Stop Using LLMs for Everything: Content Understanding (Read OCR) vs LLM Extraction — A Practical Comparison
Author(s): Katakamvivek Originally published on Towards AI. What 80 documents taught me about cost, latency, hallucination, and picking the right tool for document processing. Somewhere along the way, LLMs became the default answer to every document problem. Need to extract data from …
Text-to-SQL with RAG: Building a Chatbot That Talks to Your Database
Author(s): Katakamvivek Originally published on Towards AI. How to use RAG with structured data — a hands-on POC that converts plain English into safe, verified SQL, with real examples of what breaks and how to fix it. Almost every RAG example you …
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