Apr 14
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In this project-based Generative AI tutorial, you will build a complete AI Agent system from scratch using real-world tools and APIs. This is the next step in our Generative AI series, where we move beyond fundamentals like runnables and tools and actually build a system that can think, make decisions, and take actions intelligently. Instead of just learning concepts, you’ll implement a working AI agent step by step — just like real-world AI systems. Whether you are a beginner or a developer, this video will give you clarity on how modern AI systems interact with tools, fetch real-world data, and solve complex problems. 👨🏫 Instructor – Akarsh Vyas 📄 Notes (Part 1 & 2) https://drive.google.com/file/d/1yfySeYDONghk46oKaf1FmcGqzCt_yDCj/view?usp=sharing 💻 Code https://github.com/AkarshVyas/Generative-AI-video3- 📚 What You Will Learn • What AI Agents are and how they actually work • Difference between tools and agents • Understanding the agent loop (LLM → Tool → Result → LLM) • How to build a manual agent from scratch • How LLM decides which tool to use • Integrating real-world APIs (weather, news) • Adding human-in-the-loop for control and safety • Understanding create_agent and abstraction in LangChain • Debugging and controlling agent behavior ⚡ Project You Will Build A complete AI Agent system that: • Takes user queries • Decides whether to call a tool • Fetches real-time data (weather, news) • Processes tool outputs • Generates an intelligent final response 🛠 Tech Stack Used • Python • LangChain • OpenAI / Mistral LLM • Tavily API (Search / News) • OpenWeather API 🌐 Connect With Sheryians 🌐 Website – https://sheryians.com/ 🔗 Courses – https://www.sheryians.com/courses/68d 📷 Instagram – https://instagram.com/sheryians.ai 🎮 Discord – https://discord.gg/sheryians Don’t forget to LIKE 👍, SUBSCRIBE 🔔 and COMMENT 💬 if you want more real-world Generative AI projects. ai agents tutorial , langchain agents project , tool calling llm , ai agent python project , generative ai agents , build ai assistant , langchain tools and agents , openai agent tutorial , gen ai project , ai system design , agentic ai tutorial , llm tools integration , sheryians ai school