RAG Glossary

A one stop shop to learn about Retrieval Augmented Generation.

Hello everyone 👋 Ahmed here. I’m the author of The Tech Buffet, a newsletter that demystifies complex topics in programming and ML from an engineering perspective.

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In this issue, I list the previous articles I wrote on Retrieval Augmented Generation.

If you’re new to The Tech Buffet, this might be useful to catch up on the content you missed: explaining RAG mechanisms and unraveling their pitfalls, applying RAGs to SQL generation, getting RAGs to work well in production, different indexing and retrieval methods, etc.

These posts provide my perspective. After spending several months deploying RAGs in production for my clients, I came to know their ins and outs.

Expect this list to be regularly updated, serving as an evolving glossary for easy reference.

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I hope you’ll find something that interests you in this list. If you have any questions regarding one of the issues, don’t hesitate to send me a message or drop a comment here. If you also have another topic in mind about RAGs, let me know.

In future issues, The Tech Buffet will cover practical tutorials on programming and DevOps. The goal is to help you build ML solutions (like RAGs) that scale in a production environment.

There’s already a backlog of posts, but if you’re interested in a particular topic, I’d love to hear your suggestions.

Until next time 👋

Ahmed