txtai

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

📄 🤖 AI for medical and scientific papers

🔎 Semantic search for developers

🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data.

📊 Semantic search for headlines and story text

💭 Build autonomous agents, retrieval augmented generation (RAG) processes and language model powered chat applications

JavaScript client for txtai

Rust client for txtai

Go client for txtai

Java client for txtai

📚 Build knowledge bases for RAG

A text and document summarizer made in python with the txtai library and hosted on Streamlit.

Python command-line tool for interacting with AI models through the OpenRouter API/Cloudflare AI Gateway, or local self-hosted Ollama. Optionally support Microsoft LLMLingua prompt token compression

MLflow automatic tracing for txtai

An integration of the weaviate vector search engine with txtai

Supercharge your local LLM

Semantic search app using streamlit and txtai.

An implementation of a reverse dictionary using txtai.

A demo on how to integrate weaviate with txtai

Simple GUI with some python scripts I use to convert folders to single txt output for AI data dumping