PMPrajwal Minglitch-guy0.hashnode.dev·5h ago · 6 min readUnderstanding RAG: A Simple Guide for BeginnersIntroduction: The Problem with LLMs Large Language Models (LLMs) excel at generating text, answering questions, and even writing code. However, they have a critical limitation: they only know what the00
KMKrish Mahyavanshiinkrizh.hashnode.dev·4d ago · 7 min readWhere RAG Fails: Understanding the Limitations of Retrieval-Augmented GenerationLarge Language Models (LLMs) are incredibly powerful. Before reading further: If you're new to AI, I recommend first understanding what Large Language Models (LLMs) are and what actually happens afte00
OTOmkar Tripathiinllmjourney.hashnode.dev·4d ago · 7 min readHow Do LLMs Know Things Beyond Their Training? An Introduction to RAGWe use Large Language Models (LLMs) every single day. But have you ever wondered how they seem to know everything? In my previous blog, we discussed how LLMs are trained on massive datasets. However, 00
VSVraj Soniinblog.sonivraj.com·4d ago · 5 min readUnderstanding RAG : Why it Exists, How It Works, and Where It Falls Short Large Language Model (LLM) are impressive but they have fundamental limitations like they only know on what they are trained on. Ask a LLM about what happened after its training cut-off , or about com00
VKVibhu Khatiinlinuxhunting.hashnode.dev·5d ago · 14 min readRAG(Retrieval-Augmented Generation): The Good, the Bad, and the HallucinationsUnderstanding RAG: How It Improves LLM Answers—and Where It Can Still Fail Large Language Models (LLMs) such as ChatGPT can answer questions, write code, summarize documents, and generate content in s00
DPDeep Patelindeep1511.hashnode.dev·Jul 4 · 3 min readApplication Developer vs ML Developer: The Power Plant and The ElectricianWhen I started my #GenAI cohort with Hitesh Sir and Piyush Sir, one line completely reframed how I understood AI roles: AI = Input (Engine) → Output But instead of thinking in terms of "engine," I w00
VMvivek modiinvivekmodi.hashnode.dev·Jul 2 · 4 min readFrom a simple question to an AI answer: The hidden journey inside LLMThe story begins with:- The day I asked a question to a computer / ChatGPT Imagine this: you wake up in the morning and ask GPT - I wanna go on a solo trip to hill side tell me the budget and best ti00
AMAbhijit Moneinblogs.abhijitmone.com·Jul 1 · 8 min readHow Chat GPT Understands Your Questions?How ChatGPT Understands Your Questions? A beginner-friendly deep dive into LLMs, tokenization, and Transformers — GenAI with JS 2026 You type a question into ChatGPT, hit enter, and within seconds yo63JC
SVSumit Vishwkarmainsudotech.hashnode.dev·Jul 1 · 10 min readHow does your AI Girlfriend respond? Okay , the title must have got your attention.And by the end of this article , you'll find out exactly what it means. If you're a developer (or not) , You must have used chatGPT for your queries like 00
HSHimmanshu Sharmainhimmanshusharma.hashnode.dev·Jul 1 · 6 min readWhat's Actually Happening When You Talk to ChatGPTMy cousin asked me last month why ChatGPT sometimes gives weird answers, and while explaining it I realized I was basically describing how a really well-read parrot works. It's actually a genuinely he00
