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        <title>Make Your RAG Agents Actually Work! (No More Hallucinations)</title>
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        <description>In this Agentic RAG tutorial you will learn how to use the latest RAG techniques to build an AI Agent flow that routes to different data sources, provides fallback and self-correction in case of hallucinations or incorrect answers. We will also use open source software to achieve this, like FlowiseAI and the Llama 3.2 : 2b parameter model with Ollama. 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl PayPal Donation: https://www.paypal.com/ncp/payment/EKRQ8QSGV6CWW 📑 Useful Links: FlowiseAI Cloud: https://flowiseai.com/auth/signup?referralCode=LEONVZ Download this Agent Flow: https://drive.google.com/drive/folders/1kX8c0c8HF9bs9Dw_8Jbr51fx1OYhAsHF Sequential Flows Crash Course: https://youtu.be/6LbvgTbS0BE Document Stores Tutorial: https://youtu.be/PLuSfAkOHOA Ollama &amp; Llama 3.2 RAG: https://youtu.be/lJOZiRoZNJw 🧠 I can build your chatbots for you! https://www.cognaitiv.ai 🕒 TIMESTAMPS: 00:00 - Intro 06:44 - Project Setup 07:32 - Add chat model 08:22 - Adding State node 09:09 - Adding Router Agent 14:40 - Vector Store Retrieval 18:19 - Web Search Route 20:11 - Grading Agent 25:21 - Generate Answer LLM 29:23 - Self Correction</description>
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