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Categories Python ML-AI

Coercing LLM Agents into Structured Responses using Pydantic AI

  • By Craig
  • May 22, 2025

Introduction In the rapidly evolving landscape of AI development, Large Language Models (LLMs) have become powerful tools for generating dynamic content and responses. However,…

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Categories ML-AI Python

BaseModel vs TypedDict in LangGraph Agent State Management

  • By Craig
  • May 3, 2025

When developing agents with LangGraph, one of the fundamental decisions developers face is choosing between Pydantic’s BaseModel and Python’s TypedDict for state management. Let’s…

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Categories Python Programming

Python Data Validation with Pydantic

  • By Craig
  • April 23, 2025

Installing and Setting Up Pydantic Pydantic has become one of the most popular data validation libraries in the Python ecosystem. Before we dive into…

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Categories Python

Using Flask with Marshmallow: Building a Blog API

  • By Craig
  • April 7, 2025

Flask-Marshmallow is a powerful extension that brings together Flask, a popular Python web framework, and Marshmallow, a sophisticated object serialization/deserialization library. Instead of just…

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