Former Research Gen ...ย โขย 22d
๐จ Everyone says "RAG is dead" โ but I say: Itโs just been badly implemented. Iโve worked on AI systems where Retrieval-Augmented Generation (RAG) either changed the gameโฆ or completely flopped. Hereโs the hard truth ๐ --- ๐คฏ Most teams mess up RAG not in generation โ But in retrieval. Whatโs going wrong? ๐ Cosine similarity isnโt context understanding ๐ง Embeddings donโt mean relevance ๐จ Vector DB โ Smart Retrieval --- In the last few months, Iโve been diving deep into fixing real-world RAG pipelines that broke in production. And trust me... โ๏ธ Demos lie. Logs donโt. So I built a framework to diagnose and optimize retrieval pipelines โ from embedding selection to rerankers and beyond. #ai #rag #llms #retrieval #vectorsearch #machinelearning #freelancer #hiring #founders #openai #neuralretrieval #consulting #startupjobs #genai #nlp #jobsearch #allinai
Hey I am on Medialย โขย 2m
Hello Friends, Iโve been diving deep into Retrieval-Augmented Generation (RAG) and its evolved form โ Agentic RAG โ lately, and Iโm genuinely curious about how others are thinking about it. Iโd love to hear your ideas, interesting use cases, or eve
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Retrieval-Augmented Generation (RAG) is a GenAI framework that enhances large language models (LLMs) by incorporating information from external knowledge bases, improving accuracy, relevance, and reliability of generated responses. Here's a more det
See MoreSoftware Engineer | ...ย โขย 7m
๐ก 5 Things You Need to Master for learn for integrating AI into your project 1๏ธโฃ Retrieval-Augmented Generation (RAG): Combine search with AI for precise and context-aware outputs. 2๏ธโฃ Vector Databases: Learn how to store and query embeddings for e
See More| Technologist | ML ...ย โขย 4m
In the ever-evolving AI landscape, a new player is making waves โ Deepseek. While OpenAI, Google DeepMind, and Meta AI have been dominant forces, Deepseek is emerging as a formidable contender in the AI race.The recent buzz around Deepseek stems from
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Turn ANY Website into LLM Knowledge in SECONDS ๐คฏ Tired of LLMs with limited knowledge? ๐ง This video shows you how to easily scrape any website and turn it into a powerful knowledge base for your own custom AI agents. ๐ค We'll explore: * Crawl for
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Hey friends, Iโve been building something close to my heart โ a *portfolio project* that reimagines how AI can work as your startup team. Introducing *AgentFlow* โ a *virtual office of autonomous AI agents* that think, plan, and collaborate like a le
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Why Indiaโs Biggest Companies Are Betting on Agentic AI Agentic AI refers to autonomous GenAI agents capable of performing complex tasks with minimal human supervision. Indian companies, from startups to enterprises like Zomato, Infosys, and Zoho,
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