// Search & vector stores
txtaiv9.14.0
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Open source Maintained For agents
IN ONE PARAGRAPH
txtai is 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows.
Good for: Developers who want their agent (Claude Code, Codex, Cursor…) to search & vector stores.
01How to start
- 1Read the official README for requirements and permissions.
- 2Install it from the official package registry:
pip install txtai - 3Tell your agent the command exists (e.g. in AGENTS.md / CLAUDE.md) so it knows when to call it.
02Alternatives & comparison
Compare side by side → meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. ★ 60k onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM ★ 33k vespa The AI search platform ★ 7.1k deeplake Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training. ★ 9.3k R2R SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. ★ 8.0k