The Complete RAG Playbook (Part 3): Advanced Architectures
Author(s): Ravi Kumar Verma Originally published on Towards AI. The Complete RAG Playbook (Part 3): Advanced Architectures In Part 2, we upgraded the basic RAG pipeline with 12 techniques that improved chunking, context, queries, and retrieval. Those techniques work great — until …
The Complete RAG Playbook (Part 4): Evaluation & Choosing What Works
Author(s): Ravi Kumar Verma Originally published on Towards AI. The Complete RAG Playbook (Part 4): Evaluation & Choosing What Works We’ve covered 19 RAG techniques across three parts. You’ve seen chunking strategies, context enrichment, query transforms, rerankers, and advanced architectures. But there’s …
The Complete RAG Playbook (Part 2): Techniques That Improve Accuracy
Author(s): Ravi Kumar Verma Originally published on Towards AI. The Complete RAG Playbook (Part 2): Techniques That Improve Accuracy Remember the RAG pipeline we built in Part 1? It worked — but if you ran it on real documents, you probably noticed …
Crafting LangChain Tools: A Complete Guide to Custom Tool Development
Author(s): Ravi Kumar Verma Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by author using Chatgpt LangChain has emerged as one of the most powerful frameworks for building AI-driven applications, providing modular …
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