Apr 11 · 3 min read · Introduction: The Limits of Vanilla LLMs When building a tourism assistant for a specific location like Jeju Island, generic LLMs often fall short. They might hallucinate trail names, provide outdated
Join discussionFeb 14 · 5 min read · You built a Retrieval Augmented Generation (RAG) system. It works beautifully on small documents. Answers are grounded, citations look clean, and latency is reasonable. Then someone uploads a 300 page PDF. Suddenly: Answers mix unrelated sections C...
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Jan 30 · 4 min read · Let’s be real: most companies are drowning in a sea of PDFs. Contracts, handbooks, ancient policy docs—it’s a mess. Usually, employees waste half their day hunting for one specific clause. And if you try to just throw a generic ChatGPT at the problem...
Join discussionNov 17, 2025 · 18 min read · GitHub: https://github.com/Jeet009/legal-assistant-qdrant 1. Introduction: The Legal Profession Meets AI Legal work depends heavily on information: facts, precedents, statutory interpretation, and patterns hidden across thousands of judgments. The mo...
Join discussionNov 14, 2025 · 4 min read · Every developer knows the feeling: your application works perfectly on localhost, but deployment is where the real boss battle begins. I recently went through this journey while shipping the backend for my new portfolio project, a journey that starte...
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Oct 26, 2025 · 3 min read · Learn about the different use cases of Qubrid RAG - a flexible, multimodal assistant that works with your documents, images, and research papers to deliver instant, contextual, and actionable insights. Financial & Operational Dashboards - Summarize a...
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Oct 22, 2025 · 39 min read · So, you've heard about RAG, or Retrieval-Augmented Generation, and how it's supposed to make AI smarter by giving it access to extra info. But sometimes, it's not quite hitting the mark. Basic RAG can be a bit clunky, pulling in the wrong stuff or ju...
Join discussionSep 22, 2025 · 3 min read · Have you ever asked ChatGPT a question and wondered: “How does it know this?” or “What if the information is outdated?” This is where RAG (Retrieval-Augmented Generation) comes into play. It’s a technique used to make AI models smarter, more reliable...
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