
txtai is an all-in-one embeddings database for semantic search, LLM orchestration, and language model workflows, enabling vector search, topic modeling, and more. It's built with Python, Hugging Face Transformers, and FastAPI, and is open-source under an Apache 2.0 license, with API bindings for multiple languages.