[P] Compose a vector database

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Python Search Machine Learning NLP Deep Learning

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  • txtai

    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

    • Article: https://neuml.hashnode.dev/customize-your-own-embeddings-database GitHub: https://github.com/neuml/txtai

  • hnswlib

    Header-only C++/python library for fast approximate nearest neighbors

    • Many vector databases are using Hnswlib and that is a supported vector index alongside Faiss and Annoy.

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