upstash/rag-chat

Prototype SDK for RAG development.

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Established

This tool helps developers quickly build conversational AI applications that can answer questions using specific knowledge. You feed it documents like website content or PDFs, and it lets you create a chatbot that responds based on those materials, acting as a knowledgeable expert. It's designed for software developers who need to rapidly prototype AI chat features.

258 stars. Available on npm.

Use this if you are a developer looking to quickly build a prototype for a retrieval-augmented generation (RAG) chat application that uses your specific data sources.

Not ideal if you are building a production-ready, enterprise-grade RAG application; for that, consider more established SDKs like Vercel AI SDK, Langchain, or LlamaIndex.

AI application development chatbot prototyping knowledge base integration conversational AI developer tooling

Maintenance 6 / 25

Adoption 10 / 25

Maturity 25 / 25

Community 22 / 25

How are scores calculated?

Stars

258

Forks

Language

TypeScript

License

MIT

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rag-chat and rag-web-ui rag-chat and rag-arena rag-chat and lexio rag-chat and rag-chatbot rag-chat and rag-chatbot

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