Textr AI

Textrai is an open-source AI library for building semantic search, RAG, and intelligent text applications with embeddings and lightweight pipelines. It integrates with popular embedding models (Hugging Face, OpenAI, Cohere, and more), connects to leading vector stores (Pinecone, Weaviate, Qdrant, Chroma, FAISS, LanceDB), and supports LLMs like OpenAI, Anthropic, Google, Mistral, and Ollama. With a simple, framework-light API, production-ready features (persistence, batching, streaming, GPU), optional on-device processing, and multi-modal capabilities (text, images, audio, OCR), Textrai makes it fast and easy to ship high-performance AI apps.