The best way to connect LLMs to your private data is currently retrieval augmented generation. LangChain has lots of advanced and production-ready functionality to help with this.
Jupyter Notebook (to follow along): https://github.com/hwchase17/langchain-0.1-guides/blob/master/retrieval.ipynb
JavaScript Notebook: https://github.com/bracesproul/langchainjs-0.1-guides/blob/main/retrieval.ipynb
Links:
Retrieval Documentation: https://python.langchain.com/docs/modules/data_connection/
Advanced Retrieval Methods: https://python.langchain.com/docs/modules/data_connection/retrievers/
QA with RAG Use Case Documentation: https://python.langchain.com/docs/use_cases/question_answering/
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