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txtai

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One library for semantic search, RAG, and LLM orchestration — no stitching together separate tools. Lightweight enough to embed anywhere.

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4.3(1,500 reviews)free

Overview

txtai is an open-source embeddings database for semantic search, LLM orchestration, and language model workflows, bundling vector search, RAG, and pipelines into a single lightweight library.

Key Features

  • Embeddings database
  • Semantic search
  • LLM workflows and RAG
  • Lightweight, local-first
Pros
  • Simple all-in-one library
  • Runs locally
  • Low overhead
Cons
  • Smaller ecosystem
  • Fewer enterprise features
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