Agent Starter Kit
Builds AI-powered chatbots and multi-agent workflows, serving documents for retrieval-augmented generation.
概要
This comprehensive starter kit provides minimal, production-ready projects for developing advanced AI workflows, including multi-agent systems and retrieval-augmented generation (RAG) capabilities. It features a FastAPI-based document server, a website Q&A bot with Pinecone and OpenAI integration for semantic search, and examples of orchestrating multiple AI agents for collaborative problem-solving, making it ideal for rapid prototyping of intelligent applications.
主な機能
- FastAPI-based document server with optional agent integration
- Retrieval-Augmented Generation (RAG) Q/A bot for websites and documents
- Multi-agent orchestration examples for collaborative AI tasks
- Integration with OpenAI and Pinecone for LLMs and vector databases
- Production-ready minimal projects for rapid development
- 0 GitHub stars
ユースケース
- Rapidly prototype AI-powered chatbots for website or internal documentation
- Implement multi-agent systems for complex research and summarization tasks
- Create flexible API tools for serving contextual documents to AI agents
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