txtai
All-in-one embeddings database for semantic search and RAG
txtai is an embeddings database for semantic search, LLM orchestration, and language-model workflows. It combines vector indexes, graph relationships, and pipelines in a single lightweight package.
Key features
- Embeddings database
- LLM workflow pipelines
- Graph and vector search
- Lightweight install
Strengths
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Mature project with 13k GitHub stars
- Written in Python
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