txtai

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

📄 🤖 Semantic search and workflows for medical/scientific papers

🔎 Semantic search for developers

📊 Semantic search for headlines and story text

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

💭 Retrieval augmented generation (RAG) and language model powered search applications

JavaScript client for txtai

Rust client for txtai

Go client for txtai

Java client for txtai

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

📚 Build knowledge bases for RAG

MLflow automatic tracing for txtai

An integration of the weaviate vector search engine with txtai

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

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