Production-ready agentic AI assistant for GitHub repositories with multi-LLM support and visual workflow insights
Project description
GitPilot
Your AI coding companion. Ask. Plan. Code. Ship.
Get Started • VS Code Extension • Web App • How It Works • Contributing
What is GitPilot?
GitPilot is an AI assistant that helps you code faster. It reads your project, understands the structure, creates a plan, writes the code, and runs your tests.
Works with any language. Runs on any LLM (OpenAI, Claude, Ollama, Watsonx, OllaBridge).
You: "Add input validation to the login form"
GitPilot:
1. Reading src/auth/login.ts...
2. Planning 3 changes...
3. Editing login.ts (Allow? [Yes] [No])
4. Running npm test... 3 passed
5. Done.
Get Started
Option 1: VS Code Extension (recommended)
Install the extension, configure your LLM, and start chatting:
1. Open VS Code
2. Install "GitPilot Workspace" from Extensions
3. Click the GitPilot icon in the sidebar
4. Choose your AI provider (OpenAI, Claude, Ollama...)
5. Start asking questions about your code
Option 2: Web App
Run the full web interface with Docker:
git clone https://github.com/ruslanmv/gitpilot.git
cd gitpilot
docker compose up
Open http://localhost:3000 in your browser.
Option 3: Python CLI
pip install gitcopilot
gitpilot serve
Open http://localhost:8000.
Note: The PyPI package is named
gitcopilot, but the command-line tool isgitpilot. Requires Python 3.11 or 3.12.
VS Code Extension
The sidebar panel gives you everything in one place:
| Feature | What it does |
|---|---|
| Chat | Ask questions, request changes, review code |
| Plan View | See the step-by-step plan before changes are made |
| Diff Preview | Review proposed edits in VS Code's native diff viewer |
| Apply / Revert | One click to apply changes, one click to undo |
| Quick Actions | Explain, Review, Fix, Generate Tests, Security Scan |
| Smart Commit | AI-generated commit messages |
| Code Lens | Inline "Explain / Review" hints on functions |
Supported AI Providers
| Provider | Setup | Free? |
|---|---|---|
| Ollama | Install Ollama, run ollama pull llama3 |
Yes |
| OllaBridge | Works out of the box (cloud Ollama) | Yes |
| OpenAI | Add your API key in settings | Paid |
| Claude | Add your Anthropic API key | Paid |
| Watsonx | Add IBM credentials | Paid |
Web App
The web interface includes:
- Chat with real-time responses
- GitHub integration (connect your repos)
- File tree browser
- Diff viewer with line-by-line changes
- Pull request creation
- Session history with checkpoints
- Multi-repo support
How It Works
You ask a question
|
v
+--------+--------+
| GitPilot Server |
| (FastAPI + AI) |
+--------+--------+
|
+-----------+-----------+
| | |
v v v
Explore Plan Execute
(read (create (write files,
files, steps, run tests,
git log) diffs) commit)
GitPilot uses a multi-agent system powered by CrewAI:
- Explorer reads your repo structure
- Planner creates a safe step-by-step plan
- Executor writes code and runs tests
- Reviewer checks the results
You approve every change before it's applied.
Project Structure
gitpilot/
gitpilot/ Python backend (FastAPI)
frontend/ React web app
extensions/vscode/ VS Code extension
docs/ Documentation and assets
tests/ Test suite
Configuration
GitPilot works with environment variables or the settings UI.
Minimal setup (Ollama, free, local):
# .env
GITPILOT_PROVIDER=ollama
OLLAMA_BASE_URL=http://localhost:11434
GITPILOT_OLLAMA_MODEL=llama3
Cloud setup (OpenAI):
# .env
GITPILOT_PROVIDER=openai
OPENAI_API_KEY=sk-...
GITPILOT_OPENAI_MODEL=gpt-4o-mini
Cloud setup (Claude):
# .env
GITPILOT_PROVIDER=claude
ANTHROPIC_API_KEY=sk-ant-...
GITPILOT_CLAUDE_MODEL=claude-sonnet-4-5
All settings can also be changed from the VS Code extension or web UI without editing files.
API
GitPilot exposes a REST + WebSocket API:
| Endpoint | What it does |
|---|---|
GET /api/status |
Server health check |
POST /api/chat/send |
Send a message, get a response |
POST /api/v2/chat/stream |
Stream agent events (SSE) |
WS /ws/v2/sessions/{id} |
Real-time WebSocket streaming |
POST /api/chat/plan |
Generate an execution plan |
POST /api/chat/execute |
Execute a plan |
GET /api/repos |
List connected repositories |
GET /api/sessions |
List chat sessions |
Full API docs at http://localhost:8000/docs (Swagger UI).
Deployment
Hugging Face Spaces
GitPilot runs on Hugging Face Spaces with OllaBridge (free):
Runtime: Docker
Port: 7860
Provider: OllaBridge (cloud Ollama)
Docker Compose
docker compose up -d
# Backend: http://localhost:8000
# Frontend: http://localhost:3000
Vercel
The frontend deploys to Vercel. Set VITE_BACKEND_URL to your backend.
Contributing
# Backend
cd gitpilot
pip install -e ".[dev]"
pytest
# Frontend
cd frontend
npm install
npm run dev
# VS Code Extension
cd extensions/vscode
npm install
make compile
# Press F5 in VS Code to launch debug host
License
MIT License. See LICENSE.
GitPilot is made by Ruslan Magana Vsevolodovna
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