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Gen AI Experiments

· github.com/buildfastwithai/gen-ai-experiments

Collection of Jupyter notebooks is designed to provide you with a comprehensive guide to various AI tools and technologies

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About Gen AI Experiments

Gen AI Experiments is an MCP server in the Content category: collection of Jupyter notebooks is designed to provide you with a comprehensive guide to various AI tools and technologies.

Install

From source
git clone https://github.com/buildfastwithai/gen-ai-experiments

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

🤔 Why Gen-AI-Experiments?

  • 💡 Learn by Building - 130+ production-ready applications and experiments you can run, modify, and learn from
  • 🔥 Latest Tech Stack - Explore apps built with OpenAI, Anthropic, Gemini, QWEN, and open-source models
  • 🎓 From Beginner to Advanced - Structured learning path with starter, intermediate, and advanced projects
  • 🌍 Multi-Language Support - Projects supporting English, Hindi, and other Indian languages
  • 📚 100+ Libraries Covered - Comprehensive tutorials on LangChain, LlamaIndex, CrewAI, AG2, Weaviate, and 90+ more AI/ML libraries
  • 🚀 Production-Ready Code - Well-documented projects ready to deploy and integrate into your applications

📂 Featured AI Projects

🌱 Starter Projects

Perfect for beginners getting started with Gen AI:

🧠 Intermediate Projects

Build more complex AI systems:

🚀 Advanced Projects

Production-grade implementations and cutting-edge research:

🎯 40+ Production-Ready Applications

🤖 Chat & Communication

🎮 Games & Entertainment

📚 Education & Learning

💼 Business & Productivity

🔍 Research & Analysis

🛠️ Development Tools

🌐 Latest AI Integrations

🗂️ Folder Definitions + Top Cookbooks

Quick directory map to help contributors and learners navigate faster.

100-os-libraries/

agents/

apps/

  • Definition: End-to-end GenAI apps and demos, mostly app-first projects with selected cookbook assets.
  • Top Cookbooks:

cookbooks/

rag/

workshops/

fine-tuning/

experiments/

roadmaps/

genai-roadmap-site/

  • Definition: Frontend site implementation for the interactive roadmap experience.
  • Top Resources:

📈 Trending Notebooks

Curated from recently updated and high-interest notebooks available in this repository.

🚀 Getting Started

Prerequisites

  • Python 3.8+
  • pip or conda package manager
  • API keys for services you want to use (OpenAI, Anthropic, Google, etc.)

Quick Start

  1. Clone the repository

    git clone https://github.com/buildfastwithai/gen-ai-experiments.git
cd gen-ai-experiments

  2. Navigate to your desired project

    cd apps/your-desired-project

  3. Install dependencies

    pip install -r requirements.txt

  4. Set up API keys

    # Create a .env file and add your API keys
echo "OPENAI_API_KEY=your_key_here" > .env

  5. Run the application

    streamlit run app.py
# or
python app.py
# or
jupyter notebook

  6. Follow project-specific instructions in each project's README.md for detailed setup

🤝 Contributing

We welcome contributions from the community! Here's how you can help:

How to Contribute

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/AmazingFeature)
  3. Commit your changes (git commit -m 'Add some AmazingFeature')
  4. Push to the branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

Contribution Guidelines

  • Follow the existing project structure
  • Include a detailed README.md for new projects
  • Add requirements.txt with all dependencies
  • Test your code before submitting
  • Write clear commit messages
  • Update documentation as needed

Report Issues

Found a bug or have a feature request? Please create a GitHub Issue with:

  • Clear description of the issue/feature
  • Steps to reproduce (for bugs)
  • Expected vs actual behavior
  • Screenshots (if applicable)

🌟 Star History

Show your support by starring this repository!

Star History Chart

📬 Connect With Us

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Gen AI Experiments

How do I install Gen AI Experiments?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Gen AI Experiments safe to use with an AI agent?

Its trust score is 59 out of 100 (fair). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Gen AI Experiments still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.