Build a Multi-Tool AI Agent with LangChain: Web Search, Vector DB & Math
Автор: AI Academy
Загружено: 2026-01-24
Просмотров: 27
Stop building basic chatbots and start building AI Agents that actually do work for you. In this hands-on tutorial, we build a production-grade multi-tool assistant using LangChain that can browse the web, search your private documents, and perform complex calculations—all on its own.
What you’ll learn in this guide:
Agent Architecture: Understand the "reasoning loop" that allows AI to select the right tool for the job.
Web Search Integration: Give your agent real-time access to the internet.
Vector Database Tool: Connect the agent to a knowledge base for intelligent document retrieval.
Math & Logic: Implement a calculator tool to ensure 100% accuracy for numerical tasks.
Production Readiness: Learn essential techniques for error handling and implementing safety guardrails to prevent infinite loops and runaway costs.
By the end of this video, you will have a complete foundation for building intelligent, autonomous agents that are ready for real-world applications.
#LangChain #AIAgents #Python #ArtificialIntelligence #MachineLearning #AITutorial #VectorDatabase #Automation #OpenAI #GenerativeAI
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