GCP Gemini API - Send multimodal prompt requests using local video

Question

Can you explain to me GCP Gemini API - Send multimodal prompt requests using local video

Answer 1

To send multimodal prompt requests with local video files using the GCP Gemini API, upload the video to a cloud storage service like Google Cloud Storage (GCS), make it publicly accessible, and reference its URL in your prompt.

Here is the code snippet you can refer to:

In the above code we are using the following key points:

• Vertex AI Initialization:

  • Sets up the Vertex AI environment with the specified project ID and location.

• Video URL Definition:

  • Specifies the publicly accessible URL of the video stored in GCS.

• Prompt Creation:

  • Crafts a prompt instructing the model to analyze the video content.

• Chat Model Initialization and Interaction:

  • Loads the pre-trained chat model and sends the prompt for processing.

• Response Handling:

  • Retrieves and prints the model's analysis of the video.

Hence, by uploading local video files to GCS and referencing their URLs in prompts, you can effectively utilize the GCP Gemini API for multimodal interactions.