Gemini 매니지드 에이전트를 위한 Credentials API

import { GoogleGenAI } from "@google/genai";
 
const ai = new GoogleGenAI({});
 
// 1. Store credentials once
const github = await ai.credentials.create({
  id: "github-mcp",
  type: "bearer_token",
  token: process.env.GITHUB_PAT!,
});
 
const geminiKey = await ai.credentials.create({
  id: "gemini-key",
  type: "environment_variable",
  value: process.env.GEMINI_API_KEY!,
  injection_location: ["header", "query"],
  trusted_domains: ["generativelanguage.googleapis.com"],
});
 
// 2. Define a reusable agent wired to both credentials
const agent = await ai.agents.create({
  id: "cookbook-pr-reviewer",
  base_agent: "antigravity-preview-09-2026",
  system_instruction:
    "You are a maintainer for google-gemini/cookbook. Use the github tools to inspect pull requests, and use the sandbox to smoke-test Gemini API snippets and draft release notes.",
  tools: [
    { type: "code_execution" },
    {
      type: "mcp_server",
      name: "github",
      url: "https://api.githubcopilot.com/mcp/",
      credential: github.id,
    },
  ],
  base_environment: {
    type: "remote",
    env: {
      GEMINI_API_KEY: { credential: geminiKey.id },
    },
  },
});
 
// 3. Run the agent
const interaction = await ai.interactions.create(
  {
    agent: agent.id,
    environment: "remote",
    input:
      "Draft a release note for the 3 most recently merged PRs in google-gemini/cookbook, and run a live smoke test against gemini-3.8-flash in the sandbox to verify the code snippet works.",
  },
  { timeout: 300000 },
);
 
console.log(interaction.output_text);

# Release Notes: `google-gemini/cookbook`
 
### 1. [PR #1347](https://github.com/google-gemini/cookbook/pull/1347) - Zero-Cloud Local Hybrid RAG Recipe with SQLite FTS5 & Gemini
- **Author:** @Cagrik34 | **Merged At:** 2026-09-28 10:49:52 UTC
- **Summary:** Combines SQLite FTS5 (`unicode61`) BM25 search with `text-embedding-004` dense vectors and Reciprocal Rank Fusion (RRF, k=60) in `examples/Zero_Cloud_Hybrid_RAG_SQLite_FTS5_Gemini.ipynb`.
 
### 2. [PR #1383](https://github.com/google-gemini/cookbook/pull/1383) - Fix `musicGenerationConfig` Schema in Lyria RealTime Notebook
- **Author:** @kkorpal | **Merged At:** 2026-09-28 10:29:00 UTC
- **Summary:** Updates `music_generation_config` to `musicGenerationConfig` and flattens the payload in `quickstarts/Get_started_LyriaRealTime.ipynb`.
 
### 3. [PR #1384](https://github.com/google-gemini/cookbook/pull/1384) - Fix HTTP 400 BadRequest via File API in Prompting Notebook
- **Author:** @kkorpal | **Merged At:** 2026-09-25 12:29:48 UTC
- **Summary:** Switches multimodal image upload in `quickstarts/Prompting.ipynb` to `client.files.upload`.

await ai.credentials.update("github-mcp", {
  type: "bearer_token",
  token: process.env.GITHUB_PAT_NEW!,
});
 
await ai.credentials.delete("github-mcp");
await ai.credentials.delete("gemini-key");