Project Title

generative-ai — Sample code and notebooks for Generative AI on Google Cloud with Gemini on Vertex AI

Overview

The generative-ai project is a comprehensive repository of Jupyter Notebooks and code samples that facilitate the use, development, and management of generative AI workflows on Google Cloud, specifically with Vertex AI and Gemini models. It stands out for its focus on practical applications and integration with Google's suite of AI tools.

Key Features

Integration with Google Cloud's Vertex AI and Gemini models
Extensive collection of Jupyter Notebooks for quick start and learning
Sample apps and resources for developing generative AI workflows
Support for various AI applications including image generation, speech recognition, and search

Use Cases

Data scientists and developers using Google Cloud for building and deploying generative AI models
Enterprises looking to leverage Vertex AI for search engine solutions and data insights
Researchers and educators needing sample code and notebooks for learning and experimentation

Advantages

Direct integration with Google Cloud services for seamless deployment and scaling
Access to the latest generative AI models and APIs from Google
Rich set of resources for different AI applications, from vision to speech

Limitations / Considerations

Requires familiarity with Google Cloud and its services
The project's utility is tied to the availability and updates of Google's AI services
May have a steeper learning curve for those new to Jupyter Notebooks or Google Cloud

Hugging Face Transformers: A library of pre-trained models for Natural Language Processing, differing in its focus on NLP rather than generative AI across modalities.
TensorFlow Models: A collection of sample models and tutorials for TensorFlow, which is more general-purpose and not specific to Google Cloud.
PyTorch Hub: A platform for sharing PyTorch models, offering a broader range of community-contributed models but not as integrated with cloud services.

Basic Information

GitHub: https://github.com/GoogleCloudPlatform/generative-ai
Stars: 11,052
License: Unknown
Last Commit: 2025-07-16

📊 Project Information

Project Name: generative-ai
GitHub URL: https://github.com/GoogleCloudPlatform/generative-ai
Programming Language: Jupyter Notebook
⭐ Stars: 11,052
🍴 Forks: 3,198
📅 Created: 2023-05-05
🔄 Last Updated: 2025-07-16

🏷️ Project Topics

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📚 Documentation

🎥 Video Tutorials

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generative-ai

Project Description