This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

A framework for building multi-agent AI systems. Enables LLMs to collaborate through hierarchical organization, parallel task execution, and extensible tools.

A technical report / research paper repository for tool integrated reasoning.

Agentic framework for dynamic function calling across latest LLMs (gpt-4o, gemini-2.0-flash, groq modes, and anthropic models). Converts Python functions into provider-specific schemas for autonomous tool use. Features unified API, JSON schema generation, and integrated tool execution handling.

A Slidev presentation and developer guide to the Model Context Protocol (MCP) by Anthropic, covering AI integration, LLM tool use, core concepts, and implementation examples for AI agents. #mcp #a

AI Assistant with Chainlit Interface A multi-functional AI chatbot built with Chainlit, supporting tools like weather updates, news, jokes, currency exchange, and intelligent agents for writing, email generation, prompt egineering and translation. Users can switch between LLMs like Gemini, Llama, and Exaone, with interactive UI and chat history

Comprehensive guide for building AI tools using Model Context Protocol (MCP). Learn to develop, secure, and deploy production-ready AI integrations.

Tiny Automation Manager

SynMap generates a syntenic dotplot between two organisms and identifies syntenic regions

Project template providing structured initialization for tool integration and configuration