NirDiamant/GenAI_Agents

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

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Covers concrete agent implementations spanning LangChain, LangGraph, and PydanticAI frameworks with working code examples for conversational, reasoning, and multi-agent systems. The repository emphasizes practical patterns like state management via LangGraph, tool integration through function calling, and agentic loop workflows—moving beyond conceptual tutorials to production-relevant architectures. Additionally includes specialized implementations for RAG integration, data analysis, and academic workflows that demonstrate real-world application patterns.

20,455 stars.

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Maturity 16 / 25
Community 23 / 25

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Feb 17, 2026

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