Heya -- I built this mostly using openhands... jus...
# random
g
Heya -- I built this mostly using openhands... just been curating a ton of research for the past 1.5 years. I've been putting together a RAG Production Guide based on real enterprise deployment experience — covering chunking, retrieval tuning, evaluation, observability, and governance considerations that actually matter when you're running RAG in prod (not just in a notebook). It's open source and I'd love this community's eyes on it. You all will catch things I missed. šŸ™ What I'm asking for: ⭐ Star it if you find it useful šŸ“ Fork it and build on it šŸ’¬ Drop feedback here or open an issue/PR directly šŸ‘‰ https://github.com/MarioLazo/rag-production-guide Biggest gaps I know I have: more on evaluation frameworks and pipeline monitoring. If that's your wheelhouse, would love a contribution or even just a convo. What are you seeing in your RAG deployments that should be in here?
šŸ™Œ 2
w
Wow! you have a lot there. I have worked on RAG for a while and here some some quick thoughts to consider adding: • Extraction out of documents - page layout, captioning • Importance of Metadata - more information makes retrieval easier • Rise of Agentic Search - its not one shot any more I have a long blog post and links to some videos on RAG i have done over here: https://rajivshah.com/blog/rag-agentic-world.html
šŸ™Œ 1
g
good points!!!! this is very helpful