# Copyright 2023 Google LLC

#

# Licensed under the Apache License, Version 2.0 (the "License");

# you may not use this file except in compliance with the License.

# You may obtain a copy of the License at

#

# https://www.apache.org/licenses/LICENSE-2.0

#

# Unless required by applicable law or agreed to in writing, software

# distributed under the License is distributed on an "AS IS" BASIS,

# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

# See the License for the specific language governing permissions and

# limitations under the License.

# [START aiplatform_gemini_get_started]

# TODO(developer): Vertex AI SDK - uncomment below & run

# pip3 install --upgrade --user google-cloud-aiplatform

# gcloud auth application-default login

import vertexai

from vertexai.generative_models import GenerativeModel, Part

def generate_text(project_id: str, location: str) -> str:

# Initialize Vertex AI

vertexai.init(project=project_id, location=location)

# Load the model

multimodal_model = GenerativeModel("gemini-1.0-pro-vision")

# Query the model

response = multimodal_model.generate_content(

[

# Add an example image

Part.from_uri(

"gs://generativeai-downloads/images/scones.jpg", mime_type="image/jpeg"

),

# Add an example query

"what is shown in this image?",

]

)

print(response)

return response.text

# [END aiplatform_gemini_get_started]