttachmentsResult>
-}

core/src/browser/extensions/vector-db.ts

@@ -1,82 +0,0 @@
-import { BaseExtension, ExtensionTypeEnum } from '../extension'
-
-export type SearchMode = 'auto' | 'ann' | 'linear'
-
-export interface VectorDBStatus {
-  ann_available: boolean
-}
-
-export interface VectorChunkInput {
-  text: string
-  embedding: number[]
-}
-
-export interface VectorSearchResult {
-  id: string
-  text: string
-  score?: number
-  file_id: string
-  chunk_file_order: number
-}
-
-export interface AttachmentFileInfo {
-  id: string
-  name?: string
-  path?: string
-  type?: string
-  size?: number
-  chunk_count: number
-}
-
-// High-level input types for file ingestion
-export interface VectorDBFileInput {
-  path: string
-  name?: string
-  type?: string
-  size?: number
-}
-
-export interface VectorDBIngestOptions {
-  chunkSize: number
-  chunkOverlap: number
-}
-
-/**
- * Vector DB extension base: abstraction over local vector storage and search.
- */
-export abstract class VectorDBExtension extends BaseExtension {
-  type(): ExtensionTypeEnum | undefined {
-    return ExtensionTypeEnum.VectorDB
-  }
-
-  abstract getStatus(): Promise<VectorDBStatus>
-  abstract createCollection(threadId: string, dimension: number): Promise<void>
-  abstract insertChunks(
-    threadId: string,
-    fileId: string,
-    chunks: VectorChunkInput[]
-  ): Promise<void>
-  abstract ingestFile(
-    threadId: string,
-    file: VectorDBFileInput,
-    opts: VectorDBIngestOptions
-  ): Promise<AttachmentFileInfo>
-  abstract searchCollection(
-    threadId: string,
-    query_embedding: number[],
-    limit: number,
-    threshold: number,
-    mode?: SearchMode,
-    fileIds?: string[]
-  ): Promise<VectorSearchResult[]>
-  abstract deleteChunks(threadId: string, ids: string[]): Promise<void>
-  abstract deleteFile(threadId: string, fileId: string): Promise<void>
-  abstract deleteCollection(threadId: string): Promise<void>
-  abstract listAttachments(threadId: string, limit?: number): Promise<AttachmentFileInfo[]>
-  abstract getChunks(
-    threadId: string,
-    fileId: string,
-    startOrder: number,
-    endOrder: number
-  ): Promise<VectorSearchResult[]>
-}

core/src/types/setting/settingComponent.ts

@@ -12,8 +12,6 @@ export type SettingComponentProps = {
   extensionName?: string
   requireModelReload?: boolean
   configType?: ConfigType
-  titleKey?: string
-  descriptionKey?: string
 }
 
 export type ConfigType = 'runtime' | 'setting'

docs/README.md

@@ -18,7 +18,7 @@ We try to **keep routes consistent** to maintain SEO.
 
 ## How to Contribute
 
-Refer to the [Contributing Guide](https://github.com/janhq/jan/blob/main/CONTRIBUTING.md) for more comprehensive information on how to contribute to the Jan project.
+Refer to the [Contributing Guide](https://github.com/menloresearch/jan/blob/main/CONTRIBUTING.md) for more comprehensive information on how to contribute to the Jan project.
 
 ### Pre-requisites and Installation
 

docs/public/openapi/jan.json

@@ -1581,7 +1581,7 @@
           },
           "cover": {
             "type": "string",
-            "example": "https://raw.githubusercontent.com/janhq/jan/main/models/trinity-v1.2-7b/cover.png"
+            "example": "https://raw.githubusercontent.com/menloresearch/jan/main/models/trinity-v1.2-7b/cover.png"
           },
           "engine": {
             "type": "string",

docs/src/components/APIReference/index.tsx

@@ -27,7 +27,7 @@ export const APIReference = () => {
       <ApiReferenceReact
         configuration={{
           spec: {
-            url: 'https://raw.githubusercontent.com/janhq/docs/main/public/openapi/jan.json',
+            url: 'https://raw.githubusercontent.com/menloresearch/docs/main/public/openapi/jan.json',
           },
           theme: 'alternate',
           hideModels: true,

docs/src/components/Changelog/index.tsx

@@ -57,7 +57,7 @@ const Changelog = () => {
           <p className="text-base mt-2 leading-relaxed">
             Latest release updates from the Jan team. Check out our&nbsp;
             <a
-              href="https://github.com/orgs/janhq/projects/30"
+              href="https://github.com/orgs/menloresearch/projects/30"
               className="text-blue-600 dark:text-blue-400 cursor-pointer"
             >
               Roadmap
@@ -150,7 +150,7 @@ const Changelog = () => {
 
       <div className="text-center">
         <Link
-          href="https://github.com/janhq/jan/releases"
+          href="https://github.com/menloresearch/jan/releases"
           target="_blank"
           className="dark:nx-bg-neutral-900 dark:text-white bg-black text-white hover:text-white justify-center dark:border dark:border-neutral-800 flex-shrink-0 px-4 py-3 rounded-xl inline-flex items-center"
         >

docs/src/components/Download/CardDownload.tsx

@@ -72,7 +72,7 @@ export default function CardDownload({ lastRelease }: Props) {
 
           return {
             ...system,
-            href: `https://github.com/janhq/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
+            href: `https://github.com/menloresearch/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
             size: asset ? formatFileSize(asset.size) : undefined,
           }
         })

docs/src/components/DropdownDownload/index.tsx

@@ -139,7 +139,7 @@ const DropdownDownload = ({ lastRelease }: Props) => {
 
           return {
             ...system,
-            href: `https://github.com/janhq/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
+            href: `https://github.com/menloresearch/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
             size: asset ? formatFileSize(asset.size) : undefined,
           }
         })

docs/src/components/Home/BuiltWithLove/index.tsx

@@ -23,7 +23,7 @@ const BuiltWithLove = () => {
         </div>
         <div className="flex flex-col lg:flex-row gap-8 mt-8 items-center justify-center">
           <a
-            href="https://github.com/janhq/jan"
+            href="https://github.com/menloresearch/jan"
             target="_blank"
             className="dark:bg-white bg-black inline-flex w-56 px-4 py-3 rounded-xl cursor-pointer justify-center items-start space-x-4 "
           >

docs/src/components/Home/Hero/index.tsx

@@ -44,7 +44,7 @@ const Hero = () => {
       <div className="mt-10 text-center">
         <div>
           <Link
-            href="https://github.com/janhq/jan/releases"
+            href="https://github.com/menloresearch/jan/releases"
             target="_blank"
             className="hidden lg:inline-block"
           >

docs/src/components/Home/index.tsx

@@ -95,7 +95,7 @@ const Home = () => {
           <div className="container mx-auto relative z-10">
             <div className="flex justify-center items-center mt-14 lg:mt-20 px-4">
               <a
-                href={`https://github.com/janhq/jan/releases/tag/${lastVersion}`}
+                href={`https://github.com/menloresearch/jan/releases/tag/${lastVersion}`}
                 target="_blank"
                 rel="noopener noreferrer"
                 className="bg-black/40 px-3 lg:px-4 rounded-full h-10 inline-flex items-center max-w-full animate-fade-in delay-100"
@@ -270,7 +270,7 @@ const Home = () => {
                   data-delay="600"
                 >
                   <a
-                    href="https://github.com/janhq/jan"
+                    href="https://github.com/menloresearch/jan"
                     target="_blank"
                     rel="noopener noreferrer"
                   >
@@ -387,7 +387,7 @@ const Home = () => {
                       </div>
                       <a
                         className="hidden md:block"
-                        href="https://github.com/janhq/jan"
+                        href="https://github.com/menloresearch/jan"
                         target="_blank"
                         rel="noopener noreferrer"
                       >
@@ -413,7 +413,7 @@ const Home = () => {
                       </p>
                       <a
                         className="md:hidden mt-4 block w-full"
-                        href="https://github.com/janhq/jan"
+                        href="https://github.com/menloresearch/jan"
                         target="_blank"
                         rel="noopener noreferrer"
                       >

docs/src/components/Navbar.tsx

@@ -95,7 +95,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
             })}
             <li>
               <a
-                href="https://github.com/janhq/jan/releases/latest"
+                href="https://github.com/menloresearch/jan/releases/latest"
                 target="_blank"
                 rel="noopener noreferrer"
               >
@@ -141,7 +141,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
                   <FaLinkedinIn className="size-5" />
                 </a>
                 <a
-                  href="https://github.com/janhq/jan"
+                  href="https://github.com/menloresearch/jan"
                   target="_blank"
                   rel="noopener noreferrer"
                   className="rounded-lg flex items-center justify-center"
@@ -156,7 +156,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
         {/* Mobile Download Button and Hamburger */}
         <div className="lg:hidden flex items-center gap-3">
           <a
-            href="https://github.com/janhq/jan/releases/latest"
+            href="https://github.com/menloresearch/jan/releases/latest"
             target="_blank"
             rel="noopener noreferrer"
           >
@@ -278,7 +278,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
                   <FaLinkedinIn className="size-5" />
                 </a>
                 <a
-                  href="https://github.com/janhq/jan"
+                  href="https://github.com/menloresearch/jan"
                   target="_blank"
                   rel="noopener noreferrer"
                   className="text-black rounded-lg flex items-center justify-center"
@@ -296,7 +296,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
                   asChild
                 >
                   <a
-                    href="https://github.com/janhq/jan/releases/latest"
+                    href="https://github.com/menloresearch/jan/releases/latest"
                     target="_blank"
                     rel="noopener noreferrer"
                   >

docs/src/components/ui/dropdown-button.tsx

@@ -120,7 +120,7 @@ export function DropdownButton({
 
           return {
             ...option,
-            href: `https://github.com/janhq/jan/releases/download/${lastRelease.tag_name}/${fileName}`,
+            href: `https://github.com/menloresearch/jan/releases/download/${lastRelease.tag_name}/${fileName}`,
             size: asset ? formatFileSize(asset.size) : 'N/A',
           }
         })

docs/src/pages/api-reference/development.mdx

@@ -18,7 +18,7 @@ description: Development setup, workflow, and contribution guidelines for Jan Se
 
 1. **Clone Repository**
    ```bash
-   git clone https://github.com/janhq/jan-server
+   git clone https://github.com/menloresearch/jan-server
    cd jan-server
    ```
 

docs/src/pages/api-reference/installation.mdx

@@ -19,7 +19,7 @@ Jan Server currently supports minikube for local development. Production Kuberne
 
 1. **Clone the repository**
    ```bash
-   git clone https://github.com/janhq/jan-server
+   git clone https://github.com/menloresearch/jan-server
    cd jan-server
    ```
 

docs/src/pages/changelog/2024-02-10-jan-is-more-stable.mdx

@@ -24,4 +24,4 @@ Fixes 💫
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.5).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.5).

docs/src/pages/changelog/2024-03-06-ui-revamp-settings.mdx

@@ -24,4 +24,4 @@ Jan now supports Mistral's new model Codestral. Thanks [Bartowski](https://huggi
 
 More GGUF models can run in Jan - we rebased to llama.cpp b3012.Big thanks to [ggerganov](https://github.com/ggerganov) 
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.0).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.0).

docs/src/pages/changelog/2024-04-25-llama3-command-r-hugginface.mdx

@@ -28,4 +28,4 @@ Jan now understands LaTeX, allowing users to process and understand complex math
 
 ![Latex](https://catalog.jan.ai/docs/jan_update_latex.gif)
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.4.12).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.4.12).

docs/src/pages/changelog/2024-05-20-llamacpp-upgrade-new-remote-models.mdx

@@ -28,4 +28,4 @@ Users can now connect to OpenAI's new model GPT-4o.
 
 ![GPT4o](https://catalog.jan.ai/docs/jan_v0_4_13_openai_gpt4o.gif)
 
-For more details, see the [GitHub release notes.](https://github.com/janhq/jan/releases/tag/v0.4.13)
+For more details, see the [GitHub release notes.](https://github.com/menloresearch/jan/releases/tag/v0.4.13)

docs/src/pages/changelog/2024-05-28-cohere-aya-23-8b-35b-phi-3-medium.mdx

@@ -16,4 +16,4 @@ More GGUF models can run in Jan - we rebased to llama.cpp b2961.
 
 Huge shoutouts to [ggerganov](https://github.com/ggerganov) and contributors for llama.cpp, and [Bartowski](https://huggingface.co/bartowski) for GGUF models.
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.4.14).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.4.14).

docs/src/pages/changelog/2024-06-21-nvidia-nim-support.mdx

@@ -26,4 +26,4 @@ We've updated to llama.cpp b3088 for better performance - thanks to [GG](https:/
 - Reduced chat font weight (back to normal!)
 - Restored the maximize button
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.1).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.1).

docs/src/pages/changelog/2024-07-15-claude-3-5-support.mdx

@@ -32,4 +32,4 @@ We've restored the tooltip hover functionality, which makes it easier to access
 
 The right-click options for thread settings are now fully operational again. You can now manage your threads with this fix.
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.2).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.2).

docs/src/pages/changelog/2024-09-01-llama3-1-gemma2-support.mdx

@@ -23,4 +23,4 @@ We've been working on stability issues over the last few weeks. Jan is now more
 - Fixed the GPU memory utilization bar
 - Some UX and copy improvements
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.3).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.3).

docs/src/pages/changelog/2024-09-17-improved-cpu-performance.mdx

@@ -32,4 +32,4 @@ Switching between threads used to reset your instruction settings. That’s fixe
 ### Minor UI Tweaks & Bug Fixes
 We’ve also resolved issues with the input slider on the right panel and tackled several smaller bugs to keep everything running smoothly.
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.4).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.4).

docs/src/pages/changelog/2024-10-24-jan-stable.mdx

@@ -23,4 +23,4 @@ Fixes 💫
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.7).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.7).

docs/src/pages/changelog/2024-11-22-jan-bugs.mdx

@@ -22,4 +22,4 @@ Jan v0.5.9 is here: fixing what needed fixing
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.9).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.9).

docs/src/pages/changelog/2024-11.14-jan-supports-qwen-coder.mdx

@@ -22,4 +22,4 @@ and various UI/UX enhancements 💫
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.8).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.8).

docs/src/pages/changelog/2024-12-03-jan-is-faster.mdx

@@ -19,4 +19,4 @@ Jan v0.5.10 is live: Jan is faster, smoother, and more reliable.
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.10).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.10).

docs/src/pages/changelog/2024-12-05-jan-hot-fix-mac.mdx

@@ -23,4 +23,4 @@ Jan v0.5.11 is here - critical issues fixed, Mac installation updated.
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.11).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.11).

docs/src/pages/changelog/2024-12-30-jan-new-privacy.mdx

@@ -25,4 +25,4 @@ Jan v0.5.11 is here - critical issues fixed, Mac installation updated.
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.12).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.12).

docs/src/pages/changelog/2025-01-06-key-issues-resolved.mdx

@@ -20,4 +20,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your product or download the latest: https://jan.ai
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.13).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.13).

docs/src/pages/changelog/2025-01-23-deepseek-r1-jan.mdx

@@ -33,4 +33,4 @@ Llama
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.14).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.14).

docs/src/pages/changelog/2025-02-18-advanced-llama.cpp-settings.mdx

@@ -25,4 +25,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.15).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.15).

docs/src/pages/changelog/2025-03-14-jan-security-patch.mdx

@@ -26,4 +26,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.16).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.16).

docs/src/pages/changelog/2025-05-14-jan-qwen3-patch.mdx

@@ -20,4 +20,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.17).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.5.17).

docs/src/pages/changelog/2025-06-19-jan-ui-revamp.mdx

@@ -18,4 +18,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.1).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.1).

docs/src/pages/changelog/2025-06-26-jan-nano-mcp.mdx

@@ -18,4 +18,4 @@ import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.3).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.3).

docs/src/pages/changelog/2025-07-17-responsive-ui.mdx

@@ -23,4 +23,4 @@ new MCP examples.
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.5).
+For more details, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.5).

docs/src/pages/changelog/2025-07-31-llamacpp-tutorials.mdx

@@ -116,4 +116,4 @@ integrations. Stay tuned!
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.6).
+For the complete list of changes, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.6).

docs/src/pages/changelog/2025-08-07-gpt-oss.mdx

@@ -89,4 +89,4 @@ We're continuing to optimize performance for large models, expand MCP integratio
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.7).
+For the complete list of changes, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.7).

docs/src/pages/changelog/2025-08-14-general-improvs.mdx

@@ -74,4 +74,4 @@ v0.6.8 focuses on stability and real workflows: major llama.cpp hardening, two n
 
 Update your Jan or [download the latest](https://jan.ai/).
 
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.8).
+For the complete list of changes, see the [GitHub release notes](https://github.com/menloresearch/jan/releases/tag/v0.6.8).

docs/src/pages/changelog/2025-10-02-jan-projects.mdx

@@ -1,28 +0,0 @@
----
-title: "Jan v0.7.0: Jan Projects"
-version: 0.7.0
-description: "Jan v0.7.0 introduces Projects, model renaming, llama.cpp auto-tuning, model stats, and Azure support."
-date: 2025-10-02
-ogImage: "/assets/images/changelog/jan-release-v0.7.0.jpeg"
----
-
-import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
-import { Callout } from 'nextra/components'
-
-<ChangelogHeader title="Jan v0.7.0" date="2025-10-01" ogImage="/assets/images/changelog/jan-release-v0.7.0.jpeg" />
-
-## Jan v0.7.0: Jan Projects
-
-Jan v0.7.0 is live! This release focuses on helping you organize your workspace and better understand how models run.  
-
-### What’s new
-- **Projects**: Group related chats under one project for a cleaner workflow.  
-- **Rename models**: Give your models custom names for easier identification.  
-- **Model context stats**: See context usage when a model runs.  
-- **Auto-loaded cloud models**: Cloud model names now appear automatically.  
-
----
-
-Update your Jan or [download the latest version](https://jan.ai/).  
-
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.7.0).

docs/src/pages/changelog/2025-10-03-jan-stability-improvements.mdx

@@ -1,26 +0,0 @@
----
-title: "Jan v0.7.1: Fixes Windows Version Revert & OpenRouter Models"
-version: 0.7.1
-description: "Jan v0.7.1 focuses on bug fixes, including a windows version revert and improvements to OpenRouter models."
-date: 2025-10-03
----
-
-import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
-import { Callout } from 'nextra/components'
-
-<ChangelogHeader title="Jan v0.7.1" date="2025-10-03" />
-
-### Bug Fixes: Windows Version Revert & OpenRouter Models
-
-#### Two quick fixes:
-- Jan no longer reverts to an older version on load
-- OpenRouter can now add models again
-- Add headers for anthropic request to fetch models
-
----
-
-Update your Jan or [download the latest version](https://jan.ai/). 
-
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.7.1).
-
-

docs/src/pages/changelog/2025-10-16-jan-security-update.mdx

@@ -1,25 +0,0 @@
----
-title: "Jan v0.7.2: Security Update"
-version: 0.7.2
-description: "Jan v0.7.2 updates the happy-dom dependency to v20.0.0 to address a recently disclosed sandbox vulnerability."
-date: 2025-10-16
----
-
-import ChangelogHeader from "@/components/Changelog/ChangelogHeader"
-import { Callout } from 'nextra/components'
-
-<ChangelogHeader title="Jan v0.7.2" date="2025-10-16" />
-
-## Jan v0.7.2: Security Update (happy-dom v20)
-
-This release focuses on **security and stability improvements**.  
-It updates the `happy-dom` dependency to the latest version to address a recently disclosed vulnerability.
-
-### Security Fix
-- Updated `happy-dom` to **^20.0.0**, preventing untrusted JavaScript executed within HAPPY DOM from accessing process-level functions and executing arbitrary code outside the intended sandbox.
-
----
-
-Update your Jan or [download the latest version](https://jan.ai/).
-
-For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.7.2).

docs/src/pages/docs/desktop/index.mdx

@@ -41,7 +41,7 @@ Jan is an open-source replacement for ChatGPT:
 
 Jan is a full [product suite](https://en.wikipedia.org/wiki/Software_suite) that offers an alternative to Big AI:
 - [Jan Desktop](/docs/desktop/quickstart): macOS, Windows, and Linux apps with offline mode
-- [Jan Web](https://chat.menlo.ai): Jan on browser, a direct alternative to chatgpt.com
+- [Jan Web](https://chat.jan.ai): Jan on browser, a direct alternative to chatgpt.com
 - Jan Mobile: iOS and Android apps (Coming Soon)
 - [Jan Server](/docs/server): deploy locally, in your cloud, or on-prem
 - [Jan Models](/docs/models): Open-source models optimized for deep research, tool use, and reasoning 

docs/src/pages/docs/desktop/jan-models/jan-nano-128.mdx

@@ -135,5 +135,5 @@ Min-p: 0.0
 
 ## 🤝 Community & Support
 - **Discussions**: [HuggingFace Community](https://huggingface.co/Menlo/Jan-nano-128k/discussions)
-- **Issues**: [GitHub Repository](https://github.com/janhq/deep-research/issues)
+- **Issues**: [GitHub Repository](https://github.com/menloresearch/deep-research/issues)
 - **Discord**: Join our research community for tips and best practices

docs/src/pages/docs/server/architecture.mdx

@@ -9,7 +9,7 @@ Jan Server is a comprehensive self-hosted AI server platform that provides OpenA
 
 Jan Server is a Kubernetes-native platform consisting of multiple microservices that work together to provide a complete AI infrastructure solution. It offers:
 
-![System Architecture Diagram](https://raw.githubusercontent.com/janhq/jan-server/main/docs/Architect.png)
+![System Architecture Diagram](https://raw.githubusercontent.com/menloresearch/jan-server/main/docs/Architect.png)
 
 ### Key Features
 - **OpenAI-Compatible API**: Full compatibility with OpenAI's chat completion API

docs/src/pages/docs/server/development.mdx

@@ -3,7 +3,7 @@ title: Development
 description: Development setup, workflow, and contribution guidelines for Jan Server.
 ---
 ## Core Domain Models
-![Domain Models Diagram](https://github.com/janhq/jan-server/raw/main/apps/jan-api-gateway/docs/System_Design.png)
+![Domain Models Diagram](https://github.com/menloresearch/jan-server/raw/main/apps/jan-api-gateway/docs/System_Design.png)
 ## Development Setup
 
 ### Prerequisites
@@ -42,7 +42,7 @@ description: Development setup, workflow, and contribution guidelines for Jan Se
 
 1. **Clone Repository**
    ```bash
-   git clone https://github.com/janhq/jan-server
+   git clone https://github.com/menloresearch/jan-server
    cd jan-server
    ```
 

docs/src/pages/docs/server/overview.mdx

@@ -40,7 +40,7 @@ Jan Server is a Kubernetes-native platform consisting of multiple microservices
 - **Monitoring & Profiling**: Built-in performance monitoring and health checks
 
 ## System Architecture
-![System Architecture Diagram](https://raw.githubusercontent.com/janhq/jan-server/main/docs/Architect.png)
+![System Architecture Diagram](https://raw.githubusercontent.com/menloresearch/jan-server/main/docs/Architect.png)
 ## Services
 
 ### Jan API Gateway

docs/src/pages/download.mdx

@@ -19,7 +19,7 @@ keywords:
 import Download from "@/components/Download"
 
 export const getStaticProps = async() => {
-  const resRelease = await fetch('https://api.github.com/repos/janhq/jan/releases/latest')  
+  const resRelease = await fetch('https://api.github.com/repos/menloresearch/jan/releases/latest')  
   const release = await resRelease.json()
 
   return {

docs/src/pages/index.mdx

@@ -19,9 +19,9 @@ keywords:
 import Home from "@/components/Home"
 
 export const getStaticProps = async() => {
-  const resReleaseLatest = await fetch('https://api.github.com/repos/janhq/jan/releases/latest')  
-  const resRelease = await fetch('https://api.github.com/repos/janhq/jan/releases?per_page=500')  
-  const resRepo = await fetch('https://api.github.com/repos/janhq/jan')
+  const resReleaseLatest = await fetch('https://api.github.com/repos/menloresearch/jan/releases/latest')  
+  const resRelease = await fetch('https://api.github.com/repos/menloresearch/jan/releases?per_page=500')  
+  const resRepo = await fetch('https://api.github.com/repos/menloresearch/jan')
   const repo = await resRepo.json()
   const latestRelease = await resReleaseLatest.json()
   const release = await resRelease.json()

docs/src/pages/post/benchmarking-nvidia-tensorrt-llm.mdx

@@ -14,12 +14,12 @@ import CTABlog from '@/components/Blog/CTA'
 
 Jan now supports [NVIDIA TensorRT-LLM](https://github.com/NVIDIA/TensorRT-LLM) in addition to [llama.cpp](https://github.com/ggerganov/llama.cpp), making Jan multi-engine and ultra-fast for users with Nvidia GPUs.
 
-We've been excited for TensorRT-LLM for a while, and [had a lot of fun implementing it](https://github.com/janhq/nitro-tensorrt-llm). As part of the process, we've run some benchmarks, to see how TensorRT-LLM fares on consumer hardware (e.g. [4090s](https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/), [3090s](https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/)) we commonly see in the [Jan's hardware community](https://discord.com/channels/1107178041848909847/1201834752206974996).
+We've been excited for TensorRT-LLM for a while, and [had a lot of fun implementing it](https://github.com/menloresearch/nitro-tensorrt-llm). As part of the process, we've run some benchmarks, to see how TensorRT-LLM fares on consumer hardware (e.g. [4090s](https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/), [3090s](https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/)) we commonly see in the [Jan's hardware community](https://discord.com/channels/1107178041848909847/1201834752206974996).
 
 <Callout type="info" >
   **Give it a try!** Jan's TensorRT-LLM extension is available in Jan v0.4.9. We precompiled some TensorRT-LLM models for you to try: `Mistral 7b`, `TinyLlama-1.1b`, `TinyJensen-1.1b` 😂
 
-  Bugs or feedback? Let us know on [GitHub](https://github.com/janhq/jan) or via [Discord](https://discord.com/channels/1107178041848909847/1201832734704795688).
+  Bugs or feedback? Let us know on [GitHub](https://github.com/menloresearch/jan) or via [Discord](https://discord.com/channels/1107178041848909847/1201832734704795688).
 </Callout>
 
 <Callout type="info" >

docs/src/pages/post/deepresearch.mdx

@@ -70,34 +70,34 @@ brief survey of how other players approach deep research:
 | Kimi | Interactive synthesis | 50–100 | 30–60+ | PDF, Interactive website | Free |
 
 In our testing, we used the following prompt to assess the quality of the generated report by
-the providers above. You can refer to the reports generated [here](https://github.com/janhq/prompt-experiments).
+the providers above. You can refer to the reports generated [here](https://github.com/menloresearch/prompt-experiments).
 
 ```
 Generate a comprehensive report about the state of AI in the past week. Include all
 new model releases and notable architectural improvements from a variety of sources.
 ```
 
-[Google's generated report](https://github.com/janhq/prompt-experiments/blob/main/Gemini%202.5%20Flash%20Report.pdf) was the most verbose, with a whopping 23 pages that reads
+[Google's generated report](https://github.com/menloresearch/prompt-experiments/blob/main/Gemini%202.5%20Flash%20Report.pdf) was the most verbose, with a whopping 23 pages that reads
 like a professional intelligence briefing. It opens with an executive summary,
 systematically categorizes developments, and provides forward-looking strategic
 insights—connecting OpenAI's open-weight release to broader democratization trends
 and linking infrastructure investments to competitive positioning.
 
-[OpenAI](https://github.com/janhq/prompt-experiments/blob/main/OpenAI%20Deep%20Research.pdf) produced the most citation-heavy output with 134 references throughout 10 pages
+[OpenAI](https://github.com/menloresearch/prompt-experiments/blob/main/OpenAI%20Deep%20Research.pdf) produced the most citation-heavy output with 134 references throughout 10 pages
 (albeit most of them being from the same source).
 
-[Perplexity](https://github.com/janhq/prompt-experiments/blob/main/Perplexity%20Deep%20Research.pdf) delivered the most actionable 6-page report that maximizes information
+[Perplexity](https://github.com/menloresearch/prompt-experiments/blob/main/Perplexity%20Deep%20Research.pdf) delivered the most actionable 6-page report that maximizes information
 density while maintaining scannability. Despite being the shortest, it captures all
 major developments with sufficient context for decision-making.
 
-[Claude](https://github.com/janhq/prompt-experiments/blob/main/Claude%20Deep%20Research.pdf) produced a comprehensive analysis that interestingly ignored the time constraint,
+[Claude](https://github.com/menloresearch/prompt-experiments/blob/main/Claude%20Deep%20Research.pdf) produced a comprehensive analysis that interestingly ignored the time constraint,
 covering an 8-month period from January-August 2025 instead of the requested week (Jul 31-Aug
 7th 2025). Rather than cataloging recent events, Claude traced the evolution of trends over months.
 
-[Grok](https://github.com/janhq/prompt-experiments/blob/main/Grok%203%20Deep%20Research.pdf) produced a well-structured but relatively shallow 5-page academic-style report that
+[Grok](https://github.com/menloresearch/prompt-experiments/blob/main/Grok%203%20Deep%20Research.pdf) produced a well-structured but relatively shallow 5-page academic-style report that
 read more like an event catalog than strategic analysis.
 
-[Kimi](https://github.com/janhq/prompt-experiments/blob/main/Kimi%20AI%20Deep%20Research.pdf) produced a comprehensive 13-page report with systematic organization covering industry developments, research breakthroughs, and policy changes, but notably lacks proper citations throughout most of the content despite claiming to use 50-100 sources.
+[Kimi](https://github.com/menloresearch/prompt-experiments/blob/main/Kimi%20AI%20Deep%20Research.pdf) produced a comprehensive 13-page report with systematic organization covering industry developments, research breakthroughs, and policy changes, but notably lacks proper citations throughout most of the content despite claiming to use 50-100 sources.
 
 ### Understanding Search Strategies
 

docs/src/pages/post/rag-is-not-enough.mdx

@@ -13,7 +13,7 @@ import CTABlog from '@/components/Blog/CTA'
 
 ## Abstract
 
-We present a straightforward approach to customizing small, open-source models using fine-tuning and RAG that outperforms GPT-3.5 for specialized use cases. With it, we achieved superior Q&A results of [technical documentation](https://nitro.jan.ai/docs) for a small codebase [codebase](https://github.com/janhq/nitro).
+We present a straightforward approach to customizing small, open-source models using fine-tuning and RAG that outperforms GPT-3.5 for specialized use cases. With it, we achieved superior Q&A results of [technical documentation](https://nitro.jan.ai/docs) for a small codebase [codebase](https://github.com/menloresearch/nitro).
 
 In short, (1) extending a general foundation model like [Mistral](https://huggingface.co/mistralai/Mistral-7B-v0.1) with strong math and coding, and (2) training it over a high-quality, synthetic dataset generated from the intended corpus, and (3) adding RAG capabilities, can lead to significant accuracy improvements.
 
@@ -93,11 +93,11 @@ This final model can be found [here on Huggingface](https://huggingface.co/jan-h
 
 As an additional step, we also added [Retrieval Augmented Generation (RAG)](https://blogs.nvidia.com/blog/what-is-retrieval-augmented-generation/) as an experiment parameter.
 
-A simple RAG setup was done using **[Llamaindex](https://www.llamaindex.ai/)** and the **[bge-en-base-v1.5 embedding](https://huggingface.co/BAAI/bge-base-en-v1.5)** model for efficient documentation retrieval and question-answering. You can find the RAG implementation [here](https://github.com/janhq/open-foundry/blob/main/rag-is-not-enough/rag/nitro_rag.ipynb).
+A simple RAG setup was done using **[Llamaindex](https://www.llamaindex.ai/)** and the **[bge-en-base-v1.5 embedding](https://huggingface.co/BAAI/bge-base-en-v1.5)** model for efficient documentation retrieval and question-answering. You can find the RAG implementation [here](https://github.com/menloresearch/open-foundry/blob/main/rag-is-not-enough/rag/nitro_rag.ipynb).
 
 ## Benchmarking the Results
 
-We curated a new set of [50 multiple-choice questions](https://github.com/janhq/open-foundry/blob/main/rag-is-not-enough/rag/mcq_nitro.csv) (MCQ) based on the Nitro docs. The questions had varying levels of difficulty and had trick components that challenged the model's ability to discern misleading information.
+We curated a new set of [50 multiple-choice questions](https://github.com/menloresearch/open-foundry/blob/main/rag-is-not-enough/rag/mcq_nitro.csv) (MCQ) based on the Nitro docs. The questions had varying levels of difficulty and had trick components that challenged the model's ability to discern misleading information.
 
 ![image](https://hackmd.io/_uploads/By9vaE1Ta.png)
 
@@ -121,7 +121,7 @@ We conclude that this combination of model merging + finetuning + RAG yields pro
 
 Anecdotally, we’ve had some success using this model in practice to onboard new team members to the Nitro codebase.
 
-A full research report with more statistics can be found [here](https://github.com/janhq/open-foundry/blob/main/rag-is-not-enough/README.md).
+A full research report with more statistics can be found [here](https://github.com/menloresearch/open-foundry/blob/main/rag-is-not-enough/README.md).
 
 # References
 

docs/src/pages/post/run-gpt-oss-locally.mdx

@@ -203,7 +203,7 @@ When to choose ChatGPT Plus instead:
 
 Ready to try gpt-oss?
 - Download Jan: [https://jan.ai/](https://jan.ai/)
-- View source code: [https://github.com/janhq/jan](https://github.com/janhq/jan)
+- View source code: [https://github.com/menloresearch/jan](https://github.com/menloresearch/jan)
 - Need help? Check our [local AI guide](/post/run-ai-models-locally) for beginners
 
 <CTABlog />

docs/src/pages/support.mdx

@@ -4,7 +4,7 @@ title: Support - Jan
 
 # Support
 
-- Bugs & requests: file a GitHub ticket [here](https://github.com/janhq/jan/issues)
+- Bugs & requests: file a GitHub ticket [here](https://github.com/menloresearch/jan/issues)
 - For discussion: join our Discord [here](https://discord.gg/FTk2MvZwJH)
 - For business inquiries: email hello@jan.ai
 - For jobs: please email hr@jan.ai

docs/theme.config.tsx

@@ -31,7 +31,7 @@ const config: DocsThemeConfig = {
       </div>
     </span>
   ),
-  docsRepositoryBase: 'https://github.com/janhq/jan/tree/dev/docs',
+  docsRepositoryBase: 'https://github.com/menloresearch/jan/tree/dev/docs',
   feedback: {
     content: 'Question? Give us feedback →',
     labels: 'feedback',

extensions-web/src/conversational-web/api.ts

@@ -16,7 +16,7 @@ import {
   ListConversationItemsResponse
 } from './types'
 
-declare const MENLO_PLATFORM_BASE_URL: string
+declare const JAN_API_BASE: string
 
 export class RemoteApi {
   private authService: JanAuthService
@@ -28,7 +28,7 @@ export class RemoteApi {
   async createConversation(
     data: Conversation
   ): Promise<ConversationResponse> {
-    const url = `${MENLO_PLATFORM_BASE_URL}${CONVERSATION_API_ROUTES.CONVERSATIONS}`
+    const url = `${JAN_API_BASE}${CONVERSATION_API_ROUTES.CONVERSATIONS}`
 
     return this.authService.makeAuthenticatedRequest<ConversationResponse>(
       url,
@@ -43,12 +43,12 @@ export class RemoteApi {
     conversationId: string,
     data: Conversation
   ): Promise<ConversationResponse> {
-    const url = `${MENLO_PLATFORM_BASE_URL}${CONVERSATION_API_ROUTES.CONVERSATION_BY_ID(conversationId)}`
+    const url = `${JAN_API_BASE}${CONVERSATION_API_ROUTES.CONVERSATION_BY_ID(conversationId)}`
 
     return this.authService.makeAuthenticatedRequest<ConversationResponse>(
       url,
       {
-        method: 'POST',
+        method: 'PATCH',
         body: JSON.stringify(data),
       }
     )
@@ -70,7 +70,7 @@ export class RemoteApi {
     }
 
     const queryString = queryParams.toString()
-    const url = `${MENLO_PLATFORM_BASE_URL}${CONVERSATION_API_ROUTES.CONVERSATIONS}${queryString ? `?${queryString}` : ''}`
+    const url = `${JAN_API_BASE}${CONVERSATION_API_ROUTES.CONVERSATIONS}${queryString ? `?${queryString}` : ''}`
 
     return this.authService.makeAuthenticatedRequest<ListConversationsResponse>(
       url,
@@ -114,7 +114,7 @@ export class RemoteApi {
   }
 
   async deleteConversation(conversationId: string): Promise<void> {
-    const url = `${MENLO_PLATFORM_BASE_URL}${CONVERSATION_API_ROUTES.CONVERSATION_BY_ID(conversationId)}`
+    const url = `${JAN_API_BASE}${CONVERSATION_API_ROUTES.CONVERSATION_BY_ID(conversationId)}`
 
     await this.authService.makeAuthenticatedRequest(
       url,
@@ -141,7 +141,7 @@ export class RemoteApi {
     }
 
     const queryString = queryParams.toString()
-    const url = `${MENLO_PLATFORM_BASE_URL}${CONVERSATION_API_ROUTES.CONVERSATION_ITEMS(conversationId)}${queryString ? `?${queryString}` : ''}`
+    const url = `${JAN_API_BASE}${CONVERSATION_API_ROUTES.CONVERSATION_ITEMS(conversationId)}${queryString ? `?${queryString}` : ''}`
 
     return this.authService.makeAuthenticatedRequest<ListConversationItemsResponse>(
       url,

extensions-web/src/conversational-web/types.ts

@@ -31,7 +31,7 @@ export interface ConversationResponse {
   id: string
   object: 'conversation'
   title?: string
-  created_at: number | string
+  created_at: number
   metadata: ConversationMetadata
 }
 
@@ -50,7 +50,6 @@ export interface ConversationItemAnnotation {
 }
 
 export interface ConversationItemContent {
-  type?: string
   file?: {
     file_id?: string
     mime_type?: string
@@ -63,50 +62,23 @@ export interface ConversationItemContent {
     file_id?: string
     url?: string
   }
-  image_file?: {
-    file_id?: string
-    mime_type?: string
-  }
   input_text?: string
   output_text?: {
     annotations?: ConversationItemAnnotation[]
     text?: string
   }
+  reasoning_content?: string
   text?: {
     value?: string
-    text?: string
   }
-  reasoning_content?: string
-  tool_calls?: Array<{
-    id?: string
-    type?: string
-    function?: {
-      name?: string
-      arguments?: string
-    }
-  }>
-  tool_call_id?: string
-  tool_result?: {
-    content?: Array<{
-      type?: string
-      text?: string
-      output_text?: {
-        text?: string
-      }
-    }>
-    output_text?: {
-      text?: string
-    }
-  }
-  text_result?: string
+  type?: string
 }
 
 export interface ConversationItem {
   content?: ConversationItemContent[]
-  created_at: number | string
+  created_at: number
   id: string
   object: string
-  metadata?: Record<string, unknown>
   role: string
   status?: string
   type?: string

extensions-web/src/conversational-web/utils.ts

@@ -1,5 +1,5 @@
 import { Thread, ThreadAssistantInfo, ThreadMessage, ContentType } from '@janhq/core'
-import { Conversation, ConversationResponse, ConversationItem, ConversationItemContent, ConversationMetadata } from './types'
+import { Conversation, ConversationResponse, ConversationItem } from './types'
 import { DEFAULT_ASSISTANT } from './const'
 
 export class ObjectParser {
@@ -7,7 +7,7 @@ export class ObjectParser {
     const modelName = thread.assistants?.[0]?.model?.id || undefined
     const modelProvider = thread.assistants?.[0]?.model?.engine || undefined
     const isFavorite = thread.metadata?.is_favorite?.toString() || 'false'
-    let metadata: ConversationMetadata = {}
+    let metadata = {}
     if (modelName && modelProvider) {
       metadata = {
         model_id: modelName,
@@ -23,14 +23,15 @@ export class ObjectParser {
 
   static conversationToThread(conversation: ConversationResponse): Thread {
     const assistants: ThreadAssistantInfo[] = []
-    const metadata: ConversationMetadata = conversation.metadata || {}
-
-    if (metadata.model_id && metadata.model_provider) {
+    if (
+      conversation.metadata?.model_id &&
+      conversation.metadata?.model_provider
+    ) {
       assistants.push({
         ...DEFAULT_ASSISTANT,
         model: {
-          id: metadata.model_id,
-          engine: metadata.model_provider,
+          id: conversation.metadata.model_id,
+          engine: conversation.metadata.model_provider,
         },
       })
     } else {
@@ -43,18 +44,16 @@ export class ObjectParser {
       })
     }
 
-    const isFavorite = metadata.is_favorite === 'true'
-    const createdAtMs = parseTimestamp(conversation.created_at)
-
+    const isFavorite = conversation.metadata?.is_favorite === 'true'
     return {
       id: conversation.id,
       title: conversation.title || '',
       assistants,
-      created: createdAtMs,
-      updated: createdAtMs,
+      created: conversation.created_at,
+      updated: conversation.created_at,
       model: {
-        id: metadata.model_id,
-        provider: metadata.model_provider,
+        id: conversation.metadata.model_id,
+        provider: conversation.metadata.model_provider,
       },
       isFavorite,
       metadata: { is_favorite: isFavorite },
@@ -66,70 +65,74 @@ export class ObjectParser {
     threadId: string
   ): ThreadMessage {
     // Extract text content and metadata from the item
-    const textSegments: string[] = []
-    const reasoningSegments: string[] = []
+    let textContent = ''
+    let reasoningContent = ''
     const imageUrls: string[] = []
     let toolCalls: any[] = []
+    let finishReason = ''
 
     if (item.content && item.content.length > 0) {
       for (const content of item.content) {
-        extractContentByType(content, {
-          onText: (value) => {
-            if (value) {
-              textSegments.push(value)
-            }
-          },
-          onReasoning: (value) => {
-            if (value) {
-              reasoningSegments.push(value)
-            }
-          },
-          onImage: (url) => {
-            if (url) {
-              imageUrls.push(url)
-            }
-          },
-          onToolCalls: (calls) => {
-            toolCalls = calls.map((toolCall) => {
-              const callId = toolCall.id || 'unknown'
-              const rawArgs = toolCall.function?.arguments
-              const normalizedArgs =
-                typeof rawArgs === 'string'
-                  ? rawArgs
-                  : JSON.stringify(rawArgs ?? {})
-              return {
-                id: callId,
-                tool_call_id: callId,
-                tool: {
-                  id: callId,
-                  function: {
-                    name: toolCall.function?.name || 'unknown',
-                    arguments: normalizedArgs,
-                  },
-                  type: toolCall.type || 'function',
-                },
-                response: {
-                  error: '',
-                  content: [],
-                },
-                state: 'pending',
-              }
-            })
-          },
-        })
+        // Handle text content
+        if (content.text?.value) {
+          textContent = content.text.value
+        }
+        // Handle output_text for assistant messages
+        if (content.output_text?.text) {
+          textContent = content.output_text.text
+        }
+        // Handle reasoning content
+        if (content.reasoning_content) {
+          reasoningContent = content.reasoning_content
+        }
+        // Handle image content
+        if (content.image?.url) {
+          imageUrls.push(content.image.url)
+        }
+        // Extract finish_reason
+        if (content.finish_reason) {
+          finishReason = content.finish_reason
+        }
+      }
+    }
+
+    // Handle tool calls parsing for assistant messages
+    if (item.role === 'assistant' && finishReason === 'tool_calls') {
+      try {
+        // Tool calls are embedded as JSON string in textContent
+        const toolCallMatch = textContent.match(/\[.*\]/)
+        if (toolCallMatch) {
+          const toolCallsData = JSON.parse(toolCallMatch[0])
+          toolCalls = toolCallsData.map((toolCall: any) => ({
+            tool: {
+              id: toolCall.id || 'unknown',
+              function: {
+                name: toolCall.function?.name || 'unknown',
+                arguments: toolCall.function?.arguments || '{}'
+              },
+              type: toolCall.type || 'function'
+            },
+            response: {
+              error: '',
+              content: []
+            },
+            state: 'ready'
+          }))
+          // Remove tool calls JSON from text content, keep only reasoning
+          textContent = ''
+        }
+      } catch (error) {
+        console.error('Failed to parse tool calls:', error)
       }
     }
 
     // Format final content with reasoning if present
     let finalTextValue = ''
-    if (reasoningSegments.length > 0) {
-      finalTextValue += `<think>${reasoningSegments.join('\n')}</think>`
+    if (reasoningContent) {
+      finalTextValue = `<think>${reasoningContent}</think>`
     }
-    if (textSegments.length > 0) {
-      if (finalTextValue) {
-        finalTextValue += '\n'
-      }
-      finalTextValue += textSegments.join('\n')
+    if (textContent) {
+      finalTextValue += textContent
     }
 
     // Build content array for ThreadMessage
@@ -154,26 +157,22 @@ export class ObjectParser {
     }
 
     // Build metadata
-    const metadata: any = { ...(item.metadata || {}) }
+    const metadata: any = {}
     if (toolCalls.length > 0) {
       metadata.tool_calls = toolCalls
     }
 
-    const createdAtMs = parseTimestamp(item.created_at)
-
     // Map status from server format to frontend format
     const mappedStatus = item.status === 'completed' ? 'ready' : item.status || 'ready'
 
-    const role = item.role === 'user' || item.role === 'assistant' ? item.role : 'assistant'
-
     return {
       type: 'text',
       id: item.id,
       object: 'thread.message',
       thread_id: threadId,
-      role,
+      role: item.role as 'user' | 'assistant',
       content: messageContent,
-      created_at: createdAtMs,
+      created_at: item.created_at * 1000, // Convert to milliseconds
       completed_at: 0,
       status: mappedStatus,
       metadata,
@@ -202,46 +201,25 @@ export const combineConversationItemsToMessages = (
 ): ThreadMessage[] => {
   const messages: ThreadMessage[] = []
   const toolResponseMap = new Map<string, any>()
-  const sortedItems = [...items].sort(
-    (a, b) => parseTimestamp(a.created_at) - parseTimestamp(b.created_at)
-  )
 
   // First pass: collect tool responses
-  for (const item of sortedItems) {
+  for (const item of items) {
     if (item.role === 'tool') {
-      for (const content of item.content ?? []) {
-        const toolCallId = content.tool_call_id || item.id
-        const toolResultText =
-          content.tool_result?.output_text?.text ||
-          (Array.isArray(content.tool_result?.content)
-            ? content.tool_result?.content
-                ?.map((entry) => entry.text || entry.output_text?.text)
-                .filter((text): text is string => Boolean(text))
-                .join('\n')
-            : undefined)
-        const toolContent =
-          content.text?.text ||
-          content.text?.value ||
-          content.output_text?.text ||
-          content.input_text ||
-          content.text_result ||
-          toolResultText ||
-          ''
-        toolResponseMap.set(toolCallId, {
-          error: '',
-          content: [
-            {
-              type: 'text',
-              text: toolContent,
-            },
-          ],
-        })
-      }
+      const toolContent = item.content?.[0]?.text?.value || ''
+      toolResponseMap.set(item.id, {
+        error: '',
+        content: [
+          {
+            type: 'text',
+            text: toolContent
+          }
+        ]
+      })
     }
   }
 
   // Second pass: build messages and merge tool responses
-  for (const item of sortedItems) {
+  for (const item of items) {
     // Skip tool messages as they will be merged into assistant messages
     if (item.role === 'tool') {
       continue
@@ -250,35 +228,14 @@ export const combineConversationItemsToMessages = (
     const message = ObjectParser.conversationItemToThreadMessage(item, threadId)
 
     // If this is an assistant message with tool calls, merge tool responses
-    if (
-      message.role === 'assistant' &&
-      message.metadata?.tool_calls &&
-      Array.isArray(message.metadata.tool_calls)
-    ) {
+    if (message.role === 'assistant' && message.metadata?.tool_calls && Array.isArray(message.metadata.tool_calls)) {
       const toolCalls = message.metadata.tool_calls as any[]
+      let toolResponseIndex = 0
 
-      for (const toolCall of toolCalls) {
-        const callId = toolCall.tool_call_id || toolCall.id || toolCall.tool?.id
-        let responseKey: string | undefined
-        let response: any = null
-
-        if (callId && toolResponseMap.has(callId)) {
-          responseKey = callId
-          response = toolResponseMap.get(callId)
-        } else {
-          const iterator = toolResponseMap.entries().next()
-          if (!iterator.done) {
-            responseKey = iterator.value[0]
-            response = iterator.value[1]
-          }
-        }
-
-        if (response) {
-          toolCall.response = response
-          toolCall.state = 'succeeded'
-          if (responseKey) {
-            toolResponseMap.delete(responseKey)
-          }
+      for (const [responseId, responseData] of toolResponseMap.entries()) {
+        if (toolResponseIndex < toolCalls.length) {
+          toolCalls[toolResponseIndex].response = responseData
+          toolResponseIndex++
         }
       }
     }
@@ -288,79 +245,3 @@ export const combineConversationItemsToMessages = (
 
   return messages
 }
-
-const parseTimestamp = (value: number | string | undefined): number => {
-  if (typeof value === 'number') {
-    // Distinguish between seconds and milliseconds
-    return value > 1e12 ? value : value * 1000
-  }
-  if (typeof value === 'string') {
-    const parsed = Date.parse(value)
-    return Number.isNaN(parsed) ? Date.now() : parsed
-  }
-  return Date.now()
-}
-
-const extractContentByType = (
-  content: ConversationItemContent,
-  handlers: {
-    onText: (value: string) => void
-    onReasoning: (value: string) => void
-    onImage: (url: string) => void
-    onToolCalls: (calls: NonNullable<ConversationItemContent['tool_calls']>) => void
-  }
-) => {
-  const type = content.type || ''
-
-  switch (type) {
-    case 'input_text':
-      handlers.onText(content.input_text || '')
-      break
-    case 'text':
-      handlers.onText(content.text?.text || content.text?.value || '')
-      break
-    case 'output_text':
-      handlers.onText(content.output_text?.text || '')
-      break
-    case 'reasoning_content':
-      handlers.onReasoning(content.reasoning_content || '')
-      break
-    case 'image':
-    case 'image_url':
-      if (content.image?.url) {
-        handlers.onImage(content.image.url)
-      }
-      break
-    case 'tool_calls':
-      if (content.tool_calls && Array.isArray(content.tool_calls)) {
-        handlers.onToolCalls(content.tool_calls)
-      }
-      break
-    case 'tool_result':
-      if (content.tool_result?.output_text?.text) {
-        handlers.onText(content.tool_result.output_text.text)
-      }
-      break
-    default:
-      // Fallback for legacy fields without explicit type
-      if (content.text?.value || content.text?.text) {
-        handlers.onText(content.text.value || content.text.text || '')
-      }
-      if (content.text_result) {
-        handlers.onText(content.text_result)
-      }
-      if (content.output_text?.text) {
-        handlers.onText(content.output_text.text)
-      }
-      if (content.reasoning_content) {
-        handlers.onReasoning(content.reasoning_content)
-      }
-      if (content.image?.url) {
-        handlers.onImage(content.image.url)
-      }
-      if (content.tool_calls && Array.isArray(content.tool_calls)) {
-        handlers.onToolCalls(content.tool_calls)
-      }
-      break
-  }
-}

extensions-web/src/jan-provider-web/api.ts

@@ -4,11 +4,10 @@
  */
 
 import { getSharedAuthService, JanAuthService } from '../shared'
-import { ApiError } from '../shared/types/errors'
-import { JAN_API_ROUTES } from './const'
 import { JanModel, janProviderStore } from './store'
+import { ApiError } from '../shared/types/errors'
 
-// MENLO_PLATFORM_BASE_URL is defined in vite.config.ts
+// JAN_API_BASE is defined in vite.config.ts
 
 // Constants
 const TEMPORARY_CHAT_ID = 'temporary-chat'
@@ -20,7 +19,12 @@ const TEMPORARY_CHAT_ID = 'temporary-chat'
  */
 function getChatCompletionConfig(request: JanChatCompletionRequest, stream: boolean = false) {
   const isTemporaryChat = request.conversation_id === TEMPORARY_CHAT_ID
-  const endpoint = `${MENLO_PLATFORM_BASE_URL}${JAN_API_ROUTES.CHAT_COMPLETIONS}`
+
+  // For temporary chats, use the stateless /chat/completions endpoint
+  // For regular conversations, use the stateful /conv/chat/completions endpoint
+  const endpoint = isTemporaryChat
+    ? `${JAN_API_BASE}/chat/completions`
+    : `${JAN_API_BASE}/conv/chat/completions`
 
   const payload = {
     ...request,
@@ -40,30 +44,9 @@ function getChatCompletionConfig(request: JanChatCompletionRequest, stream: bool
   return { endpoint, payload, isTemporaryChat }
 }
 
-interface JanModelSummary {
-  id: string
+export interface JanModelsResponse {
   object: string
-  owned_by: string
-  created?: number
-}
-
-interface JanModelsResponse {
-  object: string
-  data: JanModelSummary[]
-}
-
-interface JanModelCatalogResponse {
-  id: string
-  supported_parameters?: {
-    names?: string[]
-    default?: Record<string, unknown>
-  }
-  extras?: {
-    supported_parameters?: string[]
-    default_parameters?: Record<string, unknown>
-    [key: string]: unknown
-  }
-  [key: string]: unknown
+  data: JanModel[]
 }
 
 export interface JanChatMessage {
@@ -129,8 +112,6 @@ export interface JanChatCompletionChunk {
 export class JanApiClient {
   private static instance: JanApiClient
   private authService: JanAuthService
-  private modelsCache: JanModel[] | null = null
-  private modelsFetchPromise: Promise<JanModel[]> | null = null
 
   private constructor() {
     this.authService = getSharedAuthService()
@@ -143,64 +124,25 @@ export class JanApiClient {
     return JanApiClient.instance
   }
 
-  async getModels(options?: { forceRefresh?: boolean }): Promise<JanModel[]> {
+  async getModels(): Promise<JanModel[]> {
     try {
-      const forceRefresh = options?.forceRefresh ?? false
-
-      if (forceRefresh) {
-        this.modelsCache = null
-      } else if (this.modelsCache) {
-        return this.modelsCache
-      }
-
-      if (this.modelsFetchPromise) {
-        return this.modelsFetchPromise
-      }
-
       janProviderStore.setLoadingModels(true)
       janProviderStore.clearError()
 
-      this.modelsFetchPromise = (async () => {
-        const response = await this.authService.makeAuthenticatedRequest<JanModelsResponse>(
-          `${MENLO_PLATFORM_BASE_URL}${JAN_API_ROUTES.MODELS}`
-        )
+      const response = await this.authService.makeAuthenticatedRequest<JanModelsResponse>(
+        `${JAN_API_BASE}/conv/models`
+      )
 
-        const summaries = response.data || []
-
-        const models: JanModel[] = await Promise.all(
-          summaries.map(async (summary) => {
-            const supportedParameters = await this.fetchSupportedParameters(summary.id)
-            const capabilities = this.deriveCapabilitiesFromParameters(supportedParameters)
-
-            return {
-              id: summary.id,
-              object: summary.object,
-              owned_by: summary.owned_by,
-              created: summary.created,
-              capabilities,
-              supportedParameters,
-            }
-          })
-        )
-
-        this.modelsCache = models
-        janProviderStore.setModels(models)
-
-        return models
-      })()
-
-      return await this.modelsFetchPromise
+      const models = response.data || []
+      janProviderStore.setModels(models)
+      
+      return models
     } catch (error) {
-      this.modelsCache = null
-      this.modelsFetchPromise = null
-
       const errorMessage = error instanceof ApiError ? error.message :
                           error instanceof Error ? error.message : 'Failed to fetch models'
       janProviderStore.setError(errorMessage)
       janProviderStore.setLoadingModels(false)
       throw error
-    } finally {
-      this.modelsFetchPromise = null
     }
   }
 
@@ -312,7 +254,7 @@ export class JanApiClient {
   async initialize(): Promise<void> {
     try {
       janProviderStore.setAuthenticated(true)
-      // Fetch initial models (cached for subsequent calls)
+      // Fetch initial models
       await this.getModels()
       console.log('Jan API client initialized successfully')
     } catch (error) {
@@ -324,52 +266,6 @@ export class JanApiClient {
       janProviderStore.setInitializing(false)
     }
   }
-
-  private async fetchSupportedParameters(modelId: string): Promise<string[]> {
-    try {
-      const endpoint = `${MENLO_PLATFORM_BASE_URL}${JAN_API_ROUTES.MODEL_CATALOGS}/${this.encodeModelIdForCatalog(modelId)}`
-      const catalog = await this.authService.makeAuthenticatedRequest<JanModelCatalogResponse>(endpoint)
-      return this.extractSupportedParameters(catalog)
-    } catch (error) {
-      console.warn(`Failed to fetch catalog metadata for model "${modelId}":`, error)
-      return []
-    }
-  }
-
-  private encodeModelIdForCatalog(modelId: string): string {
-    return modelId
-      .split('/')
-      .map((segment) => encodeURIComponent(segment))
-      .join('/')
-  }
-
-  private extractSupportedParameters(catalog: JanModelCatalogResponse | null | undefined): string[] {
-    if (!catalog) {
-      return []
-    }
-
-    const primaryNames = catalog.supported_parameters?.names
-    if (Array.isArray(primaryNames) && primaryNames.length > 0) {
-      return [...new Set(primaryNames)]
-    }
-
-    const extraNames = catalog.extras?.supported_parameters
-    if (Array.isArray(extraNames) && extraNames.length > 0) {
-      return [...new Set(extraNames)]
-    }
-
-    return []
-  }
-
-  private deriveCapabilitiesFromParameters(parameters: string[]): string[] {
-    const capabilities = new Set<string>()
-
-    if (parameters.includes('tools')) {
-      capabilities.add('tools')
-    }
-
-    return Array.from(capabilities)
-  }
 }
 
 export const janApiClient = JanApiClient.getInstance()

extensions-web/src/jan-provider-web/const.ts

@@ -1,7 +0,0 @@
-export const JAN_API_ROUTES = {
-  MODELS: '/models',
-  CHAT_COMPLETIONS: '/chat/completions',
-  MODEL_CATALOGS: '/models/catalogs',
-} as const
-
-export const MODEL_PROVIDER_STORAGE_KEY = 'model-provider'

extensions-web/src/jan-provider-web/helpers.ts

@@ -1,122 +0,0 @@
-import type { JanModel } from './store'
-import { MODEL_PROVIDER_STORAGE_KEY } from './const'
-
-type StoredModel = {
-  id?: string
-  capabilities?: unknown
-  [key: string]: unknown
-}
-
-type StoredProvider = {
-  provider?: string
-  models?: StoredModel[]
-  [key: string]: unknown
-}
-
-type StoredState = {
-  state?: {
-    providers?: StoredProvider[]
-    [key: string]: unknown
-  }
-  version?: number
-  [key: string]: unknown
-}
-
-const normalizeCapabilities = (capabilities: unknown): string[] => {
-  if (!Array.isArray(capabilities)) {
-    return []
-  }
-
-  return [...new Set(capabilities.filter((item): item is string => typeof item === 'string'))].sort(
-    (a, b) => a.localeCompare(b)
-  )
-}
-
-/**
- * Synchronize Jan models stored in localStorage with the latest server state.
- * Returns true if the stored data was modified (including being cleared).
- */
-export function syncJanModelsLocalStorage(
-  remoteModels: JanModel[],
-  storageKey: string = MODEL_PROVIDER_STORAGE_KEY
-): boolean {
-  const rawStorage = localStorage.getItem(storageKey)
-  if (!rawStorage) {
-    return false
-  }
-
-  let storedState: StoredState
-  try {
-    storedState = JSON.parse(rawStorage) as StoredState
-  } catch (error) {
-    console.warn('Failed to parse Jan model storage; clearing entry.', error)
-    localStorage.removeItem(storageKey)
-    return true
-  }
-
-  const providers = storedState?.state?.providers
-  if (!Array.isArray(providers)) {
-    return false
-  }
-
-  const remoteModelMap = new Map(remoteModels.map((model) => [model.id, model]))
-  let storageUpdated = false
-
-  for (const provider of providers) {
-    if (provider.provider !== 'jan' || !Array.isArray(provider.models)) {
-      continue
-    }
-
-    const updatedModels: StoredModel[] = []
-
-    for (const model of provider.models) {
-      const modelId = typeof model.id === 'string' ? model.id : null
-      if (!modelId) {
-        storageUpdated = true
-        continue
-      }
-
-      const remoteModel = remoteModelMap.get(modelId)
-      if (!remoteModel) {
-        console.log(`Removing unknown Jan model from localStorage: ${modelId}`)
-        storageUpdated = true
-        continue
-      }
-
-      const storedCapabilities = normalizeCapabilities(model.capabilities)
-      const remoteCapabilities = normalizeCapabilities(remoteModel.capabilities)
-
-      const capabilitiesMatch =
-        storedCapabilities.length === remoteCapabilities.length &&
-        storedCapabilities.every((cap, index) => cap === remoteCapabilities[index])
-
-      if (!capabilitiesMatch) {
-        console.log(
-          `Updating capabilities for Jan model ${modelId}:`,
-          storedCapabilities,
-          '=>',
-          remoteCapabilities
-        )
-        updatedModels.push({
-          ...model,
-          capabilities: remoteModel.capabilities,
-        })
-        storageUpdated = true
-      } else {
-        updatedModels.push(model)
-      }
-    }
-
-    if (updatedModels.length !== provider.models.length) {
-      storageUpdated = true
-    }
-
-    provider.models = updatedModels
-  }
-
-  if (storageUpdated) {
-    localStorage.setItem(storageKey, JSON.stringify(storedState))
-  }
-
-  return storageUpdated
-}

extensions-web/src/jan-provider-web/provider.ts

@@ -14,10 +14,12 @@ import {
   ImportOptions,
 } from '@janhq/core' // cspell: disable-line
 import { janApiClient, JanChatMessage } from './api'
-import { syncJanModelsLocalStorage } from './helpers'
 import { janProviderStore } from './store'
 import { ApiError } from '../shared/types/errors'
 
+// Jan models support tools via MCP
+const JAN_MODEL_CAPABILITIES = ['tools'] as const
+
 export default class JanProviderWeb extends AIEngine {
   readonly provider = 'jan'
   private activeSessions: Map<string, SessionInfo> = new Map()
@@ -26,11 +28,11 @@ export default class JanProviderWeb extends AIEngine {
     console.log('Loading Jan Provider Extension...')
 
     try {
-      // Initialize authentication
-      await janApiClient.initialize()
-      // Check and sync stored Jan models against latest catalog data
-      await this.validateJanModelsLocalStorage()
+      // Check and clear invalid Jan models (capabilities mismatch)
+      this.validateJanModelsLocalStorage()
 
+      // Initialize authentication and fetch models
+      await janApiClient.initialize()
       console.log('Jan Provider Extension loaded successfully')
     } catch (error) {
       console.error('Failed to load Jan Provider Extension:', error)
@@ -41,17 +43,46 @@ export default class JanProviderWeb extends AIEngine {
   }
 
   // Verify Jan models capabilities in localStorage
-  private async validateJanModelsLocalStorage(): Promise<void> {
+  private validateJanModelsLocalStorage() {
     try {
-      console.log('Validating Jan models in localStorage...')
+      console.log("Validating Jan models in localStorage...")
+      const storageKey = 'model-provider'
+      const data = localStorage.getItem(storageKey)
+      if (!data) return
 
-      const remoteModels = await janApiClient.getModels()
-      const storageUpdated = syncJanModelsLocalStorage(remoteModels)
+      const parsed = JSON.parse(data)
+      if (!parsed?.state?.providers) return
 
-      if (storageUpdated) {
-        console.log(
-          'Synchronized Jan models in localStorage with server capabilities; reloading...'
-        )
+      // Check if any Jan model has incorrect capabilities
+      let hasInvalidModel = false
+
+      for (const provider of parsed.state.providers) {
+        if (provider.provider === 'jan' && provider.models) {
+          for (const model of provider.models) {
+            console.log(`Checking Jan model: ${model.id}`, model.capabilities)
+            if (JSON.stringify(model.capabilities) !== JSON.stringify(JAN_MODEL_CAPABILITIES)) {
+              hasInvalidModel = true
+              console.log(`Found invalid Jan model: ${model.id}, clearing localStorage`)
+              break
+            }
+          }
+        }
+        if (hasInvalidModel) break
+      }
+
+      // If any invalid model found, just clear the storage
+      if (hasInvalidModel) {
+        // Force clear the storage
+        localStorage.removeItem(storageKey)
+        // Verify it's actually removed
+        const afterRemoval = localStorage.getItem(storageKey)
+        // If still present, try setting to empty state
+        if (afterRemoval) {
+          // Try alternative clearing method
+          localStorage.setItem(storageKey, JSON.stringify({ state: { providers: [] }, version: parsed.version || 3 }))
+        }
+        console.log('Cleared model-provider from localStorage due to invalid Jan capabilities')
+        // Force a page reload to ensure clean state
         window.location.reload()
       }
     } catch (error) {
@@ -88,7 +119,7 @@ export default class JanProviderWeb extends AIEngine {
               path: undefined, // Remote model, no local path
               owned_by: model.owned_by,
               object: model.object,
-              capabilities: [...model.capabilities],
+              capabilities: [...JAN_MODEL_CAPABILITIES],
             }
           : undefined
       )
@@ -109,7 +140,7 @@ export default class JanProviderWeb extends AIEngine {
         path: undefined, // Remote model, no local path
         owned_by: model.owned_by,
         object: model.object,
-        capabilities: [...model.capabilities],
+        capabilities: [...JAN_MODEL_CAPABILITIES],
       }))
     } catch (error) {
       console.error('Failed to list Jan models:', error)
@@ -128,7 +159,6 @@ export default class JanProviderWeb extends AIEngine {
         port: 443, // HTTPS port
         model_id: modelId,
         model_path: `remote:${modelId}`, // Indicate this is a remote model
-        is_embedding: false, // assume false here, TODO: might need further implementation
         api_key: '', // API key handled by auth service
       }
 
@@ -163,12 +193,8 @@ export default class JanProviderWeb extends AIEngine {
       console.error(`Failed to unload Jan session ${sessionId}:`, error)
       return {
         success: false,
-        error:
-          error instanceof ApiError
-            ? error.message
-            : error instanceof Error
-              ? error.message
-              : 'Unknown error',
+        error: error instanceof ApiError ? error.message :
+               error instanceof Error ? error.message : 'Unknown error',
       }
     }
   }

extensions-web/src/jan-provider-web/store.ts

@@ -9,9 +9,6 @@ export interface JanModel {
   id: string
   object: string
   owned_by: string
-  created?: number
-  capabilities: string[]
-  supportedParameters?: string[]
 }
 
 export interface JanProviderState {

extensions-web/src/mcp-web/index.ts

@@ -12,8 +12,8 @@ import { JanMCPOAuthProvider } from './oauth-provider'
 import { WebSearchButton } from './components'
 import type { ComponentType } from 'react'
 
-// MENLO_PLATFORM_BASE_URL is defined in vite.config.ts (defaults to 'https://api-dev.menlo.ai/jan/v1')
-declare const MENLO_PLATFORM_BASE_URL: string
+// JAN_API_BASE is defined in vite.config.ts (defaults to 'https://api-dev.jan.ai/jan/v1')
+declare const JAN_API_BASE: string
 
 export default class MCPExtensionWeb extends MCPExtension {
   private mcpEndpoint = '/mcp'
@@ -77,7 +77,7 @@ export default class MCPExtensionWeb extends MCPExtension {
 
       // Create transport with OAuth provider (handles token refresh automatically)
       const transport = new StreamableHTTPClientTransport(
-        new URL(`${MENLO_PLATFORM_BASE_URL}${this.mcpEndpoint}`),
+        new URL(`${JAN_API_BASE}${this.mcpEndpoint}`),
         {
           authProvider: this.oauthProvider
           // No sessionId needed - server will generate one automatically

extensions-web/src/shared/auth/api.ts

@@ -6,13 +6,13 @@
 import { AuthTokens } from './types'
 import { AUTH_ENDPOINTS } from './const'
 
-declare const MENLO_PLATFORM_BASE_URL: string
+declare const JAN_API_BASE: string
 
 /**
  * Logout user on server
  */
 export async function logoutUser(): Promise<void> {
-  const response = await fetch(`${MENLO_PLATFORM_BASE_URL}${AUTH_ENDPOINTS.LOGOUT}`, {
+  const response = await fetch(`${JAN_API_BASE}${AUTH_ENDPOINTS.LOGOUT}`, {
     method: 'GET',
     credentials: 'include',
     headers: {
@@ -29,7 +29,7 @@ export async function logoutUser(): Promise<void> {
  * Guest login
  */
 export async function guestLogin(): Promise<AuthTokens> {
-  const response = await fetch(`${MENLO_PLATFORM_BASE_URL}${AUTH_ENDPOINTS.GUEST_LOGIN}`, {
+  const response = await fetch(`${JAN_API_BASE}${AUTH_ENDPOINTS.GUEST_LOGIN}`, {
     method: 'POST',
     credentials: 'include',
     headers: {
@@ -51,7 +51,7 @@ export async function guestLogin(): Promise<AuthTokens> {
  */
 export async function refreshToken(): Promise<AuthTokens> {
   const response = await fetch(
-    `${MENLO_PLATFORM_BASE_URL}${AUTH_ENDPOINTS.REFRESH_TOKEN}`,
+    `${JAN_API_BASE}${AUTH_ENDPOINTS.REFRESH_TOKEN}`,
     {
       method: 'GET',
       credentials: 'include',

extensions-web/src/shared/auth/providers/api.ts

@@ -5,10 +5,10 @@
 
 import { AuthTokens, LoginUrlResponse } from './types'
 
-declare const MENLO_PLATFORM_BASE_URL: string
+declare const JAN_API_BASE: string
 
 export async function getLoginUrl(endpoint: string): Promise<LoginUrlResponse> {
-  const response: Response = await fetch(`${MENLO_PLATFORM_BASE_URL}${endpoint}`, {
+  const response: Response = await fetch(`${JAN_API_BASE}${endpoint}`, {
     method: 'GET',
     credentials: 'include',
     headers: {
@@ -30,7 +30,7 @@ export async function handleOAuthCallback(
   code: string,
   state?: string
 ): Promise<AuthTokens> {
-  const response: Response = await fetch(`${MENLO_PLATFORM_BASE_URL}${endpoint}`, {
+  const response: Response = await fetch(`${JAN_API_BASE}${endpoint}`, {
     method: 'POST',
     headers: {
       'Content-Type': 'application/json',

extensions-web/src/shared/auth/service.ts

@@ -3,9 +3,9 @@
  * Handles authentication flows for any OAuth provider
  */
 
-declare const MENLO_PLATFORM_BASE_URL: string
+declare const JAN_API_BASE: string
 
-import { User, AuthState, AuthBroadcastMessage, AuthTokens } from './types'
+import { User, AuthState, AuthBroadcastMessage } from './types'
 import {
   AUTH_STORAGE_KEYS,
   AUTH_ENDPOINTS,
@@ -115,7 +115,7 @@ export class JanAuthService {
 
       // Store tokens and set authenticated state
       this.accessToken = tokens.access_token
-      this.tokenExpiryTime = this.computeTokenExpiry(tokens)
+      this.tokenExpiryTime = Date.now() + tokens.expires_in * 1000
       this.setAuthProvider(providerId)
 
       this.authBroadcast.broadcastLogin()
@@ -158,7 +158,7 @@ export class JanAuthService {
       const tokens = await refreshToken()
 
       this.accessToken = tokens.access_token
-      this.tokenExpiryTime = this.computeTokenExpiry(tokens)
+      this.tokenExpiryTime = Date.now() + tokens.expires_in * 1000
     } catch (error) {
       console.error('Failed to refresh access token:', error)
       if (error instanceof ApiError && error.isStatus(401)) {
@@ -343,23 +343,6 @@ export class JanAuthService {
     localStorage.removeItem(AUTH_STORAGE_KEYS.AUTH_PROVIDER)
   }
 
-  private computeTokenExpiry(tokens: AuthTokens): number {
-    if (tokens.expires_at) {
-      const expiresAt = new Date(tokens.expires_at).getTime()
-      if (!Number.isNaN(expiresAt)) {
-        return expiresAt
-      }
-      console.warn('Invalid expires_at format in auth tokens:', tokens.expires_at)
-    }
-
-    if (typeof tokens.expires_in === 'number') {
-      return Date.now() + tokens.expires_in * 1000
-    }
-
-    console.warn('Auth tokens missing expiry information; defaulting to immediate expiry')
-    return Date.now()
-  }
-
   /**
    * Ensure guest access is available
    */
@@ -369,7 +352,7 @@ export class JanAuthService {
       if (!this.accessToken || Date.now() > this.tokenExpiryTime) {
         const tokens = await guestLogin()
         this.accessToken = tokens.access_token
-        this.tokenExpiryTime = this.computeTokenExpiry(tokens)
+        this.tokenExpiryTime = Date.now() + tokens.expires_in * 1000
       }
     } catch (error) {
       console.error('Failed to ensure guest access:', error)
@@ -404,6 +387,7 @@ export class JanAuthService {
         case AUTH_EVENTS.LOGOUT:
           // Another tab logged out, clear our state
           this.clearAuthState()
+          this.ensureGuestAccess().catch(console.error)
           break
       }
     })
@@ -429,7 +413,7 @@ export class JanAuthService {
   private async fetchUserProfile(): Promise<User | null> {
     try {
       return await this.makeAuthenticatedRequest<User>(
-        `${MENLO_PLATFORM_BASE_URL}${AUTH_ENDPOINTS.ME}`
+        `${JAN_API_BASE}${AUTH_ENDPOINTS.ME}`
       )
     } catch (error) {
       console.error('Failed to fetch user profile:', error)

extensions-web/src/shared/auth/types.ts

@@ -16,8 +16,7 @@ export type AuthType = ProviderType | 'guest'
 
 export interface AuthTokens {
   access_token: string
-  expires_in?: number
-  expires_at?: string
+  expires_in: number
   object: string
 }
 

extensions-web/src/types/global.d.ts

@@ -1,5 +1,5 @@
 export {}
 
 declare global {
-  declare const MENLO_PLATFORM_BASE_URL: string
+  declare const JAN_API_BASE: string
 }

extensions-web/vite.config.ts

@@ -14,6 +14,6 @@ export default defineConfig({
     emptyOutDir: false // Don't clean the output directory
   },
   define: {
-    MENLO_PLATFORM_BASE_URL: JSON.stringify(process.env.MENLO_PLATFORM_BASE_URL || 'https://api-dev.menlo.ai/v1'),
+    JAN_API_BASE: JSON.stringify(process.env.JAN_API_BASE || 'https://api-dev.jan.ai/v1'),
   }
 })

extensions/assistant-extension/README.md

@@ -70,6 +70,6 @@ There are a few things to keep in mind when writing your extension code:
   ```
 
   For more information about the Jan Extension Core module, see the
-  [documentation](https://github.com/janhq/jan/blob/main/core/README.md).
+  [documentation](https://github.com/menloresearch/jan/blob/main/core/README.md).
 
 So, what are you waiting for? Go ahead and start customizing your extension!

extensions/llamacpp-extension/src/backend.ts

@@ -56,7 +56,7 @@ async function fetchRemoteSupportedBackends(
   supportedBackends: string[]
 ): Promise<{ version: string; backend: string }[]> {
   // Pull the latest releases from the repo
-  const { releases } = await _fetchGithubReleases('janhq', 'llama.cpp')
+  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
 
@@ -98,7 +98,7 @@ export async function listSupportedBackends(): Promise<
   const sysType = `${os_type}-${arch}`
   let supportedBackends = []
 
-  // NOTE: janhq's tags for llama.cpp builds are a bit different
+  // NOTE: menloresearch's tags for llama.cpp builds are a bit different
   // TODO: fetch versions from the server?
   // TODO: select CUDA version based on driver version
   if (sysType == 'windows-x86_64') {
@@ -156,13 +156,8 @@ export async function listSupportedBackends(): Promise<
     supportedBackends.push('macos-arm64')
   }
   // get latest backends from Github
-  let remoteBackendVersions = []
-  try {
-    remoteBackendVersions =
+  const remoteBackendVersions =
     await fetchRemoteSupportedBackends(supportedBackends)
-  } catch (e) {
-      console.debug(`Not able to get remote backends, Jan might be offline or network problem: ${String(e)}`)
-  }
 
   // Get locally installed versions
   const localBackendVersions = await getLocalInstalledBackends()
@@ -247,7 +242,7 @@ export async function downloadBackend(
   // Build URLs per source
   const backendUrl =
     source === 'github'
-      ? `https://github.com/janhq/llama.cpp/releases/download/${version}/llama-${version}-bin-${backend}.tar.gz`
+      ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/llama-${version}-bin-${backend}.tar.gz`
       : `https://catalog.jan.ai/llama.cpp/releases/${version}/llama-${version}-bin-${backend}.tar.gz`
 
   const downloadItems = [
@@ -263,7 +258,7 @@ export async function downloadBackend(
     downloadItems.push({
       url:
         source === 'github'
-          ? `https://github.com/janhq/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu11.7-x64.tar.gz`
+          ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu11.7-x64.tar.gz`
           : `https://catalog.jan.ai/llama.cpp/releases/${version}/cudart-llama-bin-${platformName}-cu11.7-x64.tar.gz`,
       save_path: await joinPath([libDir, 'cuda11.tar.gz']),
       proxy: proxyConfig,
@@ -272,7 +267,7 @@ export async function downloadBackend(
     downloadItems.push({
       url:
         source === 'github'
-          ? `https://github.com/janhq/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu12.0-x64.tar.gz`
+          ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu12.0-x64.tar.gz`
           : `https://catalog.jan.ai/llama.cpp/releases/${version}/cudart-llama-bin-${platformName}-cu12.0-x64.tar.gz`,
       save_path: await joinPath([libDir, 'cuda12.tar.gz']),
       proxy: proxyConfig,

extensions/llamacpp-extension/src/index.ts

@@ -39,6 +39,7 @@ import { getProxyConfig } from './util'
 import { basename } from '@tauri-apps/api/path'
 import {
   readGgufMetadata,
+  estimateKVCacheSize,
   getModelSize,
   isModelSupported,
   planModelLoadInternal,
@@ -57,8 +58,6 @@ type LlamacppConfig = {
   chat_template: string
   n_gpu_layers: number
   offload_mmproj: boolean
-  cpu_moe: boolean
-  n_cpu_moe: number
   override_tensor_buffer_t: string
   ctx_size: number
   threads: number
@@ -1528,7 +1527,6 @@ export default class llamacpp_extension extends AIEngine {
 
     if (
       this.autoUnload &&
-      !isEmbedding &&
       (loadedModels.length > 0 || otherLoadingPromises.length > 0)
     ) {
       // Wait for OTHER loading models to finish, then unload everything
@@ -1536,33 +1534,10 @@ export default class llamacpp_extension extends AIEngine {
         await Promise.all(otherLoadingPromises)
       }
 
-      // Now unload all loaded Text models excluding embedding models
+      // Now unload all loaded models
       const allLoadedModels = await this.getLoadedModels()
       if (allLoadedModels.length > 0) {
-        const sessionInfos: (SessionInfo | null)[] = await Promise.all(
-          allLoadedModels.map(async (modelId) => {
-            try {
-              return await this.findSessionByModel(modelId)
-            } catch (e) {
-              logger.warn(`Unable to find session for model "${modelId}": ${e}`)
-              return null // treat as “not‑eligible for unload”
-            }
-          })
-        )
-
-        logger.info(JSON.stringify(sessionInfos))
-
-        const nonEmbeddingModels: string[] = sessionInfos
-          .filter(
-            (s): s is SessionInfo => s !== null && s.is_embedding === false
-          )
-          .map((s) => s.model_id)
-
-        if (nonEmbeddingModels.length > 0) {
-          await Promise.all(
-            nonEmbeddingModels.map((modelId) => this.unload(modelId))
-          )
-        }
+        await Promise.all(allLoadedModels.map((model) => this.unload(model)))
       }
     }
     const args: string[] = []
@@ -1606,10 +1581,6 @@ export default class llamacpp_extension extends AIEngine {
     ])
     args.push('--jinja')
     args.push('-m', modelPath)
-    if (cfg.cpu_moe) args.push('--cpu-moe')
-    if (cfg.n_cpu_moe && cfg.n_cpu_moe > 0) {
-      args.push('--n-cpu-moe', String(cfg.n_cpu_moe))
-    }
     // For overriding tensor buffer type, useful where
     // massive MOE models can be made faster by keeping attention on the GPU
     // and offloading the expert FFNs to the CPU.
@@ -1660,7 +1631,7 @@ export default class llamacpp_extension extends AIEngine {
     if (cfg.no_kv_offload) args.push('--no-kv-offload')
     if (isEmbedding) {
       args.push('--embedding')
-      args.push('--pooling', 'mean')
+      args.push('--pooling mean')
     } else {
       if (cfg.ctx_size > 0) args.push('--ctx-size', String(cfg.ctx_size))
       if (cfg.n_predict > 0) args.push('--n-predict', String(cfg.n_predict))
@@ -1699,7 +1670,6 @@ export default class llamacpp_extension extends AIEngine {
           libraryPath,
           args,
           envs,
-          isEmbedding,
         }
       )
       return sInfo
@@ -2035,69 +2005,6 @@ export default class llamacpp_extension extends AIEngine {
         libraryPath,
         envs,
       })
-      // On Linux with AMD GPUs, llama.cpp via Vulkan may report UMA (shared) memory as device-local.
-      // For clearer UX, override with dedicated VRAM from the hardware plugin when available.
-      try {
-        const sysInfo = await getSystemInfo()
-        if (sysInfo?.os_type === 'linux' && Array.isArray(sysInfo.gpus)) {
-          const usage = await getSystemUsage()
-          if (usage && Array.isArray(usage.gpus)) {
-            const uuidToUsage: Record<string, { total_memory: number; used_memory: number }> = {}
-            for (const u of usage.gpus as any[]) {
-              if (u && typeof u.uuid === 'string') {
-                uuidToUsage[u.uuid] = u
-              }
-            }
-
-            const indexToAmdUuid = new Map<number, string>()
-            for (const gpu of sysInfo.gpus as any[]) {
-              const vendorStr =
-                typeof gpu?.vendor === 'string'
-                  ? gpu.vendor
-                  : typeof gpu?.vendor === 'object' && gpu.vendor !== null
-                    ? String(gpu.vendor)
-                    : ''
-              if (
-                vendorStr.toUpperCase().includes('AMD') &&
-                gpu?.vulkan_info &&
-                typeof gpu.vulkan_info.index === 'number' &&
-                typeof gpu.uuid === 'string'
-              ) {
-                indexToAmdUuid.set(gpu.vulkan_info.index, gpu.uuid)
-              }
-            }
-
-            if (indexToAmdUuid.size > 0) {
-              const adjusted = dList.map((dev) => {
-                if (dev.id?.startsWith('Vulkan')) {
-                  const match = /^Vulkan(\d+)/.exec(dev.id)
-                  if (match) {
-                    const vIdx = Number(match[1])
-                    const uuid = indexToAmdUuid.get(vIdx)
-                    if (uuid) {
-                      const u = uuidToUsage[uuid]
-                      if (
-                        u &&
-                        typeof u.total_memory === 'number' &&
-                        typeof u.used_memory === 'number'
-                      ) {
-                        const total = Math.max(0, Math.floor(u.total_memory))
-                        const free = Math.max(0, Math.floor(u.total_memory - u.used_memory))
-                        return { ...dev, mem: total, free }
-                      }
-                    }
-                  }
-                }
-                return dev
-              })
-              return adjusted
-            }
-          }
-        }
-      } catch (e) {
-        logger.warn('Device memory override (AMD/Linux) failed:', e)
-      }
-
       return dList
     } catch (error) {
       logger.error('Failed to query devices:\n', error)
@@ -2106,7 +2013,6 @@ export default class llamacpp_extension extends AIEngine {
   }
 
   async embed(text: string[]): Promise<EmbeddingResponse> {
-    // Ensure the sentence-transformer model is present
     let sInfo = await this.findSessionByModel('sentence-transformer-mini')
     if (!sInfo) {
       const downloadedModelList = await this.list()
@@ -2120,45 +2026,30 @@ export default class llamacpp_extension extends AIEngine {
             'https://huggingface.co/second-state/All-MiniLM-L6-v2-Embedding-GGUF/resolve/main/all-MiniLM-L6-v2-ggml-model-f16.gguf?download=true',
         })
       }
-      // Load specifically in embedding mode
-      sInfo = await this.load('sentence-transformer-mini', undefined, true)
+      sInfo = await this.load('sentence-transformer-mini')
     }
-
-    const attemptRequest = async (session: SessionInfo) => {
-      const baseUrl = `http://localhost:${session.port}/v1/embeddings`
-      const headers = {
-        'Content-Type': 'application/json',
-        'Authorization': `Bearer ${session.api_key}`,
-      }
-      const body = JSON.stringify({
-        input: text,
-        model: session.model_id,
-        encoding_format: 'float',
-      })
-      const response = await fetch(baseUrl, {
-        method: 'POST',
-        headers,
-        body,
-      })
-      return response
-    }
-
-    // First try with the existing session (may have been started without --embedding previously)
-    let response = await attemptRequest(sInfo)
-
-    // If embeddings endpoint is not available (501), reload with embedding mode and retry once
-    if (response.status === 501) {
-      try {
-        await this.unload('sentence-transformer-mini')
-      } catch {}
-      sInfo = await this.load('sentence-transformer-mini', undefined, true)
-      response = await attemptRequest(sInfo)
+    const baseUrl = `http://localhost:${sInfo.port}/v1/embeddings`
+    const headers = {
+      'Content-Type': 'application/json',
+      'Authorization': `Bearer ${sInfo.api_key}`,
     }
+    const body = JSON.stringify({
+      input: text,
+      model: sInfo.model_id,
+      encoding_format: 'float',
+    })
+    const response = await fetch(baseUrl, {
+      method: 'POST',
+      headers,
+      body,
+    })
 
     if (!response.ok) {
       const errorData = await response.json().catch(() => null)
       throw new Error(
-        `API request failed with status ${response.status}: ${JSON.stringify(errorData)}`
+        `API request failed with status ${response.status}: ${JSON.stringify(
+          errorData
+        )}`
       )
     }
     const responseData = await response.json()
@@ -2260,12 +2151,7 @@ export default class llamacpp_extension extends AIEngine {
     if (mmprojPath && !this.isAbsolutePath(mmprojPath))
       mmprojPath = await joinPath([await getJanDataFolderPath(), path])
     try {
-      const result = await planModelLoadInternal(
-        path,
-        this.memoryMode,
-        mmprojPath,
-        requestedCtx
-      )
+      const result = await planModelLoadInternal(path, this.memoryMode, mmprojPath, requestedCtx)
       return result
     } catch (e) {
       throw new Error(String(e))
@@ -2393,18 +2279,12 @@ export default class llamacpp_extension extends AIEngine {
     }
 
     // Calculate text tokens
-    // Use chat_template_kwargs from opts if provided, otherwise default to disable enable_thinking
-    const tokenizeRequest = {
-      messages: opts.messages,
-      chat_template_kwargs: opts.chat_template_kwargs || {
-        enable_thinking: false,
-      },
-    }
+    const messages = JSON.stringify({ messages: opts.messages })
 
     let parseResponse = await fetch(`${baseUrl}/apply-template`, {
       method: 'POST',
       headers: headers,
-      body: JSON.stringify(tokenizeRequest),
+      body: messages,
     })
 
     if (!parseResponse.ok) {

extensions/rag-extension/package.json

@@ -1,33 +0,0 @@
-{
-  "name": "@janhq/rag-extension",
-  "productName": "RAG Tools",
-  "version": "0.1.0",
-  "description": "Registers RAG tools and orchestrates retrieval across parser, embeddings, and vector DB",
-  "main": "dist/index.js",
-  "module": "dist/module.js",
-  "author": "Jan <service@jan.ai>",
-  "license": "AGPL-3.0",
-  "scripts": {
-    "build": "rolldown -c rolldown.config.mjs",
-    "build:publish": "rimraf *.tgz --glob || true && yarn build && npm pack && cpx *.tgz ../../pre-install"
-  },
-  "devDependencies": {
-    "cpx": "1.5.0",
-    "rimraf": "6.0.1",
-    "rolldown": "1.0.0-beta.1",
-    "typescript": "5.9.2"
-  },
-  "dependencies": {
-    "@janhq/core": "../../core/package.tgz",
-    "@janhq/tauri-plugin-rag-api": "link:../../src-tauri/plugins/tauri-plugin-rag",
-    "@janhq/tauri-plugin-vector-db-api": "link:../../src-tauri/plugins/tauri-plugin-vector-db"
-  },
-  "files": [
-    "dist/*",
-    "package.json"
-  ],
-  "installConfig": {
-    "hoistingLimits": "workspaces"
-  },
-  "packageManager": "yarn@4.5.3"
-}