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GoogleCloudPlatform/genmedia-creative-studio

A Python web app on Google Cloud's Vertex AI for generating images, video, music and speech with Gemini, Veo, Lyria and Chirp models.

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What is it?

GenMedia Creative Studio is a web application that gives a single interface to Google Cloud's generative media models. It covers image generation and editing with Gemini image models (Nano Banana variants) plus a virtual try-on feature, video generation with Gemini Omni and Veo, music generation with Lyria, and speech synthesis with Chirp 3 HD and Gemini Text to Speech.

Beyond raw model access, the app includes prebuilt workflows such as character consistency, shop-the-look, a starter-pack moodboard and an interior designer flow, along with an asset library for organizing outputs. It is built with Mesop, a Python framework for AI apps, on FastAPI, and runs locally with uv and Python 3.14 once a Google Cloud project with Vertex AI access is configured.

The project is provided as a demonstration and is not intended for production use. It includes Terraform-based deployment to Cloud Run, optional custom domains behind Identity Aware Proxy, and an experiments folder with stand-alone apps and MCP servers.

Key features

  • 01Image generation and editing with Gemini image models, including virtual try-on.
  • 02Video generation with Gemini Omni and Veo 3 / 3.1.
  • 03Music generation with Lyria 3 and 2.
  • 04Speech synthesis with Chirp 3 HD and Gemini Text to Speech.
  • 05Prebuilt workflows for character consistency, shop the look and interior design, plus an asset library.
  • 06Terraform deployment to Cloud Run with optional IAP and custom domains.

Use cases

  • Prototyping creative workflows that combine image, video, music and voice on Vertex AI.
  • Learning how to build a generative media web app with Mesop and FastAPI.
  • Exploring Gemini, Veo, Lyria and Chirp APIs through a working UI.
  • Using the experiments folder as a starting point for MCP-based media tools.

Quick start

  1. 1

    Install uv (macOS/Linux) from the README

  2. 2

    Authenticate to Google Cloud for Application Default Credentials

    gcloud auth application-default login
  3. 3

    Sync dependencies with uv

    uv sync
  4. 4

    Run the app, then open http://localhost:8080/

    uv run main.py

Things to know

  • Requires Python 3.14+ and a Google Cloud project with Vertex AI access.
  • Generation calls go to Vertex AI, so usage is billed to your Google Cloud account.
  • The README says it is for demonstration only and not for production use.
  • This is not an officially supported Google product.

In collections

AI video & audio toolsAI image generators & Stable Diffusion tools

Topics

#generative-ai#vertex-ai#image-generation#video-generation#text-to-speech#music-generation#mesop#google-cloud#chirp#gemini

FAQ

What is genmedia-creative-studio?
A Python web app on Google Cloud's Vertex AI for generating images, video, music and speech with Gemini, Veo, Lyria and Chirp models. GenMedia Creative Studio is a web application that gives a single interface to Google Cloud's generative media models. It covers image generation and editing with Gemini image models (Nano Banana variants) plus a virtual try-on feature, video generation with Gemini Omni and Veo, music generation with Lyria, and speech synthesis with Chirp 3 HD and Gemini Text to Speech.
Is genmedia-creative-studio free to use? What license does it have?
genmedia-creative-studio is open source under the Apache-2.0 license. Check the license terms before using it in commercial products.
Is genmedia-creative-studio still maintained?
Actively maintained. The last commit to genmedia-creative-studio was on Nov 5, 2026.
What can I use genmedia-creative-studio for?
Prototyping creative workflows that combine image, video, music and voice on Vertex AI. Learning how to build a generative media web app with Mesop and FastAPI. Exploring Gemini, Veo, Lyria and Chirp APIs through a working UI. Using the experiments folder as a starting point for MCP-based media tools.
How do I install genmedia-creative-studio?
Install uv (macOS/Linux) from the README Authenticate to Google Cloud for Application Default Credentials: gcloud auth application-default login Sync dependencies with uv: uv sync Run the app, then open http://localhost:8080/: uv run main.py
Where can I get genmedia-creative-studio?
The source code and installation instructions are on GitHub: https://github.com/GoogleCloudPlatform/genmedia-creative-studio

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