RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
58:28
YouTubeAlejandro AO
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
In this comprehensive video, you'll learn how to build a fully functional AI-powered onboarding chatbot tailored for new employees at a fictional company (Umbrella Corporation). The tutorial walks through each stage of development, from managing environment variables and parsing company policy PDFs, to implementing retrieval-augmented ...
6.7K views5 months ago
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🔥 الفرق بين AI Agents و RAG و LLM Workflows ببساطة 👇 في عالم الذكاء الاصطناعي، هذه المفاهيم الثلاثة هي العمود الفقري لأي نظام ذكي متكامل لكن كل واحد منها له دور محدد ومميز 👇 --- ✴️ AI Agents العقل التنفيذي الذكي 💡 هو نظام مستقل يفكر ويخطط وينفذ، يستخدم الذاكرة والأدوات لتحقيق أهدافه. باختصار: LLM Tools Memory Planning = Agent قادر على الفعل الذاتي --- ✴️ RAG (Retrieval-Augmented Generation) العقل الباحث 🔍 يجعل النموذج أكثر ذكاءً من خلال الاسترجاع من مصادر خارجية حديثة قبل الإجابة. باختصار:
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🔥 الفرق بين AI Agents و RAG و LLM Workflows ببساطة 👇 في عالم الذكاء الاصطناعي، هذه المفاهيم الثلاثة هي
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