#66. Give LLMs SQL Powers using LangChain | SQLAlchemy + SQL Agent (Hands-On)
Автор: Tech With Mala
Загружено: 2026-01-13
Просмотров: 13
In this hands-on LangChain tutorial, you’ll learn how to connect LLMs to real SQL databases using SQLAlchemy and the SQL Database Toolkit, and how to build a powerful SQL Agent Executor for intelligent database querying.
This video covers:
✅ Why LLMs struggle with SQL without tools
✅ SQLAlchemy + SQL Database Toolkit setup
✅ Giving LLMs controlled access to databases
✅ Building a SQL Agent Executor
✅ Hands-on examples for real SQL tasks
✅ Best practices & safety considerations
Perfect for:
AI Engineers
Backend Developers
Data Engineers
LangChain & LLM Application Builders
🚀 By the end, your LLM will write, execute, and reason over SQL queries—safely and effectively.
🧠 Topics Covered
LangChain SQL Agents
SQLAlchemy Integration
SQL Database Toolkit
Agent Executors
LLM Tool Calling
Natural Language → SQL
#langchain #sqlagent #sqlalchemy #aiagents #agenticai #llm #sqldatabase
#aitools #aiengineering #pythonai #generativeai
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