[Python] How to Use Gemini API to Process and Extract Data from an Image?

Discussão em 'Python' iniciado por Stack, Fevereiro 17, 2025.

  1. Stack

    Stack Membro Participativo

    I'm working on integrating Google's Gemini API into my project, where I need to analyze an image and extract meaningful data from it. However, I'm unsure about the proper way to send an image to Gemini and get a response.

    My Goal: Upload or provide an image to the Gemini API. Get text-based information about the image (such as objects, text, or descriptions). My Questions: What is the correct way to send an image to the Gemini API? Should it be base64-encoded or as a URL? What parameters should be included in the request? How can I interpret the response from Gemini to extract the relevant data? Are there any specific limitations on image size or format? What I've Tried: I checked the Google Gemini API documentation but found limited examples related to image processing. I attempted using Python's requests library, but I am unsure about the correct payload structure. If someone has successfully used Gemini API for image analysis, please share an example request and response format.

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