AI Agent Skills

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

Call POST /embeddings on Venice. Covers request shape (input, model, encoding_format, dimensions, user), OpenAI compatibility, response compression (gzip/br), and practi…

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

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.

AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or impleme…

Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG application…

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