awesome-RAG-tools

A community curated list of awesome tools that let you do RAG (Retrieval Augmented Generation) in your AI application.

Table of Contents

• Concepts
• Libraries and frameworks
• Platforms
• Services
• Case studies

Concepts

This section lists resources that explain various concepts in RAG.

• RAG
• Knowledge Graphs
• Agentic RAG
• Embeddings

Libraries and frameworks

This section lists libraries and frameworks that help you building RAG solutions.

• LlamaIndex
• LangChain
• Haystack
• GraphRAG

Platforms

This section lists platforms that help in doing RAG.

• Pacha DDN
• Vectara
• Google Cloud Vertex AI Agent Builder

Services

This section lists services (SaaS) that help in doing RAG.

• Azure Document Intelligence
• Azure AI Search

Case studies

This section lists real-world case studies and implementation stories of doing RAG.