RAGLite — a local RAG cache (not a memory replacement)
Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma + hybrid search (vector + keyword).
5,459,244 AI resources indexedWorking toward the world’s largest AI resource index.
Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma + hybrid search (vector + keyword).
Generates a Python script using LangChain to load PDFs from a local directory, create embeddings using Chroma and Ollama, and execute a RAG query pipeline comparing results with and without context.
Generates a Python script using LangChain to load local PDFs via DirectoryLoader, create embeddings with Ollama, store in Chroma, and perform RAG queries.
Chroma local vector database setup and operations for development and production
Agent skill for ML / AI Engineer, Data Engineer, Product Manager, published by AI Agent Hub. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Data Engineer, Product Manager, published by AI Agent Hub. Project details and file access are provided by the publisher.
Agent skill for Data Engineer, ML / AI Engineer, Data Scientist, published by NeverSight. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Data Engineer, Product Manager, published by AI Agent Hub. Project details and file access are provided by the publisher.
Agent skill for Data Analyst, ML / AI Engineer, Backend Developer, published by Demerzels-lab. Project details and file access are provided by the publisher.
Agent skill for Data Analyst, Backend Developer, ML / AI Engineer, published by wade56754. Project details and file access are provided by the publisher.
Agent skill for Data Engineer, ML / AI Engineer, Backend Developer, published by MikeTreml. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Data Engineer, Product Manager, published by majiayu000. Project details and file access are provided by the publisher.
Try a broader search or clear some filters.
Platform labels describe intended use. Read each resource's author credits, requirements and available access methods.