AI Agent Skills

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

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

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]

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

Production-grade RAG API built in Rust. Hybrid search with HNSW dense vectors and BM25 sparse matching, cross-encoder reranking, layout-aware document extraction via Doc…

PDFStract - Extract, Chunking and Embedding Layer in Your RAG Pipeline - Available as CLI - WEBUI - API