txtai

All-in-one embeddings database for semantic search and LLM workflows.

txtai is an open-source, all-in-one embeddings database and AI framework for semantic search, LLM orchestration, and language-model workflows. It bundles vector indexing, optional graph and relational components, and a pipeline/workflow system for tasks like RAG, summarization, transcription, and translation. It is notable for packaging retrieval plus workflow tooling into a single Python library.