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Building Structured Agents with DeepSeek R1 and Pydantic AI - A Tutorial

Sam Witteveen via YouTube

Overview

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Learn how to create structured outputs and implement function calling with DeepSeek R1 and other reasoning models through practical workarounds and hacks in this 22-minute tutorial video. Explore the DeepSeek Chat interface with search capabilities, navigate through documentation, and master the Chat-Answer functionality. Follow along with a hands-on demonstration using Google Colab to build structured agents by combining Pydantic AI with DeepSeek. Discover additional LLM hacks and learn to leverage the DeepSeek Reasoner Model as a tool. Access the complete tutorial materials through the provided Colab notebook and explore further resources through the instructor's GitHub repository and Patreon page.

Syllabus

Intro DeepSeek Paper
DeepSeek Chat Interface with Search
DeepSeek Docs
DeepSeek Chat-Answer
Demo Colab: Building Structured Agents with Pydantic AI and DeepSeek
Extra LLM hack
Using DeepSeek Reasoner Model as a Tool

Taught by

Sam Witteveen

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