通过 Gemini API 中的 Webhooks 减少长时任务的摩擦与延迟

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Today, we're making it easier and more efficient to build complex, long-running agentic applications with the Gemini API. We are introducing event-driven Webhooks, a push-based notification system that eliminates the need for inefficient polling.

As Gemini shifts toward agentic workflows and high-volume processing — like Deep Research, long video generation, or processing thousands of prompts via the Batch API — operations can take minutes or even hours. Until now, developers had to rely on continuous polling (e.g., repeatedly callingGEToperations) to check if a job was completed.

Now, the Gemini API can simply push a real-time HTTP POST payload to your server the instant a task finishes.

We’ve built this with reliability and security in mind. Our implementation strictly adheres to the Standard Webhooks specification. Every request is signed using webhook-signature, webhook-id, and webhook-timestamp headers, ensuring idempotency and preventing replay attacks. We also guarantee "at-least-once" delivery with automatic retries for up to 24 hours.

How it works

You can configure webhooks globally at the project level (secured via HMAC), or override them dynamically on a per-request basis to route specific jobs (secured via JWKS).

Here's a quick example of how you can dynamically configure a webhook for a batch task using the Python SDK:

from google import genai
from google.genai import types

client = genai.Client()

file_batch_job = client.batches.create(
    model="gemini-3-flash-preview",
    src=inline_requests,
    config={
        "display_name": "My Setup",
        "webhook_config": {
            "uris": ["https://my-api.com/gemini-webhook-dynamic"],
            "user_metadata": {"job_group": "nightly-eval", "priority": "high"},
        },
    },
)

print(f"Created batch job: {file_batch_job.name}")

Get started today

This feature is available now for all developers using the Gemini API:

• Read the guide: Check out the Webhooks documentation to explore the full event catalog and learn how to secure your endpoints.
• Hands-on practice: We've prepared a comprehensive Cookbook to help you build an end-to-end integration with webhooks.