Textr AI

Textrai is an open-source Python library for building AI applications that understand and search through text. It handles the technical complexity of working with embeddings, vector databases, and language models, so you can focus on building features. The library connects to popular embedding providers like Hugging Face and OpenAI, stores data in vector databases such as Pinecone or Weaviate, and integrates with LLMs from OpenAI, Anthropic, and others. It's designed for developers who want to build semantic search systems, retrieval-augmented generation (RAG) applications, or other text-based AI features without managing complex infrastructure themselves. Textrai includes production-ready capabilities like data persistence, batch processing, and streaming, plus optional GPU support for performance. It also supports multiple data types including text, images, and audio.