💡 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.

An integration of the weaviate vector search engine with 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

Supercharge your local LLM

Semantic search app using streamlit and txtai.

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

An implementation of a reverse dictionary using txtai.

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

Semantic search and workflows for .NET