5. How LLMs Choose the Right Tool Based on Your Query | LangChain Agentic AI Live Coding #llm #ai

How LLMs Choose the Right Tool Based on Your Query | LangChain Agentic AI Live Coding | Tavily search | Weather app | duckduckgosearch | youdotcom | #llm #agenticai #tools Github code link: https://github.com/NawazAli20/LLMMult... Langchain tools integration: https://docs.langchain.com/oss/python... Tavily search API key: https://app.tavily.com/playground GROQ API key: https://console.groq.com/playground Openweather map (3rd party API): https://openweathermap.org/ Langchain pydanctic documentation: https://docs.langchain.com/oss/python... Github Chatbot code link: https://github.com/NawazAli20/LLMChatBot Github LLMs Onboarding code link: https://github.com/NawazAli20/LLMsIntro Complete playlist:    • 🚀 LLMs & Agentic AI Masterclass  (2026) | ...   Video Timestamps: 0:0 Intro and recap of the previous lecture 0:35 Workflow diagram and theory of multi-tools integration 4:35 VS code coding demo 22:25 Test the model by invoke 39:05 Recap and looking for the future videos Master Large Language Models (LLMs) and Agentic AI by building real-world AI applications from scratch using Python. This hands-on playlist takes you from the fundamentals to production-ready AI systems with step-by-step coding, practical projects, and best practices. You'll learn how to build intelligent AI agents using LangChain, LangGraph, LiteLLM, LangSmith, Ollama, OpenAI, and other leading frameworks. 📚 What You'll Learn ✅ UV & Python Environment Setup ✅ LLM APIs & Prompt Engineering ✅ Structured Outputs & Tool Calling ✅ AI Agents & Deep Agents ✅ Memory & Conversation Management ✅ LangChain & LangGraph ✅ RAG & Agentic RAG ✅ Multi-Agent Systems ✅ Fine-Tuning LLMs ✅ MCP for external tools and service ✅ Guardrails & AI Safety ✅ LLM Evaluation & LangSmith Observability ✅ Local LLMs with Ollama ✅ Production Deployment (Local & Cloud) Whether you're a student, software engineer, researcher, or AI enthusiast, this playlist will help you build modern, production-ready AI applications with confidence. 🚀 Learn • Build • Deploy • Innovate #LLM #AgenticAI #GenerativeAI #ArtificialIntelligence #Python #LangChain #LangGraph #OpenAI #Ollama #LiteLLM #LangSmith #RAG #AgenticRAG #MultiAgent #AIAgents #PromptEngineering #MachineLearning #AIEngineering #AIDevelopment #LLMTutorial