AI Agent Skills

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.