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Agentic AI: Understanding Advanced Function Calling and RAG Systems

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Overview

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Explore a comprehensive video lecture that delves into the cutting-edge world of Agentic AI, examining the latest developments in AI research including agentic LLMs and RAG systems. Learn the fundamental parameters of agentic AI systems while uncovering their hidden properties and potential future implications. Gain insights into advanced function calling capabilities across more than 12 AI systems, including parallel function calling and the new Mistral raw function calling format compatible with Ollama. Discover how world models will enhance AI agents' planning capabilities, going beyond current memory, function calling, and RAG implementations. Master the intricacies of Agentic RAG and LLMs through detailed explanations and practical examples, supported by references to official documentation from Mistral AI and Hugging Face repositories.

Syllabus

Agentic AI: The Future is here?

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