#146 · Primary category: Knowledge Base & RAG

LangChain-ChatGLM-Webui

belle bilibili chatglm-6b chatglm-webui jina langchain langchain-serve llama llm minimax modelscope

基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答

Project last updated:04/15/24

GitHub Stars

3.3K

Forks

493

Contributors

9

License

Apache-2.0

Why we included this project

If you want grounded answers drawn from your own files without shipping everything to a hosted API, this is a useful reference. The project wires ChatGLM-6B-class open models into a LangChain retrieval pipeline and gives you a browser interface, so you can load local documents and have the model pull the relevant passages before replying. Deployment is covered for both local hardware and cloud options like ModelScope and Hugging Face Spaces, and the docs plus FAQ smooth the setup for anyone new to retrieval-augmented chat. It is especially handy for comparing how Chinese-language models handle document Q&A, or as a codebase to fork before tailoring to your own data. One caveat: it targets an earlier generation of open models, so you will likely want to swap in a newer LLM as your baseline.

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