I'll integrate LLM agents (GPT, Claude, Groq) into your FastAPI app using LangGraph for multi-step reasoning, tool calling, and state management. No more simple chatbotsbuild intelligent agents that can reason, plan, and execute.
What's Included:
- LangGraph multi-agent pipeline setup
- FastAPI endpoints to trigger agents
- Integration with Groq, OpenAI, or Claude (your choice)
- State persistence & memory management
- Tool/function calling capability
- Input/output schema validation with Pydantic
- Error handling & token counting
- Full documentation with examples
What's NOT Included:
- Fine-tuning or model training
- Advanced vector DB (can integrate Pinecone/Weaviate separately)
- UI/frontend