部署作業和端點

# google-cloud-aiplatform >= 1.79.0 is required
import vertexai
from vertexai.generative_models import GenerativeModel

vertexai.init(project='GOOGLE_CLOUD_PROJECT', location='GOOGLE_CLOUD_LOCATION')

client = genai.Client(
    enterprise=True,
    project='GOOGLE_CLOUD_PROJECT',
    location='GOOGLE_CLOUD_LOCATION'
)

GOOGLE_CLOUD_PROJECT="GOOGLE_CLOUD_PROJECT"
GOOGLE_CLOUD_LOCATION="GOOGLE_CLOUD_LOCATION"
MODEL_ID="MODEL_ID"

curl -X POST \
  -H "Authorization: Bearer $(gcloud auth print-access-token)" \
  -H "Content-Type: application/json" \
  "https://${GOOGLE_CLOUD_LOCATION}-aiplatform.googleapis.com/v1/projects/${GOOGLE_CLOUD_PROJECT}/locations/${GOOGLE_CLOUD_LOCATION}/publishers/google/models/${MODEL_ID}:generateContent" \
  -d '{
    "contents": {
      "role": "user",
      "parts": {
        "text": "Explain how AI works in a few words."
      }
    }
  }'

import vertexai
from google.adk.agents import Agent

# Set the multi-region location on the client
client = vertexai.Client(
    project='GOOGLE_CLOUD_PROJECT',
    location='GOOGLE_CLOUD_LOCATION'
)

# The agent will use this configuration
agent = Agent(
    model="gemini-3.5-flash",
    name='my_agent'
)

from google import genai

# location must be set to 'us' or 'eu' for multi-region routing
client = genai.Client(
    enterprise=True,
    project='GOOGLE_CLOUD_PROJECT',
    location='GOOGLE_CLOUD_LOCATION'
)

GOOGLE_CLOUD_PROJECT="GOOGLE_CLOUD_PROJECT"
MODEL_ID="gemini-3.5-flash"
GOOGLE_CLOUD_LOCATION="GOOGLE_CLOUD_LOCATION" # Must be 'us' or 'eu'
# Explicitly use the .rep. hostname for multi-region endpoints
API_ENDPOINT="https://aiplatform.${GOOGLE_CLOUD_LOCATION}.rep.googleapis.com"

curl -X POST \
  -H "Authorization: Bearer $(gcloud auth print-access-token)" \
  -H "Content-Type: application/json" \
  "${API_ENDPOINT}/v1/projects/${GOOGLE_CLOUD_PROJECT}/locations/${GOOGLE_CLOUD_LOCATION}/publishers/google/models/${MODEL_ID}:generateContent" \
  -d '{
    "contents": {
      "role": "user",
      "parts": {
        "text": "Explain how AI works in a few words"
      }
    }
  }'