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by wanderingmind 982 days ago
what i'm looking for is a neat python library (or equivalent) that integrates end to end say with postgres/pgvector using sqlalchemy, enables parallel processing of large number of documents, create interfaces for embeddings using openai/ollama etc. It looks like FastRAG [0] from intel looks close to what i'm envisioning but it doesnt appear to have integration to postgres ecosystem yet i guess.

[0] https://github.com/IntelLabs/fastRAG
1 comments
ddematheu 982 days ago
Through the platform (Neum AI) we support the ability to do this with Postgres, it is just a cloud platform so not a python library.

Curious on what type of customization are you looking to add that you would want something like a library?

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wanderingmind 981 days ago
We need something we can orchestrate and control locally and be able make changes if need be. The GUI based interface is good for more mature workflows but our workflows are constantly evolving and requires tweaking that its hard to do with GUI and web interface
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