Creating 3D Visualizations with Matplotlib in Python
Introduction Data visualization has evolved beyond simple 2D plots, and Matplotlib’s powerful 3D capabilities enable us to create compelling visualizations that bring data to…
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Coercing LLM Agents into Structured Responses using Pydantic AI
Introduction In the rapidly evolving landscape of AI development, Large Language Models (LLMs) have become powerful tools for generating dynamic content and responses. However,…
Read MoreUsing Playwright in LangGraph Agents for Automated Website Login
Introduction LangGraph provides a powerful framework for building agent-based applications powered by language models. When these applications need to interact with the web, Playwright…
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LangGraph Multi-Agent: Hands-on with a Supervisor Agent
In the ever-evolving landscape of artificial intelligence, multi-agent systems are becoming increasingly important for handling complex tasks efficiently. The LangGraph multi-agent project exemplifies this…
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Building Custom Chatbots with Atomic-Agents and OpenAI
Introduction Atomic-agents are modular AI components designed to perform specific tasks within a larger conversational system. Following the Unix philosophy of “do one thing…
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Load and Scale Testing Modern Web Applications – A Practical Guide
Introduction In today’s digital landscape, web applications must perform flawlessly under varying loads. Users expect instant responses and seamless experiences, regardless of traffic volume.…
Read MoreTesting LangGraph Agents with pytest and Test-Driven Development
Test-driven development (TDD) is a powerful approach for building robust and maintainable LangGraph agents. This guide will walk you through the process of implementing…
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Python Factory and Observer Pattern Implementations
Introduction Design patterns are essential tools in software development, providing reusable solutions to common problems. In this article, we’ll explore improved implementations of two…
Read MoreBaseModel vs TypedDict in LangGraph Agent State Management
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…
Read MoreStreamlining LLM Integration with LiteLLM
In the rapidly evolving landscape of Large Language Model (LLM) applications, developers often face significant challenges when integrating multiple LLM providers. Each provider—whether OpenAI,…
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