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embeddings

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pgvector

Open-source vector similarity search for Postgres

faiss

A library for efficient similarity search and clustering of dense vectors.

meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

chroma

the AI-native open-source embedding database

unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

txtai

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

Python
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