借助 Webhook,当异步操作或长时间运行的操作 (LRO) 完成时,Gemini API 可以向您的服务器推送实时通知。这样一来,就不再需要轮询 API 以获取状态更新,从而缩短延迟时间并减少开销。
运作方式
您可以配置 Gemini API Webhook,使其在事件触发后立即向您的监听器网址发送 HTTP POST 请求,而无需反复轮询 GET /operations 来检查作业是否已完成。
Gemini API 支持两种配置 Webhook 的方式:
- 静态 Webhook:使用 Gemini WebhookService API 配置的项目级端点。适用于全局集成(例如,通知 Slack、同步数据库等)。
- 动态网络钩子:请求级替换,在特定作业调用的配置载荷中传递网络钩子网址。非常适合将特定作业路由到专用端点。
静态 Webhook
静态 webhook 是针对整个项目注册的,并且会针对任何匹配的事件触发。
创建网络钩子
您可以使用 SDK 或 REST API 创建端点。
重要提示:创建 Webhook 时,API 仅返回一次签名密钥。您必须安全地存储此密钥(例如,存储在环境变量中),以便日后验证签名。如果您丢失了签名密钥,则必须轮换该密钥。
Python
from google import genai
client = genai.Client()
webhook = client.webhooks.create(
name="MyBatchWebhook",
subscribed_events=["batch.succeeded", "batch.failed"],
uri="https://my-api.com/gemini-callback",
)
# Store webhook.new_signing_secret securely
webhook_secret = webhook.new_signing_secret
print(f"Created webhook: {webhook.name}, {webhook.id}")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function createWebhook() {
const webhook = await client.webhooks.create({
name: "MyBatchWebhook",
subscribed_events: ["batch.succeeded", "batch.failed"],
uri: "https://my-api.com/gemini-callback",
});
// Store webhook.signingSecret securely
const webhookSecret = webhook.new_signing_secret;
console.log(`Created webhook: ${webhook.name}, ${webhook.id}`);
}
createWebhook();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.webhooks.Webhook;
import com.google.genai.gaos.models.webhooks.WebhookInput;
import com.google.genai.gaos.models.webhooks.WebhookSubscribedEvent;
import java.util.Arrays;
Client client = new Client();
WebhookInput input =
WebhookInput.builder()
.name("MyBatchWebhook")
.subscribedEvents(
Arrays.asList(
WebhookSubscribedEvent.BATCH_SUCCEEDED, WebhookSubscribedEvent.BATCH_FAILED))
.uri("https://my-api.com/gemini-callback")
.build();
Webhook webhook = client.webhooks.create(input).webhook().get();
// Store webhook.newSigningSecret() securely
String webhookSecret = webhook.newSigningSecret().orElse("");
System.out.println(
"Created webhook: " + webhook.name().orElse("") + ", " + webhook.id().orElse(""));
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
"google.golang.org/genai/interactions/models/webhooks"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Webhooks.Create(ctx, operations.CreateWebhookRequest{
Body: webhooks.WebhookInput{
Name: genai.Ptr("MyBatchWebhook"),
SubscribedEvents: []webhooks.WebhookSubscribedEvent{
webhooks.WebhookSubscribedEventBatchSucceeded,
webhooks.WebhookSubscribedEventBatchFailed,
},
URI: "https://my-api.com/gemini-callback",
},
})
if err != nil {
log.Fatal(err)
}
webhook := res.Webhook
// Store webhook.GetNewSigningSecret() securely
_ = webhook.GetNewSigningSecret()
fmt.Printf("Created webhook: %v, %v\n", webhook.GetName(), webhook.GetID())
}
REST
curl -X POST \
"https://generativelanguage.googleapis.com/v1/webhooks" \
-H "Content-Type: application/json" \
-H "x-goog-api-key: $GEMINI_API_KEY" \
-d '{
"name": "MyBatchWebhook",
"uri": "https://my-api.com/gemini-callback",
"subscribed_events": ["batch.succeeded", "batch.failed"]
}'
如需详细了解如何设置服务器以接收数据,请参阅处理 Webhook 请求部分。
获取网络钩子
按资源名称检索特定 Webhook 的详细信息。
Python
from google import genai
client = genai.Client()
webhook = client.webhooks.get(id="<your_webhook_id>")
print(f"Webhook: {webhook.name}")
print(f"URI: {webhook.uri}")
print(f"Events: {webhook.subscribed_events}")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI(); // Assumes process.env.GEMINI_API_KEY is set
async function getWebhook() {
const webhook = await client.webhooks.get("<your_webhook_id>");
console.log(`Webhook: ${webhook.name}`);
console.log(`URI: ${webhook.uri}`);
console.log(`Events: ${webhook.subscribed_events}`);
}
getWebhook();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.webhooks.Webhook;
import java.util.Collections;
Client client = new Client();
Webhook webhook = client.webhooks.get("<your_webhook_id>").webhook().get();
System.out.println("Webhook: " + webhook.name().orElse(""));
System.out.println("URI: " + webhook.uri().orElse(""));
System.out.println("Events: " + webhook.subscribedEvents().orElse(Collections.emptyList()));
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Webhooks.Get(ctx, operations.GetWebhookRequest{
ID: "<your_webhook_id>",
})
if err != nil {
log.Fatal(err)
}
webhook := res.Webhook
if webhook.Name != nil {
fmt.Printf("Webhook: %s\n", *webhook.Name)
}
fmt.Printf("URI: %s\n", webhook.URI)
fmt.Printf("Events: %v\n", webhook.SubscribedEvents)
}
REST
curl -X GET \
"https://generativelanguage.googleapis.com/v1/webhooks/<your_webhook_id>" \
-H "x-goog-api-key: $GEMINI_API_KEY"
列出网络钩子
列出当前项目的所有已配置的 Webhook,并提供可选的分页功能。
Python
from google import genai
client = genai.Client()
webhooks = client.webhooks.list()
for wh in webhooks:
print(f"{wh.id}: {wh.name} -> {wh.uri}")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function listWebhooks() {
const webhooks = await client.webhooks.list();
for (const wh of webhooks) {
console.log(`${wh.id}: ${wh.name} -> ${wh.uri}`);
}
}
listWebhooks();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.webhooks.Webhook;
import com.google.genai.gaos.models.webhooks.WebhookListResponse;
import java.util.Collections;
Client client = new Client();
WebhookListResponse response =
client.webhooks.listDirect().webhookListResponse().orElse(new WebhookListResponse());
for (Webhook wh : response.webhooks().orElse(Collections.emptyList())) {
System.out.println(
wh.id().orElse("") + ": " + wh.name().orElse("") + " -> " + wh.uri().orElse(""));
}
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Webhooks.List(ctx, operations.ListWebhooksRequest{})
if err != nil {
log.Fatal(err)
}
if res.WebhookListResponse != nil {
for _, wh := range res.WebhookListResponse.Webhooks {
fmt.Printf("%v: %v -> %s\n", wh.GetID(), wh.GetName(), wh.URI)
}
}
}
REST
curl -X GET \
"https://generativelanguage.googleapis.com/v1/webhooks" \
-H "x-goog-api-key: $GEMINI_API_KEY"
更新 webhook
更新现有 Webhook 的属性,例如显示名称、目标 URI 或订阅的事件。
Python
from google import genai
client = genai.Client()
updated_webhook = client.webhooks.update(
id="<your_webhook_id>",
subscribed_events=["batch.succeeded", "batch.failed", "batch.cancelled"],
)
print(f"Updated webhook: {updated_webhook.name}")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function updateWebhook() {
const updatedWebhook = await client.webhooks.update(
"<your_webhook_id>",
{
subscribed_events: ["batch.succeeded", "batch.failed", "batch.cancelled"],
}
);
console.log(`Updated webhook: ${updatedWebhook.name}`);
}
updateWebhook();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.webhooks.Webhook;
import com.google.genai.gaos.models.webhooks.WebhookUpdate;
import com.google.genai.gaos.models.webhooks.WebhookUpdateSubscribedEvent;
import java.util.Arrays;
Client client = new Client();
WebhookUpdate updateBody =
WebhookUpdate.builder()
.subscribedEvents(
Arrays.asList(
WebhookUpdateSubscribedEvent.BATCH_SUCCEEDED,
WebhookUpdateSubscribedEvent.BATCH_FAILED,
WebhookUpdateSubscribedEvent.of("batch.cancelled")))
.build();
Webhook updatedWebhook =
client.webhooks
.update()
.id("<your_webhook_id>")
.updateMask("subscribed_events")
.body(updateBody)
.call()
.webhook()
.get();
System.out.println("Updated webhook: " + updatedWebhook.name().orElse(""));
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
"google.golang.org/genai/interactions/models/webhooks"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Webhooks.Update(ctx, operations.UpdateWebhookRequest{
ID: "<your_webhook_id>",
UpdateMask: genai.Ptr("subscribed_events"),
Body: &webhooks.WebhookUpdate{
SubscribedEvents: []webhooks.WebhookUpdateSubscribedEvent{
webhooks.WebhookUpdateSubscribedEventBatchSucceeded,
webhooks.WebhookUpdateSubscribedEventBatchFailed,
webhooks.WebhookUpdateSubscribedEvent("batch.cancelled"),
},
},
})
if err != nil {
log.Fatal(err)
}
if res.Webhook.Name != nil {
fmt.Printf("Updated webhook: %s\n", *res.Webhook.Name)
}
}
REST
curl -X PATCH \
"https://generativelanguage.googleapis.com/v1/webhooks/<your_webhook_id>" \
-H "Content-Type: application/json" \
-H "x-goog-api-key: $GEMINI_API_KEY" \
-d '{
"subscribed_events": ["batch.succeeded", "batch.failed", "batch.cancelled"]
}'
删除网络钩子
从项目中移除 webhook 端点。这会停止向相应端点传送未来的事件。
Python
from google import genai
client = genai.Client()
client.webhooks.delete(id="<your_webhook_id>")
print("Webhook deleted.")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function deleteWebhook() {
await client.webhooks.delete("<your_webhook_id>");
console.log("Webhook deleted.");
}
deleteWebhook();
Java
import com.google.genai.Client;
Client client = new Client();
client.webhooks.delete("<your_webhook_id>");
System.out.println("Webhook deleted.");
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
_, err = client.Webhooks.Delete(ctx, operations.DeleteWebhookRequest{
ID: "<your_webhook_id>",
})
if err != nil {
log.Fatal(err)
}
fmt.Println("Webhook deleted.")
}
REST
curl -X DELETE \
"https://generativelanguage.googleapis.com/v1/webhooks/<your_webhook_id>" \
-H "x-goog-api-key: $GEMINI_API_KEY"
轮替签名密钥
轮替网络钩子的签名密钥。您可以配置是立即撤消之前有效的密钥,还是在 24 小时的宽限期后撤消。
重要提示:新的签名密钥仅在轮换时返回一次。在更新验证逻辑之前,请务必妥善保存该密钥。
Python
from google import genai
from google.genai import types
client = genai.Client()
response = client.webhooks.rotate_signing_secret(
id="<your_webhook_id>",
revocation_behavior="REVOKE_PREVIOUS_SECRETS_AFTER_H24",
)
# Store response.secret securely, then update your server's verification config
print("New signing secret generated. Update your server configuration.")
JavaScript
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function rotateSigningSecret() {
const response = await client.webhooks.rotateSigningSecret(
"<your_webhook_id>",
{
revocation_behavior: "REVOKE_PREVIOUS_SECRETS_AFTER_H24",
}
);
// Store response.secret securely, then update your server's verification config
console.log("New signing secret generated. Update your server configuration.");
}
rotateSigningSecret();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.webhooks.RevocationBehavior;
import com.google.genai.gaos.models.webhooks.RotateSigningSecretRequest;
import com.google.genai.gaos.models.webhooks.WebhookRotateSigningSecretResponse;
Client client = new Client();
RotateSigningSecretRequest requestBody =
RotateSigningSecretRequest.builder()
.revocationBehavior(RevocationBehavior.REVOKE_PREVIOUS_SECRETS_AFTER_H24)
.build();
WebhookRotateSigningSecretResponse response =
client.webhooks
.rotateSigningSecret()
.id("<your_webhook_id>")
.body(requestBody)
.call()
.webhookRotateSigningSecretResponse()
.get();
// Store response.secret() securely, then update your server's verification config
String newSecret = response.secret().orElse("");
System.out.println("New signing secret generated. Update your server configuration.");
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/operations"
"google.golang.org/genai/interactions/models/webhooks"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Webhooks.RotateSigningSecret(ctx, operations.RotateSigningSecretRequest{
ID: "<your_webhook_id>",
Body: &webhooks.RotateSigningSecretRequest{
RevocationBehavior: webhooks.RevocationBehaviorRevokePreviousSecretsAfterH24.ToPointer(),
},
})
if err != nil {
log.Fatal(err)
}
// Store res.WebhookRotateSigningSecretResponse.GetSecret() securely, then update your server's verification config
_ = res.WebhookRotateSigningSecretResponse.GetSecret()
fmt.Println("New signing secret generated. Update your server configuration.")
}
REST
curl -X POST \
"https://generativelanguage.googleapis.com/v1/webhooks/<your_webhook_id>/rotate_secret" \
-H "Content-Type: application/json" \
-H "x-goog-api-key: $GEMINI_API_KEY" \
-d '{
"revocation_behavior": "REVOKE_PREVIOUS_SECRETS_AFTER_H24"
}'
在服务器上处理网络钩子请求
当发生您订阅的事件时,您的网络钩子网址会收到 HTTP POST 请求。您的端点必须在几秒钟内以 2xx 状态代码进行响应,以避免重试。为确保交付,Gemini API 会使用指数退避算法自动重试失败的请求,重试时间长达 24 小时。
Gemini 严格遵循标准 Webhook 规范来设置安全标头。使用签名标头签名和您存储的静态签名密钥,在服务器上验证载荷。如需了解载荷信息,请参阅 Webhook 信封部分。
以下是使用 Flask 实现 HTTP 监听器的示例:
Python
# pip install flask standardwebhooks
import os
from flask import Flask, request, jsonify
# Standard verification wrapper for Standard Webhook Headers
from standardwebhooks.webhooks import Webhook, WebhookVerificationError
app = Flask(__name__)
SIGNING_SECRET = os.environ.get('WEBHOOK_SIGNING_SECRET')
@app.route('/gemini-callback', methods=['POST'])
def gemini_callback():
payload = request.get_data(as_text=True)
headers = request.headers
try:
wh = Webhook(SIGNING_SECRET)
event = wh.verify(payload, headers)
except WebhookVerificationError as e:
return jsonify({"error": "Signature invalid"}), 400
# Process thin payload contents
if event.get("type") == "batch.succeeded":
print(f"Batch completed! ID: {event['data']['id']}")
if event["data"].get("output_file_uri"):
# For batch jobs with input file
print(f"Batch file: {event['data']['output_file_uri']}")
elif event.get("type") == "interaction.completed":
print(f"Interaction completed! ID: {event['data']['id']}")
elif event.get("type") == "video.generated":
print(f"Video generated! URI: {event['data']['output_file_uri']}")
return jsonify({"status": "received"}), 200
if __name__ == "__main__":
app.run(port=8000)
JavaScript
// npm install standardwebhooks
import { Webhook } from "standardwebhooks";
import express from "express";
const app = express();
const client = new GoogleGenAI({ webhookSecret: process.env.WEBHOOK_SIGNING_SECRET });
// Don't use express.json() because signature verification needs the raw text body
app.use(express.text({ type: "application/json" }));
app.post("/gemini-callback", async (req, res) => {
const payload = await req.text();
const headers: Record<string, string> = {};
req.headers.forEach((value, key) => {
headers[key] = value;
});
try {
const wh = new Webhook(process.env.WEBHOOK_SIGNING_SECRET);
const event = wh.verify(payload, headers) as Record<string, any>;
console.log(`Event type: ${event.type}, data: ${JSON.stringify(event.data)}`);
// Process thin payload contents
if (event.type === "batch.succeeded") {
console.log(`Batch completed! ID: ${event.data.id}`);
if (event.data.output_file_uri) {
// For batch jobs with input file
console.log(`Batch file: ${event.data.output_file_uri}`);
}
} else if (event.type === "interaction.completed") {
console.log(`Interaction completed! ID: ${event.data.id}`);
} else if (event.type === "video.generated") {
console.log(`Video generated! URI: ${event.data.output_file_uri}`);
}
res.status(200).json({ status: "received" });
} catch (e) {
console.error("Webhook verification failed:", e);
res.status(400).send("Invalid signature");
}
});
app.listen(8000, () => {
console.log("Webhook server is running on port 8000");
});
Java
import com.sun.net.httpserver.HttpServer;
import java.io.OutputStream;
import java.net.InetSocketAddress;
import java.nio.charset.StandardCharsets;
import java.util.Base64;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import javax.crypto.Mac;
import javax.crypto.spec.SecretKeySpec;
String signingSecret = System.getenv("WEBHOOK_SIGNING_SECRET");
HttpServer server = HttpServer.create(new InetSocketAddress(8000), 0);
server.createContext(
"/gemini-callback",
exchange -> {
String payload =
new String(exchange.getRequestBody().readAllBytes(), StandardCharsets.UTF_8);
String msgId = exchange.getRequestHeaders().getFirst("webhook-id");
String msgTimestamp = exchange.getRequestHeaders().getFirst("webhook-timestamp");
String msgSignature = exchange.getRequestHeaders().getFirst("webhook-signature");
try {
String toSign = msgId + "." + msgTimestamp + "." + payload;
Mac mac = Mac.getInstance("HmacSHA256");
byte[] secretBytes =
Base64.getDecoder().decode(signingSecret.replaceFirst("^whsec_", ""));
mac.init(new SecretKeySpec(secretBytes, "HmacSHA256"));
String expectedSig =
"v1,"
+ Base64.getEncoder()
.encodeToString(mac.doFinal(toSign.getBytes(StandardCharsets.UTF_8)));
if (msgSignature == null || !msgSignature.contains(expectedSig)) {
byte[] resp = "{\"error\": \"Signature invalid\"}".getBytes(StandardCharsets.UTF_8);
exchange.sendResponseHeaders(400, resp.length);
try (OutputStream os = exchange.getResponseBody()) {
os.write(resp);
}
return;
}
Matcher typeMatcher = Pattern.compile("\"type\"\\s*:\\s*\"([^\"]+)\"").matcher(payload);
String type = typeMatcher.find() ? typeMatcher.group(1) : "";
Matcher idMatcher = Pattern.compile("\"id\"\\s*:\\s*\"([^\"]+)\"").matcher(payload);
String id = idMatcher.find() ? idMatcher.group(1) : "";
Matcher uriMatcher =
Pattern.compile("\"output_file_uri\"\\s*:\\s*\"([^\"]+)\"").matcher(payload);
String outputFileUri = uriMatcher.find() ? uriMatcher.group(1) : "";
if ("batch.succeeded".equals(type)) {
System.out.println("Batch completed! ID: " + id);
if (!outputFileUri.isEmpty()) {
System.out.println("Batch file: " + outputFileUri);
}
} else if ("interaction.completed".equals(type)) {
System.out.println("Interaction completed! ID: " + id);
} else if ("video.generated".equals(type)) {
System.out.println("Video generated! URI: " + outputFileUri);
}
byte[] resp = "{\"status\": \"received\"}".getBytes(StandardCharsets.UTF_8);
exchange.sendResponseHeaders(200, resp.length);
try (OutputStream os = exchange.getResponseBody()) {
os.write(resp);
}
} catch (Exception e) {
exchange.sendResponseHeaders(400, -1);
}
});
server.start();
Go
package main
import (
"crypto/hmac"
"crypto/sha256"
"encoding/base64"
"encoding/json"
"fmt"
"io"
"log"
"net/http"
"os"
"strings"
)
func main() {
signingSecret := os.Getenv("WEBHOOK_SIGNING_SECRET")
http.HandleFunc("/gemini-callback", func(w http.ResponseWriter, r *http.Request) {
payloadBytes, err := io.ReadAll(r.Body)
if err != nil {
http.Error(w, `{"error": "Failed to read body"}`, http.StatusBadRequest)
return
}
payload := string(payloadBytes)
msgID := r.Header.Get("webhook-id")
msgTimestamp := r.Header.Get("webhook-timestamp")
msgSignature := r.Header.Get("webhook-signature")
secretBytes, err := base64.StdEncoding.DecodeString(strings.TrimPrefix(signingSecret, "whsec_"))
if err != nil {
http.Error(w, `{"error": "Invalid secret"}`, http.StatusBadRequest)
return
}
toSign := fmt.Sprintf("%s.%s.%s", msgID, msgTimestamp, payload)
mac := hmac.New(sha256.New, secretBytes)
mac.Write([]byte(toSign))
expectedSig := "v1," + base64.StdEncoding.EncodeToString(mac.Sum(nil))
if msgSignature == "" || !strings.Contains(msgSignature, expectedSig) {
http.Error(w, `{"error": "Signature invalid"}`, http.StatusBadRequest)
return
}
var event struct {
Type string `json:"type"`
Data struct {
ID string `json:"id"`
OutputFileURI string `json:"output_file_uri"`
} `json:"data"`
}
_ = json.Unmarshal(payloadBytes, &event)
switch event.Type {
case "batch.succeeded":
fmt.Printf("Batch completed! ID: %s\n", event.Data.ID)
if event.Data.OutputFileURI != "" {
fmt.Printf("Batch file: %s\n", event.Data.OutputFileURI)
}
case "interaction.completed":
fmt.Printf("Interaction completed! ID: %s\n", event.Data.ID)
case "video.generated":
fmt.Printf("Video generated! URI: %s\n", event.Data.OutputFileURI)
}
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
_, _ = w.Write([]byte(`{"status": "received"}`))
})
log.Fatal(http.ListenAndServe(":8000", nil))
}
动态 webhook
借助动态 webhook,您可以将 webhook 端点绑定到特定请求配置,非常适合代理编排队列。动态 Webhook 利用非对称公钥 JWKS 签名(而非对称密钥)。
提交动态请求
在触发异步作业(例如创建批处理)时添加 webhook_config。
Python
# This will only work for SDK newer than 2.0.0
from google import genai
client = genai.Client()
response = client.interactions.create(
model='gemini-3.8-flash',
input='Tell me a short joke about programming.',
background=True, # Required when webhook_config is specified
webhook_config={
'uris': ["https://my-api.com/gemini-webhook-dynamic"],
'user_metadata': {"job_group": "nightly-eval", "priority": "high"}
}
)
print(f"Interaction created! ID: {response.id}")
print(f"Status: {response.status}")
JavaScript
// This will only work for SDK newer than 2.0.0
import { GoogleGenAI } from "@google/genai";
const client = new GoogleGenAI();
async function createInteractionWithWebhook() {
const response = await client.interactions.create({
model: "gemini-3.8-flash",
input: "Tell me a short joke about programming.",
background: true, // Required when webhook_config is specified
webhook_config: {
uris: ["https://my-api.com/gemini-webhook-dynamic"],
user_metadata: { job_group: "nightly-eval", priority: "high" },
},
});
console.log(`Interaction created! ID: ${response.id}`);
console.log(`Status: ${response.status}`);
}
createInteractionWithWebhook();
Java
import com.google.genai.Client;
import com.google.genai.gaos.models.interactions.CreateModelInteraction;
import com.google.genai.gaos.models.interactions.Interaction;
import com.google.genai.gaos.models.interactions.InteractionStatus;
import com.google.genai.gaos.models.interactions.InteractionsInput;
import com.google.genai.gaos.models.interactions.WebhookConfig;
import com.google.genai.gaos.models.operations.CreateInteractionRequestBody;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
Client client = new Client();
Map<String, Object> userMetadata = new HashMap<>();
userMetadata.put("job_group", "nightly-eval");
userMetadata.put("priority", "high");
WebhookConfig webhookConfig =
WebhookConfig.builder()
.uris(Arrays.asList("https://my-api.com/gemini-webhook-dynamic"))
.userMetadata(userMetadata)
.build();
CreateModelInteraction params =
CreateModelInteraction.builder()
.model("gemini-3.8-flash")
.input(InteractionsInput.of("Tell me a short joke about programming."))
.background(true) // Required when webhookConfig is specified
.webhookConfig(webhookConfig)
.build();
Interaction response =
client.interactions.create(CreateInteractionRequestBody.of(params)).interaction().get();
System.out.println("Interaction created! ID: " + response.id().orElse(""));
System.out.println(
"Status: " + response.status().map(InteractionStatus::value).orElse(""));
Go
package main
import (
"context"
"fmt"
"log"
"google.golang.org/genai"
"google.golang.org/genai/interactions/models/interactions"
"google.golang.org/genai/interactions/models/operations"
)
func main() {
ctx := context.Background()
client, err := genai.NewClient(ctx, nil)
if err != nil {
log.Fatal(err)
}
res, err := client.Interactions.Create(ctx, operations.CreateInteractionRequest{
Body: operations.NewCreateInteractionRequestBody(interactions.CreateModelInteraction{
Model: interactions.Model("gemini-3.8-flash"),
Input: interactions.NewInteractionsInput("Tell me a short joke about programming."),
Background: genai.Ptr(true), // Required when WebhookConfig is specified
WebhookConfig: &interactions.WebhookConfig{
Uris: []string{"https://my-api.com/gemini-webhook-dynamic"},
UserMetadata: map[string]any{
"job_group": "nightly-eval",
"priority": "high",
},
},
}),
})
if err != nil {
log.Fatal(err)
}
if res.Interaction.ID != nil {
fmt.Printf("Interaction created! ID: %s\n", *res.Interaction.ID)
}
fmt.Printf("Status: %s\n", res.Interaction.Status)
}
REST
# Specifies the API revision to avoid breaking changes when they become default
curl -X POST \
"https://generativelanguage.googleapis.com/v1beta/interactions" \
-H "Content-Type: application/json" \
-H "x-goog-api-key: $GEMINI_API_KEY" \
-d '{
"model": "gemini-3.8-flash",
"input": "Tell me a short joke about programming.",
"background": true,
"webhook_config": {
"uris": ["https://my-api.com/gemini-webhook-dynamic"],
"user_metadata": {"job_group": "nightly-eval", "priority": "high"}
}
}'
验证动态签名 (JWKS)
动态 Webhook 请求会发出 JSON Web 令牌 (JWT) 签名。您的监听器必须提取签名并使用 Google 的公共证书端点对其进行验证。
Python
import jwt
import requests
from flask import Flask, request, jsonify
app = Flask(__name__)
# Google public cert list endpoint
JWKS_URI = "https://generativelanguage.googleapis.com/.well-known/jwks.json"
def load_google_public_key(kid):
response = requests.get(JWKS_URI).json()
for key_item in response.get('keys', []):
if key_item.get('kid') == kid:
# Convert JWK to Cert wrapper
return jwt.algorithms.RSAAlgorithm.from_jwk(key_item)
return None
@app.route('/gemini-webhook-dynamic', methods=['POST'])
def dynamic_handler():
payload = request.get_data(as_text=True)
headers = request.headers
token = headers.get('Webhook-Signature')
if not token:
return jsonify({"error": "No signature header"}), 400
try:
# Extract kid from JWT header
unverified_headers = jwt.get_unverified_header(token)
pub_key = load_google_public_key(unverified_headers.get('kid'))
if not pub_key:
return jsonify({"error": "Key cert not found"}), 400
# Verify Signature against expected audience (e.g., your project client ID)
event = jwt.decode(
token,
pub_key,
algorithms=["RS256"],
audience="your-configured-audience"
)
except Exception as e:
return jsonify({"error": "Invalid Dynamic signature", "details": str(e)}), 400
print("Verified Dynamic payload success.")
return jsonify({"status": "received"}), 200
JavaScript
import { GoogleGenAI } from "@google/genai";
import express from "express";
import jwt from "jsonwebtoken";
import jwksClient from "jwks-rsa";
const app = express();
app.use(express.text({ type: 'application/json' }));
const client = jwksClient({
jwksUri: "https://generativelanguage.googleapis.com/.well-known/jwks.json"
});
function getKey(header, callback) {
client.getSigningKey(header.kid, (err, key) => {
const signingKey = key.getPublicKey();
callback(null, signingKey);
});
}
app.post('/gemini-webhook-dynamic', (req, res) => {
const token = req.headers['webhook-signature'];
if (!token) {
return res.status(400).json({ error: "No signature header" });
}
jwt.verify(
token,
getKey,
{
algorithms: ["RS256"],
audience: "your-configured-audience"
},
(err, decoded) => {
if (err) {
return res.status(400).json({ error: "Invalid Dynamic signature", details: err.message });
}
console.log("Verified Dynamic payload success.");
res.status(200).json({ status: "received" });
}
);
});
Java
import com.sun.net.httpserver.HttpServer;
import java.io.InputStream;
import java.io.OutputStream;
import java.math.BigInteger;
import java.net.InetSocketAddress;
import java.net.URI;
import java.nio.charset.StandardCharsets;
import java.security.KeyFactory;
import java.security.PublicKey;
import java.security.Signature;
import java.security.spec.RSAPublicKeySpec;
import java.util.Base64;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
String jwksUri = "https://generativelanguage.googleapis.com/.well-known/jwks.json";
HttpServer server = HttpServer.create(new InetSocketAddress(8000), 0);
server.createContext(
"/gemini-webhook-dynamic",
exchange -> {
String token = exchange.getRequestHeaders().getFirst("Webhook-Signature");
if (token == null || token.split("\\.").length != 3) {
byte[] resp = "{\"error\": \"No signature header\"}".getBytes(StandardCharsets.UTF_8);
exchange.sendResponseHeaders(400, resp.length);
try (OutputStream os = exchange.getResponseBody()) {
os.write(resp);
}
return;
}
try {
String[] parts = token.split("\\.");
String headerJson =
new String(Base64.getUrlDecoder().decode(parts[0]), StandardCharsets.UTF_8);
Matcher kidMatcher = Pattern.compile("\"kid\"\\s*:\\s*\"([^\"]+)\"").matcher(headerJson);
String kid = kidMatcher.find() ? kidMatcher.group(1) : "";
PublicKey pubKey = null;
try (InputStream in = URI.create(jwksUri).toURL().openStream()) {
String jwksJson = new String(in.readAllBytes(), StandardCharsets.UTF_8);
Matcher keyBlockMatcher =
Pattern.compile(
"\\{[^}]*\"kid\"\\s*:\\s*\"" + Pattern.quote(kid) + "\"[^}]*\\}")
.matcher(jwksJson);
if (keyBlockMatcher.find()) {
String keyBlock = keyBlockMatcher.group(0);
Matcher nMatcher = Pattern.compile("\"n\"\\s*:\\s*\"([^\"]+)\"").matcher(keyBlock);
Matcher eMatcher = Pattern.compile("\"e\"\\s*:\\s*\"([^\"]+)\"").matcher(keyBlock);
if (nMatcher.find() && eMatcher.find()) {
BigInteger n =
new BigInteger(1, Base64.getUrlDecoder().decode(nMatcher.group(1)));
BigInteger e =
new BigInteger(1, Base64.getUrlDecoder().decode(eMatcher.group(1)));
pubKey =
KeyFactory.getInstance("RSA").generatePublic(new RSAPublicKeySpec(n, e));
}
}
}
Signature sig = Signature.getInstance("SHA256withRSA");
sig.initVerify(pubKey);
sig.update((parts[0] + "." + parts[1]).getBytes(StandardCharsets.UTF_8));
boolean verified = sig.verify(Base64.getUrlDecoder().decode(parts[2]));
if (!verified) {
throw new SecurityException("Signature verification failed");
}
System.out.println("Verified Dynamic payload success.");
byte[] resp = "{\"status\": \"received\"}".getBytes(StandardCharsets.UTF_8);
exchange.sendResponseHeaders(200, resp.length);
try (OutputStream os = exchange.getResponseBody()) {
os.write(resp);
}
} catch (Exception e) {
byte[] resp =
("{\"error\": \"Invalid Dynamic signature\", \"details\": \""
+ e.getMessage()
+ "\"}")
.getBytes(StandardCharsets.UTF_8);
exchange.sendResponseHeaders(400, resp.length);
try (OutputStream os = exchange.getResponseBody()) {
os.write(resp);
}
}
});
server.start();
Go
package main
import (
"crypto"
"crypto/rsa"
"crypto/sha256"
"encoding/base64"
"encoding/json"
"fmt"
"io"
"log"
"math/big"
"net/http"
"strings"
)
func main() {
jwksURI := "https://generativelanguage.googleapis.com/.well-known/jwks.json"
http.HandleFunc("/gemini-webhook-dynamic", func(w http.ResponseWriter, r *http.Request) {
token := r.Header.Get("Webhook-Signature")
parts := strings.Split(token, ".")
if len(parts) != 3 {
http.Error(w, `{"error": "No signature header"}`, http.StatusBadRequest)
return
}
headerBytes, err := base64.RawURLEncoding.DecodeString(parts[0])
if err != nil {
http.Error(w, `{"error": "Invalid header"}`, http.StatusBadRequest)
return
}
var header struct {
Kid string `json:"kid"`
}
_ = json.Unmarshal(headerBytes, &header)
resp, err := http.Get(jwksURI)
if err != nil {
http.Error(w, `{"error": "Failed to fetch JWKS"}`, http.StatusBadRequest)
return
}
defer resp.Body.Close()
jwksBytes, _ := io.ReadAll(resp.Body)
var jwks struct {
Keys []struct {
Kid string `json:"kid"`
N string `json:"n"`
E string `json:"e"`
} `json:"keys"`
}
_ = json.Unmarshal(jwksBytes, &jwks)
var pubKey *rsa.PublicKey
for _, k := range jwks.Keys {
if k.Kid == header.Kid {
nBytes, _ := base64.RawURLEncoding.DecodeString(k.N)
eBytes, _ := base64.RawURLEncoding.DecodeString(k.E)
pubKey = &rsa.PublicKey{
N: new(big.Int).SetBytes(nBytes),
E: int(new(big.Int).SetBytes(eBytes).Int64()),
}
break
}
}
if pubKey == nil {
http.Error(w, `{"error": "Matching key not found"}`, http.StatusBadRequest)
return
}
sigBytes, _ := base64.RawURLEncoding.DecodeString(parts[2])
hashed := sha256.Sum256([]byte(parts[0] + "." + parts[1]))
if err := rsa.VerifyPKCS1v15(pubKey, crypto.SHA256, hashed[:], sigBytes); err != nil {
http.Error(w, `{"error": "Invalid Dynamic signature"}`, http.StatusBadRequest)
return
}
fmt.Println("Verified Dynamic payload success.")
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
_, _ = w.Write([]byte(`{"status": "received"}`))
})
log.Fatal(http.ListenAndServe(":8000", nil))
}
网络钩子信封
为避免带宽拥塞,Gemini webhook 使用精简载荷模型来传送数据。传送内容会发送包含状态详细信息和结果指针的快照,而不是原始输出文件本身。
以下是载荷格式示例:
{
"type": "batch.succeeded",
"version": "v1",
"timestamp": "2026-01-22T12:00:00Z",
"data": {
"id": "batch_123456",
"output_file_uri": "gs://my-bucket/results.jsonl"
}
}
活动目录参考
系统会针对支持的作业触发以下事件:
| 事件类型 | 触发器 | 载荷项 (data) |
|---|---|---|
batch.succeeded |
处理已成功完成。 | id、output_file_uri |
batch.cancelled |
用户取消了请求 | id |
batch.expired |
批次在 24 小时内未处理(完成) | id |
batch.failed |
批量作业失败(系统或验证错误)。 | id、error_code、error_message |
interaction.requires_action |
函数调用,用户需要执行某些操作 | id |
interaction.completed |
互动 API 中的 LRO 成功 | id |
interaction.failed |
互动 API 中的 LRO 失败(系统或验证错误)。 | id、error_code、error_message |
interaction.cancelled |
取消了 interactions API 中的 LRO | id |
video.generated |
视频生成 LRO 已完成。 | id、output_file_uri、file_name |
最佳做法
为确保运行可靠且可扩缩,请执行以下操作:
- 严格的重放保护检查:所有请求都带有
webhook-timestamp标头。始终在服务器配置层验证此时间戳,以拒绝超过 5 分钟的载荷(以缓解重放攻击)。 - 异步处理:在检测到有效签名后立即使用
2xx OK进行响应,并在内部将解析操作排入队列。如果监听器保持时间过长,则会触发传送重试周期。 - 重复数据处理:标准 Webhook 提供“至少一次”的交付保证。使用一致的
webhook-id标头来处理高拥塞流量中可能出现的重复项。
接下来怎么做?
- Batch API:利用 Webhook 自动执行高流量端点。