txtai

All-in-one embeddings framework for semantic search, RAG, and language-model workflows over your own data.

Connects to: Hugging Face · Python · Apache-2.0 12,668★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/neuml/txtai
• This harness as JSON: /api/harnesses/txtai
• Agent setup: /setup.md
• Browse all 370+ harnesses on Loadbay