That’s correct! You can send images through uploading either the Files API from Gemini API or Google Cloud Storage (GCS) bucket reference. What we DON’T have a sample on is sending images through bytes. Here is a screenshot of the code sample from the “Get Code” function in the Vertex AI studio. https://drive.google.com/file/d/1rQRyS4ztJmVgL2ZW35NXY0TW-S0... Let me create a feature request to get these samples in our docs because I could not find a sample too. Fixing it