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Building Safe AI Agents with PydanticAI - A Practical Guide

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Overview

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Learn to develop secure AI agents using the PydanticAI framework in this 50-minute technical video. Explore practical implementations including bank support agents, SQL database interactions, and type-safe RAG systems through hands-on code examples. Master essential concepts like Jinja2 templating, dynamic prompt generation, and tool integration while comparing PydanticAI's capabilities with LangChain. Follow along with detailed code demonstrations for building bank account agents, SQL agents, and RAG agents using the official PydanticAI documentation. Gain insights into decorator functions for tool registration, advanced templating techniques, and best practices for creating robust AI agents that prioritize type safety and security.

Syllabus

Instructor pythonlib
Templating w Jinja2
PydanticAI intro
Build a bank agent
Dynamic prompt generation
Create a Pydantic Agent
SQL Pydantic Agent
RAG Pydantic Agent
PydanticAI vs LangChain
Tool integration in PydanticAI
Decorator functions to register tools

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