A structured collection of 53 step-by-step tutorials and ready-to-use implementations for building Generative AI agents, spanning from basic conversational bots to complex multi-agent systems. It serves as an educational resource for developers, AI engineers, and researchers learning GenAI agent techniques.
Project overview
Provides an extensive breadth of ready-to-use agent implementations covering diverse categories from beginner to deep research agents using standard frameworks.
Project type
AI Agent · RAG · Learning Resources
Use cases
Knowledge Q&A · Automation · Learning & Education
Deployment
Refer to project documentation
License
License pending
Best for
Developers, AI engineers, and researchers seeking structured, step-by-step tutorials and ready-to-use implementations to learn GenAI agent techniques from basic to advanced levels.
Key capabilities
A collection of 53 tutorials demonstrating various GenAI agent architectures and applications, ranging from basic conversational agents to complex multi-agent systems.
Includes tutorial implementations for foundational agents such as simple conversational agents, QA agents, and data analysis agents using LangChain and PydanticAI.
Features implementations for academic planning, literature review automation, and adaptive learning using multi-agent architectures.
Provides ready-to-use implementations for customer support, essay grading, travel planning, and contract analysis using LangGraph.
Limitations and risks
The project is licensed under a custom non-commercial license, restricting its use in commercial production deployments without additional licensing.
Getting started
Setup is considered easy and involves cloning the repository, navigating to a specific technique of interest, and following the detailed implementation guide within the technique's Jupyter notebook.
Evidence and sources
GitHub project description: 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
README: Below is a comprehensive overview of our GenAI agent implementations, organized by category and functionality. Each implementation is designed to showcase different aspects of AI…
README: Our goal is to provide a valuable resource for everyone - from beginners taking their first steps in AI to seasoned practitioners pushing the boundaries of what's possible. By off…
README: Recently added: Document Intake Agent, HR AI Assistant, Art Tourguide with LightRAG, Contextual Quoting System, ML/DS Assistant | 53 tutorials and growing