Alibaba Cloud Model Studio:Web search

import os
import dashscope
# 次の URL はシンガポールリージョン用です。呼び出す際に、{WorkspaceId} を実際のワークスペース ID に置き換えてください。URL はリージョンによって異なります。
dashscope.base_http_api_url = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1"

response = dashscope.Generation.call(
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    model="qwen-plus",
    messages=[{"role": "user", "content": "Alibaba stock price"}],
    enable_search=True,
    search_options={
        # Web 検索戦略、現在はエージェント戦略のみをサポート：Web 検索ツールと LLM を複数回呼び出し、複数回の情報取得とコンテンツ統合を可能にします
        "search_strategy": "agent",
        "enable_source": True # 検索ソースを返すかどうか
    },
    result_format="message",
)
print("="*20 + "検索結果" + "="*20)
for web in response.output.search_info["search_results"]:
    print(f"[{web['index']}]: [{web['title']}]({web['url']})")
print("="*20 + "応答内容" + "="*20)
print(response.output.choices[0].message.content)

レスポンスの例

====================検索結果====================
[1]: [Alibaba (BABA) Stock Price_Quotes_Chart - East Money](https://wap.eastmoney.com/quote/stock/106.BABA.html)
[2]: [Alibaba (BABA)_US Stock Quotes_Today's Price & Chart_Sina Finance](https://gu.sina.cn/quotes/us/BABA)
[3]: [Alibaba (BABA) Stock Latest Price, Real-time Chart, Price Analysis and Prediction](https://cn.investing.com/equities/alibaba)
[4]: [Alibaba-W (9988.HK) Stock Price, News, Quote & History - Yahoo Finance](https://hk.finance.yahoo.com/quote/9988.HK/)
[5]: [Alibaba (BABA) Stock Price_Quotes_Discussion - Xueqiu](https://xueqiu.com/S/BABA)
[6]: [Alibaba (BABA) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Moomoo](https://www.moomoo.com/hans/stock/BABA-US)
[7]: [Alibaba Group Holding Limited (BABA) Stock Price, News, Quote ...](https://finance.yahoo.com/quote/BABA/)
[8]: [Alibaba - Tencent Securities](https://gu.qq.com/usBABA.N)
[9]: [W(09988) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Alibaba - Moomoo](https://www.moomoo.com/hans/stock/09988-HK)
====================応答内容====================
最新の市場データによると、アリババの株価情報は以下の通りです：

*   **米国株 (BABA)**：
    *   本日の始値：160.98 USD
    *   昨日の終値：160.80 USD
    *   本日の高値：161.19 USD
    *   本日の安値：156.20 USD

*   **香港株 (09988.HK)**：
    *   最新の気配値は約：158.00 - 158.10 HKD
    *   本日の始値：156.50 HKD
    *   前営業日の終値：162.00 HKD
    *   本日の取引レンジ：156.30 - 158.40 HKD

import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.aigc.generation.SearchOptions;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.common.Role;
import java.util.Arrays;

public class Main {
    // 次の URL はシンガポールリージョン用です。呼び出す際に、{WorkspaceId} を実際のワークスペース ID に置き換えてください。URL はリージョンによって異なります。
    static {Constants.baseHttpApiUrl="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1";}
    public static void main(String[] args) {
        Generation gen = new Generation();
        Message userMsg = Message.builder()
                .role(Role.USER.getValue())
                .content("Alibaba's stock price")
                .build();

        SearchOptions searchOptions = SearchOptions.builder()
                // Web 検索戦略、'agent' のみをサポート
                .searchStrategy("agent")
                // 検索ソースを返す
                .enableSource(true)
                .build();

        GenerationParam param = GenerationParam.builder()
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                .model("qwen3-max")
                .messages(Arrays.asList(userMsg))
                .resultFormat(GenerationParam.ResultFormat.MESSAGE)
                .enableSearch(true)
                .searchOptions(searchOptions)
                .build();
        try {
            GenerationResult result = gen.call(param);
            System.out.println("=".repeat(20)+"検索結果"+"=".repeat(20));
            System.out.println(result.getOutput().getSearchInfo().getSearchResults());
            System.out.println("=".repeat(20)+"応答内容"+"=".repeat(20));
            System.out.println(result.getOutput().getChoices().get(0).getMessage().getContent());
        } catch (Exception e) {
            System.out.println("Error: " + e.getMessage());
        }
    }
}

レスポンスの例

====================検索結果====================
[SearchInfo.SearchResult(siteName=null, icon=null, index=1, title=Alibaba (BABA) Stock Price_Quotes_Chart - East Money, url=https://wap.eastmoney.com/quote/stock/106.BABA.html), SearchInfo.SearchResult(siteName=null, icon=null, index=2, title=Alibaba (BABA)_US Stock Quotes_Today's Price & Chart_Sina Finance, url=https://gu.sina.cn/quotes/us/BABA), SearchInfo.SearchResult(siteName=null, icon=null, index=3, title=Alibaba (BABA) Stock Latest Price, Real-time Chart, Price Analysis and Prediction, url=https://cn.investing.com/equities/alibaba), SearchInfo.SearchResult(siteName=null, icon=null, index=4, title=Alibaba (BABA) Stock Price_Quotes_Discussion - Xueqiu, url=https://xueqiu.com/S/BABA), SearchInfo.SearchResult(siteName=null, icon=null, index=5, title=Alibaba-W (9988.HK) Stock Price, News, Quote & History - Yahoo Finance, url=https://hk.finance.yahoo.com/quote/9988.HK/), SearchInfo.SearchResult(siteName=null, icon=null, index=6, title=Alibaba (BABA) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Moomoo, url=https://www.moomoo.com/hans/stock/BABA-US), SearchInfo.SearchResult(siteName=null, icon=null, index=7, title=Alibaba Group Holding Limited (BABA) - Yahoo Finance, url=https://finance.yahoo.com/quote/BABA/), SearchInfo.SearchResult(siteName=null, icon=null, index=8, title=Alibaba - Tencent Securities, url=https://gu.qq.com/usBABA.N), SearchInfo.SearchResult(siteName=null, icon=null, index=9, title=W(09988) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Alibaba - Moomoo, url=https://www.moomoo.com/hans/stock/09988-HK)]
====================応答内容====================
最新の市場データによると、アリババの株価は以下の通りです：

*   **米国株 (BABA)**：最新価格は約 **159.84 USD** です。
*   **香港株 (09988.HK)**：最新価格は約 **158.00 HKD** です。

株価は市場の取引に伴いリアルタイムで変動するため、上記の情報は参考用です。

# 次の URL はシンガポールリージョン用です。呼び出す際に、{WorkspaceId} を実際のワークスペース ID に置き換えてください。URL はリージョンによって異なります。
curl -X POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1/services/aigc/text-generation/generation \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
    "model": "qwen-plus",
    "input":{
        "messages":[      
            {
                "role": "user",
                "content": "Alibaba's stock price"
            }
        ]
    },
    "parameters": {
        "enable_search": true,
        "search_options": {
            "search_strategy": "agent",
            "enable_source": true
        },
        "result_format": "message"
    }
}'

レスポンスの例

{
  "output": {
    "choices": [
      {
        "finish_reason": "stop",
        "message": {
          "content": "最新の市場データによると、アリババは米国と香港の両証券取引所に上場しているため、株価は異なります：\n\n*   **米国株 (BABA)**：最新価格は約 **160.40 USD** です。\n    *   本日の始値：160.98 USD\n    *   本日の取引レンジ：156.20 - 161.19 USD\n\n*   **香港株 (09988.HK)**：最新価格は約 **158.10 HKD** です。\n    *   本日の始値：156.50 HKD\n    *   本日の取引レンジ：156.30 - 158.40 HKD\n\n株価は市場の取引に伴いリアルタイムで変動するため、上記の情報は参考用であることにご注意ください。",
          "role": "assistant"
        }
      }
    ],
    "search_info": {
      "search_results": [
        {
          "index": 1,
          "title": "Alibaba (BABA) Stock Price_Quotes_Chart - East Money",
          "url": "https://wap.eastmoney.com/quote/stock/106.BABA.html"
        },
        {
          "index": 2,
          "title": "Alibaba (BABA)_US Stock Quotes_Today's Price & Chart_Sina Finance",
          "url": "https://gu.sina.cn/quotes/us/BABA"
        },
        {
          "index": 3,
          "title": "Alibaba-W (9988.HK) Stock Price, News, Quote & History - Yahoo Finance",
          "url": "https://hk.finance.yahoo.com/quote/9988.HK/"
        },
        {
          "index": 4,
          "title": "Alibaba (BABA) Stock Latest Price, Real-time Chart, Price Analysis and Prediction",
          "url": "https://cn.investing.com/equities/alibaba"
        },
        {
          "index": 5,
          "title": "Alibaba (BABA) Stock Price_Quotes_Discussion - Xueqiu",
          "url": "https://xueqiu.com/S/BABA"
        },
        {
          "index": 6,
          "title": "Alibaba (BABA) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Moomoo",
          "url": "https://www.moomoo.com/hans/stock/BABA-US"
        },
        {
          "index": 7,
          "title": "W(09988) Stock Price, Market Cap, Real-time Quotes, Chart, Financials - Alibaba - Moomoo",
          "url": "https://www.moomoo.com/hans/stock/09988-HK"
        },
        {
          "index": 8,
          "title": "Alibaba Group Holding Limited (BABA) Stock Price, News, Quote & History",
          "url": "https://hk.finance.yahoo.com/quote/BABA/"
        },
        {
          "index": 9,
          "title": "Alibaba - Tencent Securities",
          "url": "https://gu.qq.com/usBABA.N"
        }
      ]
    }
  },
  "usage": {
    "input_tokens": 2004,
    "output_tokens": 203,
    "plugins": {
      "search": {
        "count": 1,
        "strategy": "agent"
      }
    },
    "prompt_tokens_details": {
      "cached_tokens": 0
    },
    "total_tokens": 2207
  },
  "request_id": "45c231d2-811e-4e04-a361-f2c1909f1dd9"
}