💡 All-in-one 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

⚡ Local chat assistants with AI superpowers

JavaScript client for txtai

Rust client for txtai

This small API downloads and exposes access to NeuML's txtai-wikipedia and full wikipedia datasets, taking in a query and returning full article text

Go client for txtai

Java client for txtai

📚 Build knowledge bases for RAG

An integration of Qdrant ANN vector database backend with txtai

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

Python client for txtai

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and Cline AI as well.

MLflow automatic tracing for txtai

No description available

An integration of the weaviate vector search engine with txtai

Example Weaviate integration with txtai

An implementation of a reverse dictionary using txtai.

Semantic search app using streamlit and txtai.

Semantic search and workflows for .NET

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

Supercharge your local LLM

Summarizer is a versatile web application designed for creating summaries from various formats, including PDF documents, research papers, and YouTube videos using streamlit. Whether the content is in Marathi, Hindi, or English, Summarizer intelligently processes the information to generate concise and meaningful

A conda-smithy repository for txtai.

Advanced Semantic Search Engine: Leveraging txtai for Dynamic, Context-Aware Information Retrieval