Creating Custom Tools with CrewAI
CrewAI is a framework that enables the orchestration of multiple AI agents working together to…
ML-AI Python
ML-AI Python
Getting Started with Crew.ai: Building Crews in Python
What is Crew.ai? At its core, Crew.ai is an innovative open-source framework designed for orchestrating…
Python Jupyter Notebooks
Creating 3D Visualizations with Matplotlib in Python
Introduction Data visualization has evolved beyond simple 2D plots, and Matplotlib’s powerful 3D capabilities enable…
Python ML-AI
Coercing LLM Agents into Structured Responses using Pydantic AI
Introduction In the rapidly evolving landscape of AI development, Large Language Models (LLMs) have become…
ML-AI Python
Using Playwright in LangGraph Agents for Automated Website Login
Introduction LangGraph provides a powerful framework for building agent-based applications powered by language models. When…
ML-AI Python
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…
ML-AI Python
Building Custom Chatbots with Atomic-Agents and OpenAI
Introduction Atomic-agents are modular AI components designed to perform specific tasks within a larger conversational…
ML-AI Python
Testing LangGraph Agents with pytest and Test-Driven Development
Test-driven development (TDD) is a powerful approach for building robust and maintainable LangGraph agents. This…
Python
Python Factory and Observer Pattern Implementations
Introduction Design patterns are essential tools in software development, providing reusable solutions to common problems.…
ML-AI Python
BaseModel vs TypedDict in LangGraph Agent State Management
When developing agents with LangGraph, one of the fundamental decisions developers face is choosing between…