अपनी खुद की AI Coding Team बनाएं! AutoGen & Ollama Multi-Agent Python Tutorial

This Hindi tutorial demonstrates how to build your own AI coding team using AutoGen and Ollama for multi-agent Python development. The content covers setting up local AI agents that can collaborate on coding tasks, leveraging open-source models through Ollama, and orchestrating multiple agents using the AutoGen framework. This enables developers to create autonomous coding teams without relying on expensive cloud APIs.

Key Points

• •Use AutoGen framework to create multiple AI agents that can communicate and collaborate on coding tasks
• •Leverage Ollama to run open-source LLMs locally, reducing costs and improving privacy compared to cloud APIs
• •Configure agent roles and responsibilities (e.g., code reviewer, developer, tester) for specialized task handling
• •Implement agent-to-agent communication patterns where agents can review, critique, and improve each other's code
• •Set up local environment with Python, AutoGen, and Ollama for a complete self-hosted AI coding team
• •Use multi-turn conversations between agents to iteratively refine code quality and functionality
• •Deploy agents for specific coding workflows like debugging, code generation, and testing automation
• •Monitor and manage agent interactions to ensure productive collaboration and prevent infinite loops

Workflow Diagram

Concepts