RAG Pattern Recipe

[adampingel]

Here is an incomplete list of existing example RAG examples and related resources that we can leverage in one way or another:

IBM

• rag_modulo - IBM Canada client engineering.
• Blended RAG - Code for paper "Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers"

"Standard" RAG

• Llama recipes for RAG (better link TODO...)
• OPEA RAG example
• AutoRAG: docs, Use with Ollama
• OpenSSA - More than RAG...
• LlamaIndex
• LangChain

GraphRAG

• Neo4J
  • ...with LangChain (blog post)
• Microsoft graphrag

More Advanced...

• Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach (arxiv paper)

[adampingel]

Also see https://pages.github.ibm.com/solution-architectures/RAG-Cookbook-V2/generation/description/

[fayvor]

I'll do a recipe for rag using WatsonX in #121.