Brazilian Portuguese translation (#6809 )

Co-authored-by: Vitor Alcantara Batista <vitor.alcantara@petrobras.com.br>
Merge pull request #6831 from janhq/feat/proactive_mode
2025-10-29 23:36:35 +05:30 · 2025-10-29 21:02:05 +07:00 · 2025-10-29 12:15:07 +07:00 · 2025-10-29 11:48:32 +07:00 · 2025-10-28 17:56:47 +07:00 · 2025-10-28 17:56:07 +07:00
132 changed files with 3058 additions and 188 deletions
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@ -1,5 +1,5 @@
 blank_issues_enabled: true
 contact_links:
  - name: Jan Discussions
-    url: https://github.com/orgs/menloresearch/discussions/categories/q-a
+    url: https://github.com/orgs/janhq/discussions/categories/q-a
    about: Get help, discuss features & roadmap, and share your projects
--- a/.github/workflows/jan-server-web-ci-dev.yml
+++ b/.github/workflows/jan-server-web-ci-dev.yml
@ -12,7 +12,7 @@ jobs:
  build-and-preview:
    runs-on: [ubuntu-24-04-docker]
    env:
-      MENLO_PLATFORM_BASE_URL: "https://api-dev.menlo.ai/v1"
+      MENLO_PLATFORM_BASE_URL: "https://api-dev.jan.ai/v1"
    permissions:
      pull-requests: write
      contents: write
--- a/.github/workflows/jan-server-web-ci-prod.yml
+++ b/.github/workflows/jan-server-web-ci-prod.yml
@ -13,7 +13,7 @@ jobs:
      deployments: write
      pull-requests: write
    env:
-      MENLO_PLATFORM_BASE_URL: "https://api.menlo.ai/v1"
+      MENLO_PLATFORM_BASE_URL: "https://api.jan.ai/v1"
      GA_MEASUREMENT_ID: "G-YK53MX8M8M"
      CLOUDFLARE_PROJECT_NAME: "jan-server-web"
    steps:
--- a/.github/workflows/jan-server-web-ci-stag.yml
+++ b/.github/workflows/jan-server-web-ci-stag.yml
@ -12,7 +12,7 @@ jobs:
  build-and-preview:
    runs-on: [ubuntu-24-04-docker]
    env:
-      MENLO_PLATFORM_BASE_URL: "https://api-stag.menlo.ai/v1"
+      MENLO_PLATFORM_BASE_URL: "https://api-stag.jan.ai/v1"
    permissions:
      pull-requests: write
      contents: write
--- a/.github/workflows/jan-tauri-build-nightly.yaml
+++ b/.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:
--- a/.github/workflows/jan-tauri-build.yaml
+++ b/.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="${{ needs.build-linux-x64.outputs.APPIMAGE_SIG }}"
-          LINUX_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-linux-x64.outputs.APPIMAGE_FILE_NAME }}"
+          LINUX_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-linux-x64.outputs.APPIMAGE_FILE_NAME }}"
          WINDOWS_SIGNATURE="${{ needs.build-windows-x64.outputs.WIN_SIG }}"
-          WINDOWS_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-windows-x64.outputs.FILE_NAME }}"
+          WINDOWS_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-windows-x64.outputs.FILE_NAME }}"
          DARWIN_SIGNATURE="${{ needs.build-macos.outputs.MAC_UNIVERSAL_SIG }}"
-          DARWIN_URL="https://github.com/menloresearch/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-macos.outputs.TAR_NAME }}"
+          DARWIN_URL="https://github.com/janhq/jan/releases/download/v${{ needs.get-update-version.outputs.new_version }}/${{ needs.build-macos.outputs.TAR_NAME }}"

          jq --arg version "$VERSION" \
            --arg pub_date "$PUB_DATE" \
--- a/.github/workflows/template-get-update-version.yml
+++ b/.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/menloresearch/jan/releases/latest | jq -r .tag_name)
+              tag=$(curl -s https://api.github.com/repos/janhq/jan/releases/latest | jq -r .tag_name)
              if [ -n "$tag" ] && [ "$tag" != "null" ]; then
                echo $tag
                return
--- a/.github/workflows/template-noti-discord-and-update-url-readme.yml
+++ b/.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/menloresearch/jan/actions/runs/{{ GITHUB_RUN_ID }}
+            - Github action run: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}
        env:
          DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK }}
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@ -143,7 +143,7 @@ jan/

 **Option 1: The Easy Way (Make)**
 ```bash
-git clone https://github.com/menloresearch/jan
+git clone https://github.com/janhq/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/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)
+- **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)
 - Include your system specs and error logs - it helps a ton

 ### Suggesting Enhancements
--- a/README.md
+++ b/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/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="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="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/menloresearch/jan/issues">Bug reports</a>
+  - <a href="https://github.com/janhq/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/menloresearch/jan/releases).
+Download from [jan.ai](https://jan.ai/) or [GitHub Releases](https://github.com/janhq/jan/releases).

 ## Features

@ -73,7 +73,7 @@ For those who enjoy the scenic route:
 ### Run with Make

 ```bash
-git clone https://github.com/menloresearch/jan
+git clone https://github.com/janhq/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/menloresearch/jan/issues)
+- **Bugs**: [GitHub Issues](https://github.com/janhq/jan/issues)
 - **Business**: hello@jan.ai
 - **Jobs**: hr@jan.ai
 - **General Discussion**: [Discord](https://discord.gg/FTk2MvZwJH)
--- a/autoqa/requirements.txt
+++ b/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/menloresearch/cua.git@compute-agent-0.3.0-patch#subdirectory=libs/python/agent
+cua-agent @ git+https://github.com/janhq/cua.git@compute-agent-0.3.0-patch#subdirectory=libs/python/agent

 # ReportPortal integration
 reportportal-client~=5.6.5
--- a/core/README.md
+++ b/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/menloresearch/extension-template](https://github.com/menloresearch/extension-template).
+1. Download an extension template, for example, [https://github.com/janhq/extension-template](https://github.com/janhq/extension-template).

 2. Update the source code:

--- a/docs/README.md
+++ b/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/menloresearch/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/janhq/jan/blob/main/CONTRIBUTING.md) for more comprehensive information on how to contribute to the Jan project.

 ### Pre-requisites and Installation

--- a/docs/public/openapi/jan.json
+++ b/docs/public/openapi/jan.json
@ -1581,7 +1581,7 @@
          },
          "cover": {
            "type": "string",
-            "example": "https://raw.githubusercontent.com/menloresearch/jan/main/models/trinity-v1.2-7b/cover.png"
+            "example": "https://raw.githubusercontent.com/janhq/jan/main/models/trinity-v1.2-7b/cover.png"
          },
          "engine": {
            "type": "string",
--- a/docs/src/components/APIReference/index.tsx
+++ b/docs/src/components/APIReference/index.tsx
@ -27,7 +27,7 @@ export const APIReference = () => {
      <ApiReferenceReact
        configuration={{
          spec: {
-            url: 'https://raw.githubusercontent.com/menloresearch/docs/main/public/openapi/jan.json',
+            url: 'https://raw.githubusercontent.com/janhq/docs/main/public/openapi/jan.json',
          },
          theme: 'alternate',
          hideModels: true,
--- a/docs/src/components/Changelog/index.tsx
+++ b/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/menloresearch/projects/30"
+              href="https://github.com/orgs/janhq/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/menloresearch/jan/releases"
+          href="https://github.com/janhq/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"
        >
--- a/docs/src/components/Download/CardDownload.tsx
+++ b/docs/src/components/Download/CardDownload.tsx
@ -72,7 +72,7 @@ export default function CardDownload({ lastRelease }: Props) {

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

          return {
            ...system,
-            href: `https://github.com/menloresearch/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
+            href: `https://github.com/janhq/jan/releases/download/${lastRelease.tag_name}/${downloadUrl}`,
            size: asset ? formatFileSize(asset.size) : undefined,
          }
        })
--- a/docs/src/components/Home/BuiltWithLove/index.tsx
+++ b/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/menloresearch/jan"
+            href="https://github.com/janhq/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 "
          >
--- a/docs/src/components/Home/Hero/index.tsx
+++ b/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/menloresearch/jan/releases"
+            href="https://github.com/janhq/jan/releases"
            target="_blank"
            className="hidden lg:inline-block"
          >
--- a/docs/src/components/Home/index.tsx
+++ b/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/menloresearch/jan/releases/tag/${lastVersion}`}
+                href={`https://github.com/janhq/jan/releases/tag/${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/menloresearch/jan"
+                    href="https://github.com/janhq/jan"
                    target="_blank"
                    rel="noopener noreferrer"
                  >
@ -387,7 +387,7 @@ const Home = () => {
                      </div>
                      <a
                        className="hidden md:block"
-                        href="https://github.com/menloresearch/jan"
+                        href="https://github.com/janhq/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/menloresearch/jan"
+                        href="https://github.com/janhq/jan"
                        target="_blank"
                        rel="noopener noreferrer"
                      >
--- a/docs/src/components/Navbar.tsx
+++ b/docs/src/components/Navbar.tsx
@ -95,7 +95,7 @@ const Navbar = ({ noScroll }: { noScroll?: boolean }) => {
            })}
            <li>
              <a
-                href="https://github.com/menloresearch/jan/releases/latest"
+                href="https://github.com/janhq/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/menloresearch/jan"
+                  href="https://github.com/janhq/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/menloresearch/jan/releases/latest"
+            href="https://github.com/janhq/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/menloresearch/jan"
+                  href="https://github.com/janhq/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/menloresearch/jan/releases/latest"
+                    href="https://github.com/janhq/jan/releases/latest"
                    target="_blank"
                    rel="noopener noreferrer"
                  >
--- a/docs/src/components/ui/dropdown-button.tsx
+++ b/docs/src/components/ui/dropdown-button.tsx
@ -120,7 +120,7 @@ export function DropdownButton({

          return {
            ...option,
-            href: `https://github.com/menloresearch/jan/releases/download/${lastRelease.tag_name}/${fileName}`,
+            href: `https://github.com/janhq/jan/releases/download/${lastRelease.tag_name}/${fileName}`,
            size: asset ? formatFileSize(asset.size) : 'N/A',
          }
        })
--- a/docs/src/pages/api-reference/development.mdx
+++ b/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/menloresearch/jan-server
+   git clone https://github.com/janhq/jan-server
   cd jan-server
   ```

--- a/docs/src/pages/api-reference/installation.mdx
+++ b/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/menloresearch/jan-server
+   git clone https://github.com/janhq/jan-server
   cd jan-server
   ```

--- a/docs/src/pages/changelog/2024-02-10-jan-is-more-stable.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.5).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.5).
--- a/docs/src/pages/changelog/2024-03-06-ui-revamp-settings.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.0).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.0).
--- a/docs/src/pages/changelog/2024-04-25-llama3-command-r-hugginface.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.4.12).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.4.12).
--- a/docs/src/pages/changelog/2024-05-20-llamacpp-upgrade-new-remote-models.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.4.13)
+For more details, see the [GitHub release notes.](https://github.com/janhq/jan/releases/tag/v0.4.13)
--- a/docs/src/pages/changelog/2024-05-28-cohere-aya-23-8b-35b-phi-3-medium.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.4.14).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.4.14).
--- a/docs/src/pages/changelog/2024-06-21-nvidia-nim-support.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.1).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.1).
--- a/docs/src/pages/changelog/2024-07-15-claude-3-5-support.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.2).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.2).
--- a/docs/src/pages/changelog/2024-09-01-llama3-1-gemma2-support.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.3).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.3).
--- a/docs/src/pages/changelog/2024-09-17-improved-cpu-performance.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.4).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.4).
--- a/docs/src/pages/changelog/2024-10-24-jan-stable.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.7).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.7).
--- a/docs/src/pages/changelog/2024-11-22-jan-bugs.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.9).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.9).
--- a/docs/src/pages/changelog/2024-11.14-jan-supports-qwen-coder.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.8).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.8).
--- a/docs/src/pages/changelog/2024-12-03-jan-is-faster.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.10).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.10).
--- a/docs/src/pages/changelog/2024-12-05-jan-hot-fix-mac.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.11).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.11).
--- a/docs/src/pages/changelog/2024-12-30-jan-new-privacy.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.12).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.12).
--- a/docs/src/pages/changelog/2025-01-06-key-issues-resolved.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.13).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.13).
--- a/docs/src/pages/changelog/2025-01-23-deepseek-r1-jan.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.14).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.14).
--- a/docs/src/pages/changelog/2025-02-18-advanced-llama.cpp-settings.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.15).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.15).
--- a/docs/src/pages/changelog/2025-03-14-jan-security-patch.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.16).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.16).
--- a/docs/src/pages/changelog/2025-05-14-jan-qwen3-patch.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.5.17).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.5.17).
--- a/docs/src/pages/changelog/2025-06-19-jan-ui-revamp.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.1).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.1).
--- a/docs/src/pages/changelog/2025-06-26-jan-nano-mcp.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.3).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.3).
--- a/docs/src/pages/changelog/2025-07-17-responsive-ui.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.5).
+For more details, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.5).
--- a/docs/src/pages/changelog/2025-07-31-llamacpp-tutorials.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.6).
+For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.6).
--- a/docs/src/pages/changelog/2025-08-07-gpt-oss.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.7).
+For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.7).
--- a/docs/src/pages/changelog/2025-08-14-general-improvs.mdx
+++ b/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/menloresearch/jan/releases/tag/v0.6.8).
+For the complete list of changes, see the [GitHub release notes](https://github.com/janhq/jan/releases/tag/v0.6.8).
--- a/docs/src/pages/docs/desktop/jan-models/jan-nano-128.mdx
+++ b/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/menloresearch/deep-research/issues)
+- **Issues**: [GitHub Repository](https://github.com/janhq/deep-research/issues)
 - **Discord**: Join our research community for tips and best practices
--- a/docs/src/pages/docs/server/architecture.mdx
+++ b/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/menloresearch/jan-server/main/docs/Architect.png)
+![System Architecture Diagram](https://raw.githubusercontent.com/janhq/jan-server/main/docs/Architect.png)

 ### Key Features
 - **OpenAI-Compatible API**: Full compatibility with OpenAI's chat completion API
--- a/docs/src/pages/docs/server/development.mdx
+++ b/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/menloresearch/jan-server/raw/main/apps/jan-api-gateway/docs/System_Design.png)
+![Domain Models Diagram](https://github.com/janhq/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/menloresearch/jan-server
+   git clone https://github.com/janhq/jan-server
   cd jan-server
   ```

--- a/docs/src/pages/docs/server/overview.mdx
+++ b/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/menloresearch/jan-server/main/docs/Architect.png)
+![System Architecture Diagram](https://raw.githubusercontent.com/janhq/jan-server/main/docs/Architect.png)
 ## Services

 ### Jan API Gateway
--- a/docs/src/pages/download.mdx
+++ b/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/menloresearch/jan/releases/latest')  
+  const resRelease = await fetch('https://api.github.com/repos/janhq/jan/releases/latest')  
  const release = await resRelease.json()

  return {
--- a/docs/src/pages/index.mdx
+++ b/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/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 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 repo = await resRepo.json()
  const latestRelease = await resReleaseLatest.json()
  const release = await resRelease.json()
--- a/docs/src/pages/post/benchmarking-nvidia-tensorrt-llm.mdx
+++ b/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/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).
+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).

 <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/menloresearch/jan) or via [Discord](https://discord.com/channels/1107178041848909847/1201832734704795688).
+  Bugs or feedback? Let us know on [GitHub](https://github.com/janhq/jan) or via [Discord](https://discord.com/channels/1107178041848909847/1201832734704795688).
 </Callout>

 <Callout type="info" >
--- a/docs/src/pages/post/deepresearch.mdx
+++ b/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/menloresearch/prompt-experiments).
+the providers above. You can refer to the reports generated [here](https://github.com/janhq/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/menloresearch/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/janhq/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/menloresearch/prompt-experiments/blob/main/OpenAI%20Deep%20Research.pdf) produced the most citation-heavy output with 134 references throughout 10 pages
+[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
 (albeit most of them being from the same source).

-[Perplexity](https://github.com/menloresearch/prompt-experiments/blob/main/Perplexity%20Deep%20Research.pdf) delivered the most actionable 6-page report that maximizes information
+[Perplexity](https://github.com/janhq/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/menloresearch/prompt-experiments/blob/main/Claude%20Deep%20Research.pdf) produced a comprehensive analysis that interestingly ignored the time constraint,
+[Claude](https://github.com/janhq/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/menloresearch/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/janhq/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/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.
+[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.

 ### Understanding Search Strategies

--- a/docs/src/pages/post/rag-is-not-enough.mdx
+++ b/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/menloresearch/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/janhq/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/menloresearch/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/janhq/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/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.
+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.

 ![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/menloresearch/open-foundry/blob/main/rag-is-not-enough/README.md).
+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).

 # References

--- a/docs/src/pages/post/run-gpt-oss-locally.mdx
+++ b/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/menloresearch/jan](https://github.com/menloresearch/jan)
+- View source code: [https://github.com/janhq/jan](https://github.com/janhq/jan)
 - Need help? Check our [local AI guide](/post/run-ai-models-locally) for beginners

 <CTABlog />
--- a/docs/src/pages/support.mdx
+++ b/docs/src/pages/support.mdx
@ -4,7 +4,7 @@ title: Support - Jan

 # Support

- Bugs & requests: file a GitHub ticket [here](https://github.com/menloresearch/jan/issues)
+- Bugs & requests: file a GitHub ticket [here](https://github.com/janhq/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
--- a/docs/theme.config.tsx
+++ b/docs/theme.config.tsx
@ -31,7 +31,7 @@ const config: DocsThemeConfig = {
      </div>
    </span>
  ),
-  docsRepositoryBase: 'https://github.com/menloresearch/jan/tree/dev/docs',
+  docsRepositoryBase: 'https://github.com/janhq/jan/tree/dev/docs',
  feedback: {
    content: 'Question? Give us feedback →',
    labels: 'feedback',
--- a/extensions/assistant-extension/README.md
+++ b/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/menloresearch/jan/blob/main/core/README.md).
+  [documentation](https://github.com/janhq/jan/blob/main/core/README.md).

 So, what are you waiting for? Go ahead and start customizing your extension!
--- a/extensions/llamacpp-extension/src/backend.ts
+++ b/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('menloresearch', 'llama.cpp')
+  const { releases } = await _fetchGithubReleases('janhq', '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: menloresearch's tags for llama.cpp builds are a bit different
+  // NOTE: janhq'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') {
@ -247,7 +247,7 @@ export async function downloadBackend(
  // Build URLs per source
  const backendUrl =
    source === 'github'
-      ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/llama-${version}-bin-${backend}.tar.gz`
+      ? `https://github.com/janhq/llama.cpp/releases/download/${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 +263,7 @@ export async function downloadBackend(
    downloadItems.push({
      url:
        source === 'github'
-          ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu11.7-x64.tar.gz`
+          ? `https://github.com/janhq/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 +272,7 @@ export async function downloadBackend(
    downloadItems.push({
      url:
        source === 'github'
-          ? `https://github.com/menloresearch/llama.cpp/releases/download/${version}/cudart-llama-bin-${platformName}-cu12.0-x64.tar.gz`
+          ? `https://github.com/janhq/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,
--- a/flatpak/ai.jan.Jan.metainfo.xml
+++ b/flatpak/ai.jan.Jan.metainfo.xml
@ -35,7 +35,7 @@
 </screenshots>

 <url type="homepage">https://jan.ai/</url>
-<url type="bugtracker">https://github.com/menloresearch/jan/issues</url>
+<url type="bugtracker">https://github.com/janhq/jan/issues</url>

 <content_rating type="oars-1.1" />

--- a/src-tauri/Cargo.toml
+++ b/src-tauri/Cargo.toml
@ -4,7 +4,7 @@ version = "0.6.599"
 description = "Use offline LLMs with your own data. Run open source models like Llama2 or Falcon on your internal computers/servers."
 authors = ["Jan <service@jan.ai>"]
 license = "MIT"
-repository = "https://github.com/menloresearch/jan"
+repository = "https://github.com/janhq/jan"
 edition = "2021"
 rust-version = "1.77.2"
 resolver = "2"
--- a/src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
+++ b/src-tauri/plugins/tauri-plugin-hardware/Cargo.toml
@ -4,7 +4,7 @@ version = "0.6.599"
 authors = ["Jan <service@jan.ai>"]
 description = "Tauri plugin for hardware information and GPU monitoring"
 license = "MIT"
-repository = "https://github.com/menloresearch/jan"
+repository = "https://github.com/janhq/jan"
 edition = "2021"
 rust-version = "1.77.2"
 exclude = ["/examples", "/dist-js", "/guest-js", "/node_modules"]
--- a/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
+++ b/src-tauri/plugins/tauri-plugin-llamacpp/Cargo.toml
@ -4,7 +4,7 @@ version = "0.6.599"
 authors = ["Jan <service@jan.ai>"]
 description = "Tauri plugin for managing Jan LlamaCpp server processes and model loading"
 license = "MIT"
-repository = "https://github.com/menloresearch/jan"
+repository = "https://github.com/janhq/jan"
 edition = "2021"
 rust-version = "1.77.2"
 exclude = ["/examples", "/dist-js", "/guest-js", "/node_modules"]
--- a/src-tauri/plugins/tauri-plugin-rag/Cargo.toml
+++ b/src-tauri/plugins/tauri-plugin-rag/Cargo.toml
@ -4,7 +4,7 @@ version = "0.1.0"
 authors = ["Jan <service@jan.ai>"]
 description = "Tauri plugin for RAG utilities (document parsing, types)"
 license = "MIT"
-repository = "https://github.com/menloresearch/jan"
+repository = "https://github.com/janhq/jan"
 edition = "2021"
 rust-version = "1.77.2"
 exclude = ["/examples", "/dist-js", "/guest-js", "/node_modules"]
--- a/src-tauri/plugins/tauri-plugin-vector-db/Cargo.toml
+++ b/src-tauri/plugins/tauri-plugin-vector-db/Cargo.toml
@ -4,7 +4,7 @@ version = "0.1.0"
 authors = ["Jan <service@jan.ai>"]
 description = "Tauri plugin for vector storage and similarity search"
 license = "MIT"
-repository = "https://github.com/menloresearch/jan"
+repository = "https://github.com/janhq/jan"
 edition = "2021"
 rust-version = "1.77.2"
 exclude = ["/examples", "/dist-js", "/guest-js", "/node_modules"]
--- a/src-tauri/tauri.conf.json
+++ b/src-tauri/tauri.conf.json
@ -72,7 +72,7 @@
    "updater": {
      "pubkey": "dW50cnVzdGVkIGNvbW1lbnQ6IG1pbmlzaWduIHB1YmxpYyBrZXk6IDJFNDEzMEVCMUEzNUFENDQKUldSRXJUVWE2ekJCTGc1Mm1BVXgrWmtES3huUlBFR0lCdG5qbWFvMzgyNDhGN3VTTko5Q1NtTW0K",
      "endpoints": [
-        "https://github.com/menloresearch/jan/releases/latest/download/latest.json"
+        "https://github.com/janhq/jan/releases/latest/download/latest.json"
      ],
      "windows": {
        "installMode": "passive"
--- a/web-app/src/containers/Capabilities.tsx
+++ b/web-app/src/containers/Capabilities.tsx
@ -10,6 +10,7 @@ import {
  IconAtom,
  IconWorld,
  IconCodeCircle2,
+  IconSparkles,
 } from '@tabler/icons-react'
 import { Fragment } from 'react/jsx-runtime'

@ -29,6 +30,8 @@ const Capabilities = ({ capabilities }: CapabilitiesProps) => {
          icon = <IconEye className="size-4" />
        } else if (capability === 'tools') {
          icon = <IconTool className="size-3.5" />
+        } else if (capability === 'proactive') {
+          icon = <IconSparkles className="size-3.5" />
        } else if (capability === 'reasoning') {
          icon = <IconAtom className="size-3.5" />
        } else if (capability === 'embeddings') {
@ -54,7 +57,11 @@ const Capabilities = ({ capabilities }: CapabilitiesProps) => {
                  </TooltipTrigger>
                  <TooltipContent>
                    <p>
-                      {capability === 'web_search' ? 'Web Search' : capability}
+                      {capability === 'web_search'
+                        ? 'Web Search'
+                        : capability === 'proactive'
+                        ? 'Proactive'
+                        : capability}
                    </p>
                  </TooltipContent>
                </Tooltip>
--- a/web-app/src/containers/LanguageSwitcher.tsx
+++ b/web-app/src/containers/LanguageSwitcher.tsx
@ -16,6 +16,8 @@ const LANGUAGES = [
  { value: 'zh-CN', label: '简体中文' },
  { value: 'zh-TW', label: '繁體中文' },
  { value: 'de-DE', label: 'Deutsch' },
+  { value: 'pt-BR', label: 'Português (Brasil)' },
+  { value: 'ja', label: '日本語' },
 ]

 export default function LanguageSwitcher() {
--- a/web-app/src/containers/ModelInfoHoverCard.tsx
+++ b/web-app/src/containers/ModelInfoHoverCard.tsx
@ -152,12 +152,19 @@ export const ModelInfoHoverCard = ({
          </div>

          {/* Features Section */}
-          {(model.num_mmproj > 0 || model.tools) && (
+          {(model.num_mmproj > 0 || model.tools || (model.num_mmproj > 0 && model.tools)) && (
            <div className="border-t border-main-view-fg/10 pt-3">
              <h5 className="text-xs font-medium text-main-view-fg/70 mb-2">
                Features
              </h5>
              <div className="flex flex-wrap gap-2">
+                {model.tools && (
+                  <div className="flex items-center gap-1.5 px-2 py-1 bg-main-view-fg/10 rounded-md">
+                    <span className="text-xs text-main-view-fg font-medium">
+                      Tools
+                    </span>
+                  </div>
+                )}
                {model.num_mmproj > 0 && (
                  <div className="flex items-center gap-1.5 px-2 py-1 bg-main-view-fg/10 rounded-md">
                    <span className="text-xs text-main-view-fg font-medium">
@ -165,10 +172,10 @@ export const ModelInfoHoverCard = ({
                    </span>
                  </div>
                )}
-                {model.tools && (
+                {model.num_mmproj > 0 && model.tools && (
                  <div className="flex items-center gap-1.5 px-2 py-1 bg-main-view-fg/10 rounded-md">
                    <span className="text-xs text-main-view-fg font-medium">
-                      Tools
+                      Proactive
                    </span>
                  </div>
                )}
--- a/web-app/src/containers/tests/Capabilities.test.tsx
+++ b/web-app/src/containers/tests/Capabilities.test.tsx
@ -0,0 +1,124 @@
+import { describe, it, expect, vi } from 'vitest'
+import { render, screen } from '@testing-library/react'
+import Capabilities from '../Capabilities'
+
+// Mock Tooltip components
+vi.mock('@/components/ui/tooltip', () => ({
+  Tooltip: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  TooltipContent: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  TooltipProvider: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  TooltipTrigger: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+}))
+
+// Mock Tabler icons
+vi.mock('@tabler/icons-react', () => ({
+  IconEye: () => <div data-testid="icon-eye">Eye Icon</div>,
+  IconTool: () => <div data-testid="icon-tool">Tool Icon</div>,
+  IconSparkles: () => <div data-testid="icon-sparkles">Sparkles Icon</div>,
+  IconAtom: () => <div data-testid="icon-atom">Atom Icon</div>,
+  IconWorld: () => <div data-testid="icon-world">World Icon</div>,
+  IconCodeCircle2: () => <div data-testid="icon-code">Code Icon</div>,
+}))
+
+describe('Capabilities', () => {
+  it('should render vision capability with eye icon', () => {
+    render(<Capabilities capabilities={['vision']} />)
+
+    const eyeIcon = screen.getByTestId('icon-eye')
+    expect(eyeIcon).toBeInTheDocument()
+  })
+
+  it('should render tools capability with tool icon', () => {
+    render(<Capabilities capabilities={['tools']} />)
+
+    const toolIcon = screen.getByTestId('icon-tool')
+    expect(toolIcon).toBeInTheDocument()
+  })
+
+  it('should render proactive capability with sparkles icon', () => {
+    render(<Capabilities capabilities={['proactive']} />)
+
+    const sparklesIcon = screen.getByTestId('icon-sparkles')
+    expect(sparklesIcon).toBeInTheDocument()
+  })
+
+  it('should render reasoning capability with atom icon', () => {
+    render(<Capabilities capabilities={['reasoning']} />)
+
+    const atomIcon = screen.getByTestId('icon-atom')
+    expect(atomIcon).toBeInTheDocument()
+  })
+
+  it('should render web_search capability with world icon', () => {
+    render(<Capabilities capabilities={['web_search']} />)
+
+    const worldIcon = screen.getByTestId('icon-world')
+    expect(worldIcon).toBeInTheDocument()
+  })
+
+  it('should render embeddings capability with code icon', () => {
+    render(<Capabilities capabilities={['embeddings']} />)
+
+    const codeIcon = screen.getByTestId('icon-code')
+    expect(codeIcon).toBeInTheDocument()
+  })
+
+  it('should render multiple capabilities', () => {
+    render(<Capabilities capabilities={['tools', 'vision', 'proactive']} />)
+
+    expect(screen.getByTestId('icon-tool')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-eye')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-sparkles')).toBeInTheDocument()
+  })
+
+  it('should render all capabilities in correct order', () => {
+    render(<Capabilities capabilities={['tools', 'vision', 'proactive', 'reasoning', 'web_search', 'embeddings']} />)
+
+    expect(screen.getByTestId('icon-tool')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-eye')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-sparkles')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-atom')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-world')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-code')).toBeInTheDocument()
+  })
+
+  it('should handle empty capabilities array', () => {
+    const { container } = render(<Capabilities capabilities={[]} />)
+
+    expect(container.querySelector('[data-testid^="icon-"]')).not.toBeInTheDocument()
+  })
+
+  it('should handle unknown capabilities gracefully', () => {
+    const { container } = render(<Capabilities capabilities={['unknown_capability']} />)
+
+    expect(container).toBeInTheDocument()
+  })
+
+  it('should display proactive tooltip with correct text', () => {
+    render(<Capabilities capabilities={['proactive']} />)
+
+    // The tooltip content should be 'Proactive'
+    expect(screen.getByTestId('icon-sparkles')).toBeInTheDocument()
+  })
+
+  it('should render proactive icon between tools/vision and reasoning', () => {
+    const { container } = render(<Capabilities capabilities={['tools', 'vision', 'proactive', 'reasoning']} />)
+
+    // All icons should be rendered
+    expect(screen.getByTestId('icon-tool')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-eye')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-sparkles')).toBeInTheDocument()
+    expect(screen.getByTestId('icon-atom')).toBeInTheDocument()
+
+    expect(container.querySelector('[data-testid="icon-sparkles"]')).toBeInTheDocument()
+  })
+
+  it('should apply correct CSS classes to proactive icon', () => {
+    render(<Capabilities capabilities={['proactive']} />)
+
+    const sparklesIcon = screen.getByTestId('icon-sparkles')
+    expect(sparklesIcon).toBeInTheDocument()
+    // Icon should have size-3.5 class (same as tools, reasoning, etc.)
+    expect(sparklesIcon.parentElement).toBeInTheDocument()
+  })
+})
--- a/web-app/src/containers/tests/ChatInput.test.tsx
+++ b/web-app/src/containers/tests/ChatInput.test.tsx
@ -437,4 +437,31 @@ describe('ChatInput', () => {
      expect(() => renderWithRouter()).not.toThrow()
    })
  })
+
+  describe('Proactive Mode', () => {
+    it('should render ChatInput with proactive capable model', async () => {
+      await act(async () => {
+        renderWithRouter()
+      })
+
+      expect(screen.getByTestId('chat-input')).toBeInTheDocument()
+    })
+
+    it('should handle proactive capability detection', async () => {
+      await act(async () => {
+        renderWithRouter()
+      })
+
+      expect(screen.getByTestId('chat-input')).toBeInTheDocument()
+    })
+
+    it('should work with models that have multiple capabilities', async () => {
+      await act(async () => {
+        renderWithRouter()
+      })
+
+      expect(screen.getByTestId('chat-input')).toBeInTheDocument()
+    })
+
+  })
 })
--- a/web-app/src/containers/tests/EditModel.test.tsx
+++ b/web-app/src/containers/tests/EditModel.test.tsx
@ -82,6 +82,7 @@ vi.mock('@tabler/icons-react', () => ({
  IconEye: () => <div data-testid="eye-icon" />,
  IconTool: () => <div data-testid="tool-icon" />,
  IconLoader2: () => <div data-testid="loader-icon" />,
+  IconSparkles: () => <div data-testid="sparkles-icon" />,
 }))

 describe('DialogEditModel - Basic Component Tests', () => {
@ -189,7 +190,7 @@ describe('DialogEditModel - Basic Component Tests', () => {
        {
          id: 'test-model.gguf',
          displayName: 'Test Model',
-          capabilities: ['vision', 'tools'],
+          capabilities: ['vision', 'tools', 'proactive'],
        },
      ],
      settings: [],
@ -226,7 +227,7 @@ describe('DialogEditModel - Basic Component Tests', () => {
        {
          id: 'test-model.gguf',
          displayName: 'Test Model',
-          capabilities: ['vision', 'tools', 'completion', 'embeddings', 'web_search', 'reasoning'],
+          capabilities: ['vision', 'tools', 'proactive', 'completion', 'embeddings', 'web_search', 'reasoning'],
        },
      ],
      settings: [],
@ -240,7 +241,7 @@ describe('DialogEditModel - Basic Component Tests', () => {
    )

    // Component should render without errors even with extra capabilities
-    // The capabilities helper should only extract vision and tools
+    // The capabilities helper should only extract vision, tools, and proactive
    expect(container).toBeInTheDocument()
  })
 })
--- a/web-app/src/containers/dialogs/EditModel.tsx
+++ b/web-app/src/containers/dialogs/EditModel.tsx
@ -17,6 +17,7 @@ import {
  IconTool,
  IconAlertTriangle,
  IconLoader2,
+  IconSparkles,
 } from '@tabler/icons-react'
 import { useState, useEffect } from 'react'
 import { useTranslation } from '@/i18n/react-i18next-compat'
@ -45,6 +46,7 @@ export const DialogEditModel = ({
  const [capabilities, setCapabilities] = useState<Record<string, boolean>>({
    vision: false,
    tools: false,
+    proactive: false,
  })

  // Initialize with the provided model ID or the first model if available
@ -67,6 +69,7 @@ export const DialogEditModel = ({
  const capabilitiesToObject = (capabilitiesList: string[]) => ({
    vision: capabilitiesList.includes('vision'),
    tools: capabilitiesList.includes('tools'),
+    proactive: capabilitiesList.includes('proactive'),
  })

  // Initialize capabilities and display name from selected model
@ -268,6 +271,23 @@ export const DialogEditModel = ({
                disabled={isLoading}
              />
            </div>
+
+            <div className="flex items-center justify-between">
+              <div className="flex items-center space-x-2">
+                <IconSparkles className="size-4 text-main-view-fg/70" />
+                <span className="text-sm">
+                  {t('providers:editModel.proactive')}
+                </span>
+              </div>
+              <Switch
+                id="proactive-capability"
+                checked={capabilities.proactive}
+                onCheckedChange={(checked) =>
+                  handleCapabilityChange('proactive', checked)
+                }
+                disabled={isLoading || !(capabilities.tools && capabilities.vision)}
+              />
+            </div>
          </div>
        </div>

--- a/web-app/src/hooks/tests/useChat.test.ts
+++ b/web-app/src/hooks/tests/useChat.test.ts
@ -170,6 +170,7 @@ vi.mock('@/lib/completion', () => ({
  sendCompletion: vi.fn(),
  postMessageProcessing: vi.fn(),
  isCompletionResponse: vi.fn(),
+  captureProactiveScreenshots: vi.fn(() => Promise.resolve([])),
 }))

 vi.mock('@/lib/messages', () => ({
@ -225,4 +226,26 @@ describe('useChat', () => {

    expect(result.current).toBeDefined()
  })
+
+  describe('Proactive Mode', () => {
+    it('should detect proactive mode when model has proactive capability', () => {
+      const { result } = renderHook(() => useChat())
+
+      expect(result.current).toBeDefined()
+      expect(typeof result.current).toBe('function')
+    })
+
+    it('should handle model with tools, vision, and proactive capabilities', () => {
+      const { result } = renderHook(() => useChat())
+
+      expect(result.current).toBeDefined()
+    })
+
+    it('should work with models that have proactive capability', () => {
+      const { result } = renderHook(() => useChat())
+
+      expect(result.current).toBeDefined()
+      expect(typeof result.current).toBe('function')
+    })
+  })
 })
--- a/web-app/src/hooks/tests/useReleaseNotes.test.ts
+++ b/web-app/src/hooks/tests/useReleaseNotes.test.ts
@ -65,7 +65,7 @@ describe('useReleaseNotes', () => {
      })

      expect(mockFetch).toHaveBeenCalledWith(
-        'https://api.github.com/repos/menloresearch/jan/releases'
+        'https://api.github.com/repos/janhq/jan/releases'
      )
      expect(result.current.loading).toBe(false)
      expect(result.current.error).toBe(null)
@ -292,7 +292,7 @@ describe('useReleaseNotes', () => {
          draft: false,
          body: 'Release notes',
          published_at: '2024-01-01T00:00:00Z',
-          html_url: 'https://github.com/menloresearch/jan/releases/tag/v1.5.0',
+          html_url: 'https://github.com/janhq/jan/releases/tag/v1.5.0',
          assets: [],
        },
      ]
--- a/web-app/src/hooks/useChat.ts
+++ b/web-app/src/hooks/useChat.ts
@ -16,6 +16,7 @@ import {
  newUserThreadContent,
  postMessageProcessing,
  sendCompletion,
+  captureProactiveScreenshots,
 } from '@/lib/completion'
 import { CompletionMessagesBuilder } from '@/lib/messages'
 import { renderInstructions } from '@/lib/instructionTemplate'
@ -419,6 +420,27 @@ export const useChat = () => {
            })
          : []

+        // Check if proactive mode is enabled
+        const isProactiveMode = selectedModel?.capabilities?.includes('proactive') ?? false
+
+        // Proactive mode: Capture initial screenshot/snapshot before first LLM call
+        if (isProactiveMode && availableTools.length > 0 && !abortController.signal.aborted) {
+          console.log('Proactive mode: Capturing initial screenshots before LLM call')
+          try {
+            const initialScreenshots = await captureProactiveScreenshots(abortController)
+
+            // Add initial screenshots to builder
+            for (const screenshot of initialScreenshots) {
+              // Generate unique tool call ID for initial screenshot
+              const proactiveToolCallId = `proactive_initial_${Date.now()}_${Math.random()}`
+              builder.addToolMessage(screenshot, proactiveToolCallId)
+              console.log('Initial proactive screenshot added to context')
+            }
+          } catch (e) {
+            console.warn('Failed to capture initial proactive screenshots:', e)
+          }
+        }
+
        let assistantLoopSteps = 0

        while (
@ -694,6 +716,10 @@ export const useChat = () => {
          )

          builder.addAssistantMessage(accumulatedText, undefined, toolCalls)
+
+          // Check if proactive mode is enabled for this model
+          const isProactiveMode = selectedModel?.capabilities?.includes('proactive') ?? false
+
          const updatedMessage = await postMessageProcessing(
            toolCalls,
            builder,
@ -701,7 +727,8 @@ export const useChat = () => {
            abortController,
            useToolApproval.getState().approvedTools,
            allowAllMCPPermissions ? undefined : showApprovalModal,
-            allowAllMCPPermissions
+            allowAllMCPPermissions,
+            isProactiveMode
          )
          addMessage(updatedMessage ?? finalContent)
          updateStreamingContent(emptyThreadContent)
--- a/web-app/src/hooks/useReleaseNotes.ts
+++ b/web-app/src/hooks/useReleaseNotes.ts
@ -25,7 +25,7 @@ export const useReleaseNotes = create<ReleaseState>((set) => ({
    set({ loading: true, error: null })
    try {
      const res = await fetch(
-        'https://api.github.com/repos/menloresearch/jan/releases'
+        'https://api.github.com/repos/janhq/jan/releases'
      )
      if (!res.ok) throw new Error('Failed to fetch releases')
      const releases = await res.json()
--- a/web-app/src/lib/tests/completion.test.ts
+++ b/web-app/src/lib/tests/completion.test.ts
@ -1,5 +1,5 @@
 import { describe, it, expect, vi, beforeEach } from 'vitest'
-import { 
+import {
  newUserThreadContent,
  newAssistantThreadContent,
  emptyThreadContent,
@ -8,7 +8,8 @@ import {
  stopModel,
  normalizeTools,
  extractToolCall,
-  postMessageProcessing
+  postMessageProcessing,
+  captureProactiveScreenshots
 } from '../completion'

 // Mock dependencies
@ -72,6 +73,54 @@ vi.mock('../extension', () => ({
  ExtensionManager: {},
 }))

+vi.mock('@/hooks/useServiceHub', () => ({
+  getServiceHub: vi.fn(() => ({
+    mcp: vi.fn(() => ({
+      getTools: vi.fn(() => Promise.resolve([])),
+      callToolWithCancellation: vi.fn(() => ({
+        promise: Promise.resolve({
+          content: [{ type: 'text', text: 'mock result' }],
+          error: '',
+        }),
+        cancel: vi.fn(),
+      })),
+    })),
+    rag: vi.fn(() => ({
+      getToolNames: vi.fn(() => Promise.resolve([])),
+      callTool: vi.fn(() => Promise.resolve({
+        content: [{ type: 'text', text: 'mock rag result' }],
+        error: '',
+      })),
+    })),
+  })),
+}))
+
+vi.mock('@/hooks/useAttachments', () => ({
+  useAttachments: {
+    getState: vi.fn(() => ({ enabled: true })),
+  },
+}))
+
+vi.mock('@/hooks/useAppState', () => ({
+  useAppState: {
+    getState: vi.fn(() => ({
+      setCancelToolCall: vi.fn(),
+    })),
+  },
+}))
+
+vi.mock('@/lib/platform/const', () => ({
+  PlatformFeatures: {
+    ATTACHMENTS: true,
+  },
+}))
+
+vi.mock('@/lib/platform/types', () => ({
+  PlatformFeature: {
+    ATTACHMENTS: 'ATTACHMENTS',
+  },
+}))
+
 describe('completion.ts', () => {
  beforeEach(() => {
    vi.clearAllMocks()
@ -187,4 +236,448 @@ describe('completion.ts', () => {
      expect(result.length).toBe(0)
    })
  })
+
+  describe('Proactive Mode - Browser MCP Tool Detection', () => {
+    // We need to access the private function, so we'll test it through postMessageProcessing
+    it('should detect browser tool names with "browser" prefix', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockGetTools = vi.fn(() => Promise.resolve([]))
+      const mockMcp = {
+        getTools: mockGetTools,
+        callToolWithCancellation: vi.fn(() => ({
+          promise: Promise.resolve({ content: [{ type: 'text', text: 'result' }], error: '' }),
+          cancel: vi.fn(),
+        }))
+      }
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => mockMcp,
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'browserbase_navigate', arguments: '{"url": "test.com"}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(
+        calls,
+        builder,
+        message,
+        abortController,
+        {},
+        undefined,
+        false,
+        true // isProactiveMode = true
+      )
+
+      // Verify tool was executed
+      expect(mockMcp.callToolWithCancellation).toHaveBeenCalled()
+    })
+
+    it('should detect browserbase tools', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockCallTool = vi.fn(() => ({
+        promise: Promise.resolve({ content: [{ type: 'text', text: 'result' }], error: '' }),
+        cancel: vi.fn(),
+      }))
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: () => Promise.resolve([]),
+          callToolWithCancellation: mockCallTool
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'browserbase_screenshot', arguments: '{}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(calls, builder, message, abortController, {}, undefined, false, true)
+
+      expect(mockCallTool).toHaveBeenCalled()
+    })
+
+    it('should detect multi_browserbase tools', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockCallTool = vi.fn(() => ({
+        promise: Promise.resolve({ content: [{ type: 'text', text: 'result' }], error: '' }),
+        cancel: vi.fn(),
+      }))
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: () => Promise.resolve([]),
+          callToolWithCancellation: mockCallTool
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'multi_browserbase_stagehand_navigate', arguments: '{}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(calls, builder, message, abortController, {}, undefined, false, true)
+
+      expect(mockCallTool).toHaveBeenCalled()
+    })
+
+    it('should not treat non-browser tools as browser tools', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockGetTools = vi.fn(() => Promise.resolve([]))
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: vi.fn(() => ({
+            promise: Promise.resolve({ content: [{ type: 'text', text: 'result' }], error: '' }),
+            cancel: vi.fn(),
+          }))
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'fetch_url', arguments: '{"url": "test.com"}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(calls, builder, message, abortController, {}, undefined, false, true)
+
+      // Proactive screenshots should not be called for non-browser tools
+      expect(mockGetTools).not.toHaveBeenCalled()
+    })
+  })
+
+  describe('Proactive Mode - Screenshot Capture', () => {
+    it('should capture screenshot and snapshot when available', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockScreenshotResult = {
+        content: [{ type: 'image', data: 'base64screenshot', mimeType: 'image/png' }],
+        error: '',
+      }
+      const mockSnapshotResult = {
+        content: [{ type: 'text', text: 'snapshot html' }],
+        error: '',
+      }
+
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'browserbase_screenshot', inputSchema: {} },
+        { name: 'browserbase_snapshot', inputSchema: {} }
+      ]))
+      const mockCallTool = vi.fn()
+        .mockReturnValueOnce({
+          promise: Promise.resolve(mockScreenshotResult),
+          cancel: vi.fn(),
+        })
+        .mockReturnValueOnce({
+          promise: Promise.resolve(mockSnapshotResult),
+          cancel: vi.fn(),
+        })
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        })
+      } as any)
+
+      const abortController = new AbortController()
+      const results = await captureProactiveScreenshots(abortController)
+
+      expect(results).toHaveLength(2)
+      expect(results[0]).toEqual(mockScreenshotResult)
+      expect(results[1]).toEqual(mockSnapshotResult)
+      expect(mockCallTool).toHaveBeenCalledTimes(2)
+    })
+
+    it('should handle missing screenshot tool gracefully', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'some_other_tool', inputSchema: {} }
+      ]))
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: vi.fn()
+        })
+      } as any)
+
+      const abortController = new AbortController()
+      const results = await captureProactiveScreenshots(abortController)
+
+      expect(results).toHaveLength(0)
+    })
+
+    it('should handle screenshot capture errors gracefully', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'browserbase_screenshot', inputSchema: {} }
+      ]))
+      const mockCallTool = vi.fn(() => ({
+        promise: Promise.reject(new Error('Screenshot failed')),
+        cancel: vi.fn(),
+      }))
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        })
+      } as any)
+
+      const abortController = new AbortController()
+      const results = await captureProactiveScreenshots(abortController)
+
+      // Should return empty array on error, not throw
+      expect(results).toHaveLength(0)
+    })
+
+    it('should respect abort controller', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'browserbase_screenshot', inputSchema: {} }
+      ]))
+      const mockCallTool = vi.fn(() => ({
+        promise: new Promise((resolve) => setTimeout(() => resolve({
+          content: [{ type: 'image', data: 'base64', mimeType: 'image/png' }],
+          error: '',
+        }), 100)),
+        cancel: vi.fn(),
+      }))
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        })
+      } as any)
+
+      const abortController = new AbortController()
+      abortController.abort()
+
+      const results = await captureProactiveScreenshots(abortController)
+
+      // Should not attempt to capture if already aborted
+      expect(results).toHaveLength(0)
+    })
+  })
+
+  describe('Proactive Mode - Screenshot Filtering', () => {
+    it('should filter out old image_url content from tool messages', () => {
+      const builder = {
+        messages: [
+          { role: 'user', content: 'Hello' },
+          {
+            role: 'tool',
+            content: [
+              { type: 'text', text: 'Tool result' },
+              { type: 'image_url', image_url: { url: 'data:image/png;base64,old' } }
+            ],
+            tool_call_id: 'old_call'
+          },
+          { role: 'assistant', content: 'Response' },
+        ]
+      }
+
+      expect(builder.messages).toHaveLength(3)
+    })
+  })
+
+  describe('Proactive Mode - Integration', () => {
+    it('should trigger proactive screenshots after browser tool execution', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+
+      const mockScreenshotResult = {
+        content: [{ type: 'image', data: 'proactive_screenshot', mimeType: 'image/png' }],
+        error: '',
+      }
+
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'browserbase_screenshot', inputSchema: {} }
+      ]))
+
+      let callCount = 0
+      const mockCallTool = vi.fn(() => {
+        callCount++
+        if (callCount === 1) {
+          // First call: the browser tool itself
+          return {
+            promise: Promise.resolve({
+              content: [{ type: 'text', text: 'navigated to page' }],
+              error: '',
+            }),
+            cancel: vi.fn(),
+          }
+        } else {
+          // Second call: proactive screenshot
+          return {
+            promise: Promise.resolve(mockScreenshotResult),
+            cancel: vi.fn(),
+          }
+        }
+      })
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'browserbase_navigate', arguments: '{"url": "test.com"}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(
+        calls,
+        builder,
+        message,
+        abortController,
+        {},
+        undefined,
+        false,
+        true
+      )
+
+      // Should have called: 1) browser tool, 2) getTools, 3) proactive screenshot
+      expect(mockCallTool).toHaveBeenCalledTimes(2)
+      expect(mockGetTools).toHaveBeenCalled()
+      expect(builder.addToolMessage).toHaveBeenCalledTimes(2)
+    })
+
+    it('should not trigger proactive screenshots when mode is disabled', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+
+      const mockGetTools = vi.fn(() => Promise.resolve([
+        { name: 'browserbase_screenshot', inputSchema: {} }
+      ]))
+
+      const mockCallTool = vi.fn(() => ({
+        promise: Promise.resolve({
+          content: [{ type: 'text', text: 'navigated' }],
+          error: '',
+        }),
+        cancel: vi.fn(),
+      }))
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'browserbase_navigate', arguments: '{}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(
+        calls,
+        builder,
+        message,
+        abortController,
+        {},
+        undefined,
+        false,
+        false
+      )
+
+      expect(mockCallTool).toHaveBeenCalledTimes(1)
+      expect(mockGetTools).not.toHaveBeenCalled()
+    })
+
+    it('should not trigger proactive screenshots for non-browser tools', async () => {
+      const { getServiceHub } = await import('@/hooks/useServiceHub')
+
+      const mockGetTools = vi.fn(() => Promise.resolve([]))
+      const mockCallTool = vi.fn(() => ({
+        promise: Promise.resolve({
+          content: [{ type: 'text', text: 'fetched data' }],
+          error: '',
+        }),
+        cancel: vi.fn(),
+      }))
+
+      vi.mocked(getServiceHub).mockReturnValue({
+        mcp: () => ({
+          getTools: mockGetTools,
+          callToolWithCancellation: mockCallTool
+        }),
+        rag: () => ({ getToolNames: () => Promise.resolve([]) })
+      } as any)
+
+      const calls = [{
+        id: 'call_1',
+        type: 'function' as const,
+        function: { name: 'fetch_url', arguments: '{"url": "test.com"}' }
+      }]
+      const builder = {
+        addToolMessage: vi.fn(),
+        getMessages: vi.fn(() => [])
+      } as any
+      const message = { thread_id: 'test-thread', metadata: {} } as any
+      const abortController = new AbortController()
+
+      await postMessageProcessing(
+        calls,
+        builder,
+        message,
+        abortController,
+        {},
+        undefined,
+        false,
+        true
+      )
+
+      expect(mockCallTool).toHaveBeenCalledTimes(1)
+      expect(mockGetTools).not.toHaveBeenCalled()
+    })
+  })
 })
--- a/web-app/src/lib/completion.ts
+++ b/web-app/src/lib/completion.ts
@ -26,18 +26,21 @@ import {
  ConfigOptions,
 } from 'token.js'

+import { getModelCapabilities } from '@/lib/models'
+
 // Extended config options to include custom fetch function
 type ExtendedConfigOptions = ConfigOptions & {
  fetch?: typeof fetch
 }
 import { ulid } from 'ulidx'
 import { MCPTool } from '@/types/completion'
-import { CompletionMessagesBuilder } from './messages'
+import { CompletionMessagesBuilder, ToolResult } from './messages'
 import { ChatCompletionMessageToolCall } from 'openai/resources'
 import { ExtensionManager } from './extension'
 import { useAppState } from '@/hooks/useAppState'
 import { injectFilesIntoPrompt } from './fileMetadata'
 import { Attachment } from '@/types/attachment'
+import { ModelCapabilities } from '@/types/models'

 export type ChatCompletionResponse =
  | chatCompletion
@ -232,10 +235,25 @@ export const sendCompletion = async (
  }

  // Inject RAG tools on-demand (not in global tools list)
+  const providerModelConfig = provider.models?.find(
+    (model) => model.id === thread.model?.id || model.model === thread.model?.id
+  )
+  const effectiveCapabilities = Array.isArray(
+    providerModelConfig?.capabilities
+  )
+    ? providerModelConfig?.capabilities ?? []
+    : getModelCapabilities(provider.provider, thread.model.id)
+  const modelSupportsTools = effectiveCapabilities.includes(
+    ModelCapabilities.TOOLS
+  )
  let usableTools = tools
  try {
    const attachmentsEnabled = useAttachments.getState().enabled
-    if (attachmentsEnabled && PlatformFeatures[PlatformFeature.ATTACHMENTS]) {
+    if (
+      attachmentsEnabled &&
+      PlatformFeatures[PlatformFeature.ATTACHMENTS] &&
+      modelSupportsTools
+    ) {
      const ragTools = await getServiceHub().rag().getTools().catch(() => [])
      if (Array.isArray(ragTools) && ragTools.length) {
        usableTools = [...tools, ...ragTools]
@ -378,6 +396,120 @@ export const extractToolCall = (
  return calls
 }

+/**
+ * Helper function to check if a tool call is a browser MCP tool
+ * @param toolName - The name of the tool
+ * @returns true if the tool is a browser-related MCP tool
+ */
+const isBrowserMCPTool = (toolName: string): boolean => {
+  const browserToolPrefixes = [
+    'browser',
+    'browserbase',
+    'browsermcp',
+    'multi_browserbase',
+  ]
+  return browserToolPrefixes.some((prefix) =>
+    toolName.toLowerCase().startsWith(prefix)
+  )
+}
+
+/**
+ * Helper function to capture screenshot and snapshot proactively
+ * @param abortController - The abort controller for cancellation
+ * @returns Promise with screenshot and snapshot results
+ */
+export const captureProactiveScreenshots = async (
+  abortController: AbortController
+): Promise<ToolResult[]> => {
+  const results: ToolResult[] = []
+
+  try {
+    // Get available tools
+    const allTools = await getServiceHub().mcp().getTools()
+
+    // Find screenshot and snapshot tools
+    const screenshotTool = allTools.find((t) =>
+      t.name.toLowerCase().includes('screenshot')
+    )
+    const snapshotTool = allTools.find((t) =>
+      t.name.toLowerCase().includes('snapshot')
+    )
+
+    // Capture screenshot if available
+    if (screenshotTool && !abortController.signal.aborted) {
+      try {
+        const { promise } = getServiceHub().mcp().callToolWithCancellation({
+          toolName: screenshotTool.name,
+          arguments: {},
+        })
+        const screenshotResult = await promise
+        if (screenshotResult && typeof screenshotResult !== 'string') {
+          results.push(screenshotResult as ToolResult)
+        }
+      } catch (e) {
+        console.warn('Failed to capture proactive screenshot:', e)
+      }
+    }
+
+    // Capture snapshot if available
+    if (snapshotTool && !abortController.signal.aborted) {
+      try {
+        const { promise } = getServiceHub().mcp().callToolWithCancellation({
+          toolName: snapshotTool.name,
+          arguments: {},
+        })
+        const snapshotResult = await promise
+        if (snapshotResult && typeof snapshotResult !== 'string') {
+          results.push(snapshotResult as ToolResult)
+        }
+      } catch (e) {
+        console.warn('Failed to capture proactive snapshot:', e)
+      }
+    }
+  } catch (e) {
+    console.error('Failed to get MCP tools for proactive capture:', e)
+  }
+
+  return results
+}
+
+/**
+ * Helper function to filter out old screenshot/snapshot images from builder messages
+ * Keeps only the latest proactive screenshots
+ * @param builder - The completion messages builder
+ */
+const filterOldProactiveScreenshots = (builder: CompletionMessagesBuilder) => {
+  const messages = builder.getMessages()
+  const filteredMessages: any[] = []
+
+  for (const msg of messages) {
+    if (msg.role === 'tool') {
+      // If it's a tool message with array content (multimodal)
+      if (Array.isArray(msg.content)) {
+        // Filter out images, keep text only for old tool messages
+        const textOnly = msg.content.filter(
+          (part: any) => part.type !== 'image_url'
+        )
+        if (textOnly.length > 0) {
+          filteredMessages.push({ ...msg, content: textOnly })
+        }
+      } else {
+        // Keep string content as-is
+        filteredMessages.push(msg)
+      }
+    } else {
+      // Keep all non-tool messages
+      filteredMessages.push(msg)
+    }
+  }
+
+  // Reconstruct builder with filtered messages
+  // Note: This is a workaround since CompletionMessagesBuilder doesn't have a setter
+  // We'll need to access the private messages array
+  // eslint-disable-next-line no-extra-semi
+  ;(builder as any).messages = filteredMessages
+}
+
 /**
 * @fileoverview Helper function to process the completion response.
 * @param calls
@ -387,6 +519,7 @@ export const extractToolCall = (
 * @param approvedTools
 * @param showModal
 * @param allowAllMCPPermissions
+ * @param isProactiveMode
 */
 export const postMessageProcessing = async (
  calls: ChatCompletionMessageToolCall[],
@ -399,7 +532,8 @@ export const postMessageProcessing = async (
    threadId: string,
    toolParameters?: object
  ) => Promise<boolean>,
-  allowAllMCPPermissions: boolean = false
+  allowAllMCPPermissions: boolean = false,
+  isProactiveMode: boolean = false
 ) => {
  // Handle completed tool calls
  if (calls.length) {
@ -455,6 +589,7 @@ export const postMessageProcessing = async (
      const toolName = toolCall.function.name
      const toolArgs = toolCall.function.arguments.length ? toolParameters : {}
      const isRagTool = ragToolNames.has(toolName)
+      const isBrowserTool = isBrowserMCPTool(toolName)

      // Auto-approve RAG tools (local/safe operations), require permission for MCP tools
      const approved = isRagTool
@ -543,7 +678,28 @@ export const postMessageProcessing = async (
          },
        ],
      }
-      builder.addToolMessage(result.content[0]?.text ?? '', toolCall.id)
+      builder.addToolMessage(result as ToolResult, toolCall.id)
+
+      // Proactive mode: Capture screenshot/snapshot after browser tool execution
+      if (isProactiveMode && isBrowserTool && !abortController.signal.aborted) {
+        console.log('Proactive mode: Capturing screenshots after browser tool call')
+
+        // Filter out old screenshots before adding new ones
+        filterOldProactiveScreenshots(builder)
+
+        // Capture new screenshots
+        const proactiveScreenshots = await captureProactiveScreenshots(abortController)
+
+        // Add proactive screenshots to builder
+        for (const screenshot of proactiveScreenshots) {
+          // Generate a unique tool call ID for the proactive screenshot
+          const proactiveToolCallId = ulid()
+          builder.addToolMessage(screenshot, proactiveToolCallId)
+
+          console.log('Proactive screenshot captured and added to context')
+        }
+      }
+
      // update message metadata
    }
    return message
--- a/web-app/src/lib/messages.ts
+++ b/web-app/src/lib/messages.ts
@ -1,3 +1,4 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
 import { ChatCompletionMessageParam } from 'token.js'
 import { ChatCompletionMessageToolCall } from 'openai/resources'
 import { ThreadMessage, ContentType } from '@janhq/core'
@ -6,6 +7,48 @@ import { removeReasoningContent } from '@/utils/reasoning'

 type ThreadContent = NonNullable<ThreadMessage['content']>[number]

+// Define a temporary type for the expected tool result shape (ToolResult as before)
+export type ToolResult = {
+  content: Array<{
+    type?: string
+    text?: string
+    data?: string
+    image_url?: { url: string; detail?: string }
+  }>
+  error?: string
+}
+
+// Helper function to convert the tool's output part into an API content part
+const convertToolPartToApiContentPart = (part: ToolResult['content'][0]) => {
+  if (part.text) {
+    return { type: 'text', text: part.text }
+  }
+
+  // Handle base64 image data
+  if (part.data) {
+    // Assume default image type, though a proper tool should return the mime type
+    const mimeType =
+      part.type === 'image' ? 'image/png' : part.type || 'image/png'
+    const dataUrl = `data:${mimeType};base64,${part.data}`
+
+    return {
+      type: 'image_url',
+      image_url: {
+        url: dataUrl,
+        detail: 'auto',
+      },
+    }
+  }
+
+  // Handle pre-formatted image URL
+  if (part.image_url) {
+    return { type: 'image_url', image_url: part.image_url }
+  }
+
+  // Fallback to text stringification for structured but unhandled data
+  return { type: 'text', text: JSON.stringify(part) }
+}
+
 /**
 * @fileoverview Helper functions for creating chat completion request.
 * These functions are used to create chat completion request objects
@ -26,7 +69,11 @@ export class CompletionMessagesBuilder {
        .map<ChatCompletionMessageParam>((msg) => {
          const param = this.toCompletionParamFromThread(msg)
          // In constructor context, normalize empty user text to a placeholder
-          if (param.role === 'user' && typeof param.content === 'string' && param.content === '') {
+          if (
+            param.role === 'user' &&
+            typeof param.content === 'string' &&
+            param.content === ''
+          ) {
            return { ...param, content: '.' }
          }
          return param
@ -35,7 +82,9 @@ export class CompletionMessagesBuilder {
  }

  // Normalize a ThreadMessage into a ChatCompletionMessageParam for Token.js
-  private toCompletionParamFromThread(msg: ThreadMessage): ChatCompletionMessageParam {
+  private toCompletionParamFromThread(
+    msg: ThreadMessage
+  ): ChatCompletionMessageParam {
    if (msg.role === 'assistant') {
      return {
        role: 'assistant',
@ -60,7 +109,10 @@ export class CompletionMessagesBuilder {
        if (part.type === ContentType.Image) {
          return {
            type: 'image_url' as const,
-            image_url: { url: part.image_url?.url || '', detail: part.image_url?.detail || 'auto' },
+            image_url: {
+              url: part.image_url?.url || '',
+              detail: part.image_url?.detail || 'auto',
+            },
          }
        }
        // Fallback for unknown content types
@ -110,13 +162,43 @@ export class CompletionMessagesBuilder {

  /**
   * Add a tool message to the messages array.
-   * @param content - The content of the tool message.
+   * @param content - The content of the tool message (string or ToolResult object).
   * @param toolCallId - The ID of the tool call associated with the message.
   */
-  addToolMessage(content: string, toolCallId: string) {
+  addToolMessage(result: string | ToolResult, toolCallId: string) {
+    let content: string | any[] = ''
+
+    // Handle simple string case
+    if (typeof result === 'string') {
+      content = result
+    } else {
+      // Check for multimodal content (more than just a simple text string)
+      const hasMultimodalContent = result.content?.some(
+        (p) => p.data || p.image_url
+      )
+
+      if (hasMultimodalContent) {
+        // Build the structured content array
+        content = result.content.map(convertToolPartToApiContentPart)
+      } else if (result.content?.[0]?.text) {
+        // Standard text case
+        content = result.content[0].text
+      } else if (result.error) {
+        // Error case
+        content = `Tool execution failed: ${result.error}`
+      } else {
+        // Fallback: serialize the whole result structure if content is unexpected
+        try {
+          content = JSON.stringify(result)
+        } catch {
+          content = 'Tool call completed, unexpected output format.'
+        }
+      }
+    }
    this.messages.push({
      role: 'tool',
-      content: content,
+      // for role 'tool',  need to use 'as ChatCompletionMessageParam'
+      content: content as any,
      tool_call_id: toolCallId,
    })
  }
--- a/web-app/src/locales/de-DE/common.json
+++ b/web-app/src/locales/de-DE/common.json
@ -80,6 +80,7 @@
  "tools": "Werkzeuge",
  "webSearch": "Web Suche",
  "reasoning": "Argumentation",
+  "proactive": "Proaktiv",
  "selectAModel": "Wähle ein Modell",
  "noToolsAvailable": "Keine Werkzeuge verfügbar",
  "noModelsFoundFor": "Keine Modelle gefunden zu \"{{searchValue}}\"",
--- a/web-app/src/locales/de-DE/providers.json
+++ b/web-app/src/locales/de-DE/providers.json
@ -61,6 +61,7 @@
    "capabilities": "Fähigkeiten",
    "tools": "Werkzeuge",
    "vision": "Vision",
+    "proactive": "Proaktiv (Experimentell)",
    "embeddings": "Einbettungen",
    "notAvailable": "Noch nicht verfügbar",
    "warning": {
--- a/web-app/src/locales/en/common.json
+++ b/web-app/src/locales/en/common.json
@ -81,6 +81,7 @@
  "tools": "Tools",
  "webSearch": "Web Search",
  "reasoning": "Reasoning",
+  "proactive": "Proactive",
  "selectAModel": "Select a model",
  "noToolsAvailable": "No tools available",
  "noModelsFoundFor": "No models found for \"{{searchValue}}\"",
--- a/web-app/src/locales/en/providers.json
+++ b/web-app/src/locales/en/providers.json
@ -61,6 +61,7 @@
    "capabilities": "Capabilities",
    "tools": "Tools",
    "vision": "Vision",
+    "proactive": "Proactive (Experimental)",
    "embeddings": "Embeddings",
    "notAvailable": "Not available yet",
    "warning": {
--- a/web-app/src/locales/id/common.json
+++ b/web-app/src/locales/id/common.json
@ -80,6 +80,7 @@
  "tools": "Alat",
  "webSearch": "Pencarian Web",
  "reasoning": "Penalaran",
+  "proactive": "Proaktif",
  "selectAModel": "Pilih model",
  "noToolsAvailable": "Tidak ada alat yang tersedia",
  "noModelsFoundFor": "Tidak ada model yang ditemukan untuk \"{{searchValue}}\"",
--- a/web-app/src/locales/id/providers.json
+++ b/web-app/src/locales/id/providers.json
@ -61,6 +61,7 @@
    "capabilities": "Kemampuan",
    "tools": "Alat",
    "vision": "Visi",
+    "proactive": "Proaktif (Eksperimental)",
    "embeddings": "Embedding",
    "notAvailable": "Belum tersedia",
    "warning": {
--- a/web-app/src/locales/ja/assistants.json
+++ b/web-app/src/locales/ja/assistants.json
@ -0,0 +1,35 @@
+{
+  "title": "アシスタント",
+  "editAssistant": "アシスタントを編集",
+  "deleteAssistant": "アシスタントを削除",
+  "deleteConfirmation": "アシスタントを削除",
+  "deleteConfirmationDesc": "本当にこのアシスタントを削除しますか？この操作は元に戻せません。",
+  "cancel": "キャンセル",
+  "delete": "削除",
+  "addAssistant": "アシスタントを追加",
+  "emoji": "絵文字",
+  "name": "名前",
+  "enterName": "名前を入力",
+  "nameRequired": "名前は必須です",
+  "description": "説明（任意）",
+  "enterDescription": "説明を入力",
+  "instructions": "指示",
+  "enterInstructions": "指示を入力",
+  "predefinedParameters": "事前定義されたパラメータ",
+  "parameters": "パラメータ",
+  "key": "キー",
+  "value": "値",
+  "stringValue": "文字列",
+  "numberValue": "数値",
+  "booleanValue": "ブール値",
+  "jsonValue": "JSON",
+  "trueValue": "真",
+  "falseValue": "偽",
+  "jsonValuePlaceholder": "JSON値",
+  "save": "保存",
+  "createNew": "新しいアシスタントを作成",
+  "personality": "個性",
+  "capabilities": "機能",
+  "instructionsDateHint": "ヒント: {{current_date}} を使用して今日の日付を挿入します。",
+  "maxToolSteps": "最大ツールステップ数"
+}
--- a/web-app/src/locales/ja/chat.json
+++ b/web-app/src/locales/ja/chat.json
@ -0,0 +1,12 @@
+{
+  "welcome": "こんにちは、何かお手伝いできることはありますか？",
+  "description": "今日はどのようなご用件でしょうか？",
+  "temporaryChat": "一時的なチャット",
+  "temporaryChatDescription": "チャット履歴に保存されない一時的な会話を開始します。",
+  "status": {
+    "empty": "チャットが見つかりません"
+  },
+  "sendMessage": "メッセージを送信",
+  "newConversation": "新しい会話",
+  "clearHistory": "履歴を消去"
+}
--- a/web-app/src/locales/ja/common.json
+++ b/web-app/src/locales/ja/common.json
@ -0,0 +1,367 @@
+{
+  "assistants": "アシスタント",
+  "hardware": "ハードウェア",
+  "mcp-servers": "MCPサーバー",
+  "local_api_server": "ローカルAPIサーバー",
+  "https_proxy": "HTTPSプロキシ",
+  "extensions": "拡張機能",
+  "general": "全般",
+  "settings": "設定",
+  "modelProviders": "モデルプロバイダー",
+  "appearance": "外観",
+  "privacy": "プライバシー",
+  "keyboardShortcuts": "ショートカット",
+  "newChat": "新しいチャット",
+  "favorites": "お気に入り",
+  "recents": "最近の項目",
+  "hub": "ハブ",
+  "helpSupport": "ヘルプとサポート",
+  "helpUsImproveJan": "Janの改善にご協力ください",
+  "unstarAll": "すべてのスターを解除",
+  "unstar": "スターを解除",
+  "deleteAll": "すべて削除",
+  "star": "スターを付ける",
+  "rename": "名前を変更",
+  "delete": "削除",
+  "copied": "コピーしました！",
+  "dataFolder": "データフォルダ",
+  "others": "その他",
+  "language": "言語",
+  "login": "ログイン",
+  "loginWith": "{{provider}}でログイン",
+  "loginFailed": "ログインに失敗しました",
+  "logout": "ログアウト",
+  "loggingOut": "ログアウト中...",
+  "loggedOut": "正常にログアウトしました",
+  "logoutFailed": "ログアウトに失敗しました",
+  "profile": "プロフィール",
+  "reset": "リセット",
+  "search": "検索",
+  "name": "名前",
+  "cancel": "キャンセル",
+  "create": "作成",
+  "save": "保存",
+  "edit": "編集",
+  "copy": "コピー",
+  "back": "戻る",
+  "close": "閉じる",
+  "next": "次へ",
+  "finish": "完了",
+  "skip": "スキップ",
+  "allow": "許可",
+  "deny": "拒否",
+  "start": "開始",
+  "stop": "停止",
+  "preview": "プレビュー",
+  "compactWidth": "コンパクト幅",
+  "fullWidth": "全幅",
+  "dark": "ダーク",
+  "light": "ライト",
+  "system": "システム",
+  "auto": "自動",
+  "english": "英語",
+  "medium": "中",
+  "newThread": "新しいスレッド",
+  "noResultsFound": "結果が見つかりません",
+  "noThreadsYet": "スレッドはまだありません",
+  "noThreadsYetDesc": "新しい会話を始めると、ここにスレッドの履歴が表示されます。",
+  "downloads": "ダウンロード",
+  "downloading": "ダウンロード中",
+  "cancelDownload": "ダウンロードをキャンセル",
+  "downloadCancelled": "ダウンロードがキャンセルされました",
+  "downloadComplete": "ダウンロード完了",
+  "thinking": "考え中...",
+  "thought": "思考",
+  "callingTool": "ツールを呼び出し中",
+  "completed": "完了",
+  "image": "画像",
+  "vision": "画像認識",
+  "embeddings": "埋め込み",
+  "tools": "ツール",
+  "webSearch": "ウェブ検索",
+  "reasoning": "推論",
+  "selectAModel": "モデルを選択",
+  "noToolsAvailable": "利用可能なツールはありません",
+  "noModelsFoundFor": "\"{{searchValue}}\"に一致するモデルが見つかりません",
+  "failedToLoadModels": "モデルの読み込みに失敗しました",
+  "noModels": "モデルが見つかりません",
+  "customAvatar": "カスタムアバター",
+  "editAssistant": "アシスタントを編集",
+  "jan": "Jan",
+  "metadata": "メタデータ",
+  "regenerate": "再生成",
+  "threadImage": "スレッド画像",
+  "editMessage": "メッセージを編集",
+  "deleteMessage": "メッセージを削除",
+  "deleteThread": "スレッドを削除",
+  "renameThread": "スレッド名を変更",
+  "threadTitle": "スレッドのタイトル",
+  "deleteAllThreads": "すべてのスレッドを削除",
+  "allThreadsUnfavorited": "すべてのスレッドのお気に入りを解除しました",
+  "deleteAllThreadsConfirm": "本当にすべてのスレッドを削除しますか？この操作は元に戻せません。",
+  "addProvider": "プロバイダーを追加",
+  "addOpenAIProvider": "OpenAIプロバイダーを追加",
+  "enterNameForProvider": "プロバイダーの名前を入力してください",
+  "providerAlreadyExists": "プロバイダー名「{{name}}」はすでに存在します。別の名前を選択してください。",
+  "adjustFontSize": "フォントサイズを調整",
+  "changeLanguage": "言語を変更",
+  "editTheme": "テーマを編集",
+  "editCodeBlockStyle": "コードブロックのスタイルを編集",
+  "editServerHost": "サーバーホストを編集",
+  "pickColorWindowBackground": "ウィンドウの背景色を選択",
+  "pickColorAppMainView": "アプリのメインビューの色を選択",
+  "pickColorAppPrimary": "アプリのプライマリカラーを選択",
+  "pickColorAppAccent": "アプリのアクセントカラーを選択",
+  "pickColorAppDestructive": "アプリの破壊的アクションの色を選択",
+  "apiKeyRequired": "APIキーが必要です",
+  "enterTrustedHosts": "信頼できるホストを入力してください",
+  "placeholder": {
+    "chatInput": "何でも聞いてください..."
+  },
+  "confirm": "確認",
+  "continue": "続ける",
+  "loading": "読み込み中...",
+  "error": "エラー",
+  "success": "成功",
+  "warning": "警告",
+  "conversationNotAvailable": "会話を利用できません",
+  "conversationNotAvailableDescription": "アクセスしようとしている会話は利用できないか、削除されています。",
+  "temporaryChat": "一時的なチャット",
+  "temporaryChatTooltip": "一時的なチャットは履歴に表示されません",
+  "noResultsFoundDesc": "検索に一致するチャットが見つかりませんでした。別のキーワードをお試しください。",
+  "searchModels": "モデルを検索...",
+  "searchStyles": "スタイルを検索...",
+  "createAssistant": "アシスタントを作成",
+  "enterApiKey": "APIキーを入力",
+  "scrollToBottom": "一番下までスクロール",
+  "generateAiResponse": "AIの応答を生成",
+  "addModel": {
+    "title": "モデルを追加",
+    "modelId": "モデルID",
+    "enterModelId": "モデルIDを入力",
+    "addModel": "モデルを追加",
+    "description": "プロバイダーに新しいモデルを追加します",
+    "exploreModels": "プロバイダーのモデルリストを見る"
+  },
+  "mcpServers": {
+    "editServer": "サーバーを編集",
+    "addServer": "サーバーを追加",
+    "serverName": "サーバー名",
+    "enterServerName": "サーバー名を入力",
+    "command": "コマンド",
+    "enterCommand": "コマンドを入力",
+    "arguments": "引数",
+    "argument": "引数 {{index}}",
+    "envVars": "環境変数",
+    "key": "キー",
+    "value": "値",
+    "save": "保存"
+  },
+  "deleteServer": {
+    "title": "サーバーを削除",
+    "delete": "削除"
+  },
+  "editJson": {
+    "errorParse": "JSONの解析に失敗しました",
+    "errorPaste": "JSONの貼り付けに失敗しました",
+    "errorFormat": "無効なJSON形式です",
+    "titleAll": "すべてのサーバー構成を編集",
+    "placeholder": "JSON構成を入力...",
+    "save": "保存"
+  },
+  "editModel": {
+    "title": "モデルを編集: {{modelId}}",
+    "description": "以下のオプションを切り替えて、モデルの機能を設定します。",
+    "capabilities": "機能",
+    "tools": "ツール",
+    "vision": "画像認識",
+    "embeddings": "埋め込み",
+    "notAvailable": "まだ利用できません"
+  },
+  "outOfContextError": {
+    "truncateInput": "入力を切り詰める",
+    "title": "コンテキストエラー",
+    "description": "このチャットはAIのメモリ制限に近づいています。ホワイトボードがいっぱいになるようなものです。メモリウィンドウ（コンテキストサイズ）を拡張して記憶容量を増やすことができますが、コンピュータのメモリ使用量が増える可能性があります。また、入力を切り詰めることもできます。これは、新しいメッセージのためのスペースを確保するために、チャット履歴の一部を忘れることを意味します。",
+    "increaseContextSizeDescription": "コンテキストサイズを増やしますか？",
+    "increaseContextSize": "コンテキストサイズを増やす"
+  },
+  "toolApproval": {
+    "title": "ツール権限のリクエスト",
+    "description": "アシスタントは<strong>{{toolName}}</strong>を使用しようとしています",
+    "securityNotice": "信頼できるツールのみを許可してください。ツールはあなたのシステムやデータにアクセスする可能性があります。",
+    "deny": "拒否",
+    "allowOnce": "一度だけ許可",
+    "alwaysAllow": "常に許可"
+  },
+  "deleteModel": {
+    "title": "モデルを削除: {{modelId}}",
+    "description": "本当にこのモデルを削除しますか？この操作は元に戻せません。",
+    "success": "モデル {{modelId}} は完全に削除されました。",
+    "cancel": "キャンセル",
+    "delete": "削除"
+  },
+  "deleteProvider": {
+    "title": "プロバイダーを削除",
+    "description": "このプロバイダーとすべてのモデルを削除します。この操作は元に戻せません。",
+    "success": "プロバイダー {{provider}} は完全に削除されました。",
+    "confirmTitle": "プロバイダーを削除: {{provider}}",
+    "confirmDescription": "本当にこのプロバイダーを削除しますか？この操作は元に戻せません。",
+    "cancel": "キャンセル",
+    "delete": "削除"
+  },
+  "modelSettings": {
+    "title": "モデル設定 - {{modelId}}",
+    "description": "パフォーマンスと動作を最適化するためにモデル設定を構成します。"
+  },
+  "dialogs": {
+    "changeDataFolder": {
+      "title": "データフォルダの場所を変更",
+      "description": "本当にデータフォルダの場所を変更しますか？これにより、すべてのデータが新しい場所に移動し、アプリケーションが再起動します。",
+      "currentLocation": "現在の場所:",
+      "newLocation": "新しい場所:",
+      "cancel": "キャンセル",
+      "changeLocation": "場所を変更"
+    },
+    "deleteAllThreads": {
+      "title": "すべてのスレッドを削除",
+      "description": "すべてのスレッドが削除されます。この操作は元に戻せません。"
+    },
+    "deleteThread": {
+      "description": "本当にこのスレッドを削除しますか？この操作は元に戻せません。"
+    },
+    "editMessage": {
+      "title": "メッセージを編集"
+    },
+    "messageMetadata": {
+      "title": "メッセージメタデータ"
+    }
+  },
+  "projects": {
+    "title": "プロジェクト",
+    "addProject": "プロジェクトを追加",
+    "addToProject": "プロジェクトに追加",
+    "removeFromProject": "プロジェクトから削除",
+    "createNewProject": "新しいプロジェクトを作成",
+    "editProject": "プロジェクトを編集",
+    "deleteProject": "プロジェクトを削除",
+    "projectName": "プロジェクト名",
+    "enterProjectName": "プロジェクト名を入力...",
+    "noProjectsAvailable": "利用可能なプロジェクトはありません",
+    "noProjectsYet": "プロジェクトはまだありません",
+    "noProjectsYetDesc": "「プロジェクトを追加」ボタンをクリックして、新しいプロジェクトを開始してください。",
+    "projectNotFound": "プロジェクトが見つかりません",
+    "projectNotFoundDesc": "お探しのプロジェクトは存在しないか、削除されています。",
+    "deleteProjectDialog": {
+      "title": "プロジェクトを削除",
+      "description": "本当にこのプロジェクトを削除しますか？この操作は元に戻せません。",
+      "deleteButton": "削除",
+      "successWithName": "プロジェクト「{{projectName}}」を正常に削除しました",
+      "successWithoutName": "プロジェクトを正常に削除しました",
+      "error": "プロジェクトの削除に失敗しました。もう一度お試しください。",
+      "ariaLabel": "{{projectName}}を削除"
+    },
+    "addProjectDialog": {
+      "createTitle": "新しいプロジェクトを作成",
+      "editTitle": "プロジェクトを編集",
+      "nameLabel": "プロジェクト名",
+      "namePlaceholder": "プロジェクト名を入力...",
+      "createButton": "作成",
+      "updateButton": "更新",
+      "alreadyExists": "プロジェクト「{{projectName}}」はすでに存在します",
+      "createSuccess": "プロジェクト「{{projectName}}」を正常に作成しました",
+      "renameSuccess": "プロジェクト名を「{{oldName}}」から「{{newName}}」に正常に変更しました"
+    },
+    "noConversationsIn": "{{projectName}}には会話がありません",
+    "startNewConversation": "以下で{{projectName}}との新しい会話を開始します",
+    "conversationsIn": "{{projectName}}での会話",
+    "conversationsDescription": "会話をクリックしてチャットを続けるか、以下で新しい会話を開始してください。",
+    "thread": "スレッド",
+    "threads": "スレッド",
+    "updated": "更新日時:",
+    "collapseThreads": "スレッドを折りたたむ",
+    "expandThreads": "スレッドを展開する",
+    "update": "更新"
+  },
+  "toast": {
+    "allThreadsUnfavorited": {
+      "title": "すべてのスレッドのお気に入りを解除しました",
+      "description": "すべてのスレッドがお気に入りから削除されました。"
+    },
+    "deleteAllThreads": {
+      "title": "すべてのスレッドを削除",
+      "description": "すべてのスレッドが完全に削除されました。"
+    },
+    "renameThread": {
+      "title": "スレッド名を変更",
+      "description": "スレッドのタイトルが「{{title}}」に変更されました"
+    },
+    "deleteThread": {
+      "title": "スレッドを削除",
+      "description": "このスレッドは完全に削除されました。"
+    },
+    "editMessage": {
+      "title": "メッセージを編集",
+      "description": "メッセージは正常に編集されました。モデルの応答をお待ちください。"
+    },
+    "appUpdateDownloaded": {
+      "title": "アプリの更新をダウンロードしました",
+      "description": "アプリの更新は正常にダウンロードされました。"
+    },
+    "appUpdateDownloadFailed": {
+      "title": "アプリの更新のダウンロードに失敗しました",
+      "description": "アプリの更新のダウンロードに失敗しました。もう一度お試しください。"
+    },
+    "downloadComplete": {
+      "title": "ダウンロード完了",
+      "description": "{{item}}がダウンロードされました"
+    },
+    "downloadCancelled": {
+      "title": "ダウンロードがキャンセルされました",
+      "description": "ダウンロード処理はキャンセルされました"
+    },
+    "downloadFailed": {
+      "title": "ダウンロードに失敗しました",
+      "description": "{{item}}のダウンロードに失敗しました"
+    },
+    "modelValidationStarted": {
+      "title": "モデルを検証中",
+      "description": "ダウンロードしたモデル「{{modelId}}」を正常に完了しました。整合性を検証しています..."
+    },
+    "modelValidationFailed": {
+      "title": "モデルの検証に失敗しました",
+      "description": "ダウンロードしたモデル「{{modelId}}」は整合性検証に失敗し、削除されました。ファイルが破損または改ざんされている可能性があります。"
+    },
+    "downloadAndVerificationComplete": {
+      "title": "ダウンロード完了",
+      "description": "モデル「{{item}}」は正常にダウンロードおよび検証されました"
+    },
+    "projectCreated": {
+      "title": "プロジェクトが作成されました",
+      "description": "プロジェクト「{{projectName}}」は正常に作成されました"
+    },
+    "projectRenamed": {
+      "title": "プロジェクト名が変更されました",
+      "description": "プロジェクト名は「{{oldName}}」から「{{newName}}」に正常に変更されました"
+    },
+    "projectDeleted": {
+      "title": "プロジェクトが削除されました",
+      "description": "プロジェクト「{{projectName}}」は正常に削除されました"
+    },
+    "projectAlreadyExists": {
+      "title": "プロジェクトはすでに存在します",
+      "description": "プロジェクト「{{projectName}}」はすでに存在します"
+    },
+    "projectDeleteFailed": {
+      "title": "削除に失敗しました",
+      "description": "プロジェクトの削除に失敗しました。もう一度お試しください。"
+    },
+    "threadAssignedToProject": {
+      "title": "スレッドが割り当てられました",
+      "description": "スレッドは「{{projectName}}」に正常に割り当てられました"
+    },
+    "threadRemovedFromProject": {
+      "title": "スレッドが削除されました",
+      "description": "スレッドは「{{projectName}}」から正常に削除されました"
+    }
+  }
+}
--- a/web-app/src/locales/ja/hub.json
+++ b/web-app/src/locales/ja/hub.json
@ -0,0 +1,31 @@
+{
+  "sortNewest": "新着順",
+  "sortMostDownloaded": "ダウンロード数順",
+  "use": "使用",
+  "download": "ダウンロード",
+  "downloaded": "ダウンロード済み",
+  "loadingModels": "モデルを読み込み中...",
+  "noModels": "モデルが見つかりません",
+  "by": "作成者",
+  "downloads": "ダウンロード",
+  "variants": "バリアント",
+  "showVariants": "バリアントを表示",
+  "useModel": "このモデルを使用",
+  "downloadModel": "モデルをダウンロード",
+  "tools": "ツール",
+  "searchPlaceholder": "Hugging Faceでモデルを検索...",
+  "joyride": {
+    "recommendedModelTitle": "おすすめのモデル",
+    "recommendedModelContent": "さまざまなプロバイダーの強力なAIモデルを1か所で閲覧、ダウンロードできます。まずは、関数呼び出し、ツール統合、および研究機能に最適化されたモデルであるJan-Nanoから始めることをお勧めします。インタラクティブなAIエージェントの構築に最適です。",
+    "downloadInProgressTitle": "ダウンロード進行中",
+    "downloadInProgressContent": "モデルは現在ダウンロード中です。ここで進行状況を確認できます。完了すると、使用できるようになります。",
+    "downloadModelTitle": "モデルをダウンロード",
+    "downloadModelContent": "「ダウンロード」ボタンをクリックして、モデルのダウンロードを開始します。",
+    "back": "戻る",
+    "close": "閉じる",
+    "lastWithDownload": "ダウンロード",
+    "last": "完了",
+    "next": "次へ",
+    "skip": "スキップ"
+  }
+}
--- a/web-app/src/locales/ja/logs.json
+++ b/web-app/src/locales/ja/logs.json
@ -0,0 +1,3 @@
+{
+  "noLogs": "利用可能なログはありません"
+}
--- a/web-app/src/locales/ja/mcp-servers.json
+++ b/web-app/src/locales/ja/mcp-servers.json
@ -0,0 +1,47 @@
+{
+  "editServer": "MCPサーバーを編集",
+  "addServer": "MCPサーバーを追加",
+  "serverName": "サーバー名",
+  "enterServerName": "サーバー名を入力",
+  "command": "コマンド",
+  "enterCommand": "コマンドを入力 (uvx または npx)",
+  "arguments": "引数",
+  "argument": "引数 {{index}}",
+  "envVars": "環境変数",
+  "key": "キー",
+  "value": "値",
+  "save": "保存",
+  "status": "ステータス",
+  "connected": "接続済み",
+  "disconnected": "切断済み",
+  "deleteServer": {
+    "title": "MCPサーバーを削除",
+    "description": "本当にMCPサーバー {{serverName}} を削除しますか？この操作は元に戻せません。",
+    "delete": "削除",
+    "success": "MCPサーバー {{serverName}} を正常に削除しました"
+  },
+  "editJson": {
+    "title": "MCPサーバーのJSONを編集: {{serverName}}",
+    "titleAll": "すべてのMCPサーバーのJSONを編集",
+    "placeholder": "JSON構成を入力",
+    "errorParse": "初期データの解析に失敗しました",
+    "errorPaste": "貼り付けたコンテンツのJSON形式が無効です",
+    "errorFormat": "無効なJSON形式です",
+    "errorServerName": "サーバー名は必須であり、空にすることはできません",
+    "errorMissingServerNameKey": "JSONは {\"serverName\": {config}} のように構成する必要があります - サーバー名のキーがありません",
+    "errorInvalidType": "サーバー '{{serverName}}' のタイプ '{{type}}' が無効です。タイプは 'stdio'、'http'、または 'sse' である必要があります",
+    "save": "保存"
+  },
+  "checkParams": "チュートリアルに従ってパラメータを確認してください。",
+  "title": "MCPサーバー",
+  "experimental": "実験的",
+  "editAllJson": "すべてのサーバーのJSONを編集",
+  "findMore": "その他のMCPサーバーは以下で検索してください",
+  "allowPermissions": "すべてのMCPツール権限を許可",
+  "allowPermissionsDesc": "有効にすると、すべてのMCPツール呼び出しは許可ダイアログを表示せずに自動的に承認されます。この設定は、新しいチャットを含むすべての会話にグローバルに適用されます。",
+  "noServers": "MCPサーバーが見つかりません",
+  "args": "引数",
+  "env": "環境変数",
+  "serverStatusActive": "サーバー {{serverKey}} が正常にアクティブ化されました",
+  "serverStatusInactive": "サーバー {{serverKey}} が正常に非アクティブ化されました"
+}
--- a/web-app/src/locales/ja/model-errors.json
+++ b/web-app/src/locales/ja/model-errors.json
@ -0,0 +1,7 @@
+{
+  "title": "コンテキストエラー",
+  "description": "このチャットはAIのメモリ制限に近づいています。ホワイトボードがいっぱいになるようなものです。メモリウィンドウ（コンテキストサイズ）を拡張して記憶容量を増やすことができますが、コンピュータのメモリ使用量が増える可能性があります。また、入力を切り詰めることもできます。これは、新しいメッセージのためのスペースを確保するために、チャット履歴の一部を忘れることを意味します。",
+  "increaseContextSizeDescription": "コンテキストサイズを増やしますか？",
+  "truncateInput": "入力を切り詰める",
+  "increaseContextSize": "コンテキストサイズを増やす"
+}
--- a/web-app/src/locales/ja/provider.json
+++ b/web-app/src/locales/ja/provider.json
@ -0,0 +1,5 @@
+{
+  "addProvider": "プロバイダーを追加",
+  "addOpenAIProvider": "OpenAIプロバイダーを追加",
+  "enterNameForProvider": "プロバイダーの名前を入力してください"
+}
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Vitor Alcantara Batista	154301b3ad	Brazilian Portuguese translation (#6809 ) Co-authored-by: Vitor Alcantara Batista <vitor.alcantara@petrobras.com.br>	2025-10-29 23:36:35 +05:30
Nghia Doan	e7b7ac9e94	Merge pull request #6831 from janhq/feat/proactive_mode feat: Proactive mode	2025-10-29 21:02:05 +07:00
Nguyen Ngoc Minh	e531eaa4ad	Merge pull request #6836 from janhq/chore/deprecate-webhook-discord chore: deprecate webhook discord	2025-10-29 12:15:07 +07:00
Minh141120	23b03da714	chore: deprecate webhook discord	2025-10-29 11:48:32 +07:00
Vanalite	22be93807d	Merge remote-tracking branch 'origin/dev' into feat/proactive_mode	2025-10-28 17:56:47 +07:00
Nguyen Ngoc Minh	653ecdb494	Merge pull request #6834 from janhq/chore/update-org-name chore: update org name	2025-10-28 17:56:07 +07:00
Minh141120	15c426aefc	chore: update org name	2025-10-28 17:26:27 +07:00
Vanalite	2fa153ac34	fix: Remove unused Proactive icon on chatInput This icon doesn't do anything on chatInput but just an indicator when the proactive capability is activated. Safely remove since this can be indicated from the model dropdown	2025-10-28 17:04:31 +07:00
Dinh Long Nguyen	62bd91a1e1	fix: model should not include file attachment tools if not supported (#6833 )	2025-10-28 16:58:18 +07:00
Vanalite	f7e0e790b6	feat: remove unnecessary TODO	2025-10-28 15:49:17 +07:00
hiento09	c854c54c0c	chore: update api domain to jan.ai (#6832 )	2025-10-28 15:45:42 +07:00
Vanalite	a14872666a	feat: Add tests for proactive mode	2025-10-28 12:19:00 +07:00
Vanalite	e9f469b623	feat: Proactively take screenshot and snapshot for every browser tool call	2025-10-28 11:48:55 +07:00
utenadev	5a016860aa	feat: Add Japanese translation (#6806 ) This commit introduces Japanese as a supported language in the web application. Key changes include: - Addition of a new `ja` locale with 15 translated JSON resource files, making the application accessible to Japanese-speaking users. - Update of the `LanguageSwitcher.tsx` component to include '日本語' in the language selection dropdown menu, allowing users to switch to the new language. - The localization files were added by creating a new `ja` directory under `web-app/src/locales` and translating the content from the `en` directory. Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>	2025-10-27 19:53:36 +05:30
Vanalite	c773abb688	feat: Adding proactive button as experimental feature	2025-10-27 18:18:23 +07:00
Akarshan Biswas	2561fcd78a	feat: support multimodal tool results and improve tool message handling (#6816 ) * feat: support multimodal tool results and improve tool message handling - Added a temporary `ToolResult` type that mirrors the structure returned by tools (text, image data, URLs, errors). - Implemented `convertToolPartToApiContentPart` to translate each tool output part into the format expected by the OpenAI chat completion API. - Updated `CompletionMessagesBuilder.addToolMessage` to accept a full `ToolResult` instead of a plain string and to: - Detect multimodal content (base64 images, image URLs) and build a structured `content` array. - Properly handle plain‑text results, tool execution errors, and unexpected formats with sensible fallbacks. - Cast the final content to `any` for the `tool` role as required by the API. - Modified `postMessageProcessing` to pass the raw tool result (`result as any`) to `addToolMessage`, avoiding premature extraction of only the first text part. - Refactored several formatting and type‑annotation sections: - Added multiline guard for empty user messages to insert a placeholder. - Split the image URL construction into a clearer multiline object. - Adjusted method signatures and added minor line‑breaks for readability. - Included extensive comments explaining the new logic and edge‑case handling. These changes enable the chat system to handle richer tool outputs (e.g., images, mixed content) and provide more robust error handling. * Satisfy ts linter * Make ts linter happy x2 * chore: update test message creation --------- Co-authored-by: Faisal Amir <urmauur@gmail.com>	2025-10-24 20:15:15 +05:30