txtai: All-in-one open-source embeddings database for semantic search

Traditional search systems rely on keywords to retrieve data, whereas semantic search uses natural language understanding to identify results with similar meanings.

txtai is an all-in-one embedding database for semantic search that enables vector search with SQL, topic modeling, retrieval augmented generation, and more.

Link to txtai.

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Work with Khuyen Tran

Work with Khuyen Tran