This video is a crash course on Pydantic AI, an agentic framework for Python, which focuses on data validation, flexibility and being production-ready.

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Timestamps:
(0:00) Intro
(0:52) Environment Setup
(5:11) Simple Agent Example
(8:08) Structured Output
(9:59) Streaming Responses
(11:47) Message History
(14:02) Instructions VS System Prompts
(16:02) Tool Use
(19:18) Dependency Injection & Context
(29:56) Toolsets
(32:10) Tool Timeouts & Retries
(33:45) Built-In Tool: Web Search
(35:37) Built-In Tool: Code Execution
(36:59) Embedding Models
(38:00) MCP Integration
(40:25) Outro

Pydantic AI Crash Course: Agentic Framework For Production