追踪 Google Gemini 应用

pip install langsmith google-genai

npm install langsmith@latest @google/genai

from google import genai
from langsmith import wrappers

def main():
    # genai.Client() 从环境中读取 GOOGLE_API_KEY / GEMINI_API_KEY
    gemini_client = genai.Client()

    # 包装 Gemini 客户端以启用 LangSmith 追踪
    client = wrappers.wrap_gemini(
        gemini_client,
        tracing_extra={
            "tags": ["gemini", "python"],
            "metadata": {
                "integration": "google-genai",
            },
        },
    )

    # 进行一次带追踪的 Gemini 调用
    response = client.models.generate_content(
        model="gemini-2.5-flash",
        contents="用简单的话解释量子计算。",
    )

    print(response.text)


if __name__ == "__main__":
    main()

import { GoogleGenAI } from "@google/genai";
import { wrapGemini } from "langsmith/wrappers/gemini";

const GEMINI_API_KEY = process.env.GEMINI_API_KEY;

// 初始化 Gemini 客户端
const geminiClient = new GoogleGenAI({ apiKey: GEMINI_API_KEY });

// 包装客户端以启用 LangSmith 追踪
// 配置将应用于通过此包装客户端发出的所有调用
const client = wrapGemini(geminiClient, {
  tags: ["gemini", "javascript"],
  metadata: {
    integration: "google-genai",
  },
});

// 进行一次调用 - 追踪自动发生
const response = await client.models.generateContent({
  model: "gemini-2.5-flash",
  contents: "用简单的话解释量子计算。",
});

console.log(response.text);