Initial commit: Multi-service AI agent system

- Frontend: Vite + React + TypeScript chat interface
- Backend: FastAPI gateway with LangGraph routing
- Knowledge Service: ChromaDB RAG with Gitea scraper
- LangGraph Service: Multi-agent orchestration
- Airflow: Scheduled Gitea ingestion DAG
- Documentation: Complete plan and implementation guides

Architecture:
- Modular Docker Compose per service
- External ai-mesh network for communication
- Fast rebuilds with /app/packages pattern
- Intelligent agent routing (no hardcoded keywords)

Services:
- Frontend (5173): React chat UI
- Chat Gateway (8000): FastAPI entry point
- LangGraph (8090): Agent orchestration
- Knowledge (8080): ChromaDB RAG
- Airflow (8081): Scheduled ingestion
- PostgreSQL (5432): Chat history

Excludes: node_modules, .venv, chroma_db, logs, .env files
Includes: All source code, configs, docs, docker files

knowledge_service/Dockerfile

@@ -0,0 +1,29 @@
+FROM python:3.11-slim
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    libstdc++6 \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create directories
+RUN mkdir -p /app/packages /app/code
+
+# Install Python packages to a specific location
+WORKDIR /app
+COPY requirements.txt .
+RUN pip install --target=/app/packages -r requirements.txt
+
+# Copy initial code (will be overridden by volume mount in dev)
+COPY . /app/code/
+
+# Set Python to find packages in /app/packages
+ENV PYTHONPATH=/app/packages
+ENV PYTHONUNBUFFERED=1
+
+WORKDIR /app/code
+EXPOSE 8080
+
+CMD ["python3", "-m", "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]
+