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by spacecadet 701 days ago
Very easy to do with Milvus and LangChain. I built a private slack bot that takes PDFs, chunks it into Milvus using PyMuPDF, the uses LangChain for recall, its surprising good for what your describe and took maybe 2 hours to build and run locally.
2 comments

Seems like using txtai would also be very easy?
Yes, this article is a good place to start: https://neuml.hashnode.dev/build-rag-pipelines-with-txtai
I learned about txtai later and it definitely seems cool, maybe I'll rewrite it later.
Typical HN response here but do you have a blog post or a guide on how you did this? Would love to know more..
I used AI, go feed it my comment.