Welcome to rag-colls’s documentation

rag-colls a.k.a “RAG Collections”.

Simple and easy to use, production-ready advanced RAG techniques.

Note

This project is under active development.

Contents

Getting Started

• Installation
  • Install from PyPI
  • Install from source
  • Install with docker (CPU)
• Quick Start
• Resources

Examples

• Examples Usage
  • Llms
  • Processors
  • Rags
  • Reranker

Custom Components

• Custom Chunker
  • Create folder structure for your custom chunker
  • Implement your custom chunker
  • Usage
  • Create a test for your custom chunker
  • Add to the documentation (Optional)
• Custom Reader
  • Create folder structure for your custom reader
  • Implement your custom reader
  • Usage
  • Create a test for your custom reader
  • Register as default reader (Optional)
  • Add to the documentation (Optional)