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imageSearchPic

Search for visually similar images in a dataset by providing an input image URL. This tool enables content-based image retrieval for finding matching or related visual content.

Instructions

根据输入的图片,从数据集中检索出与输入的图片内容相似的图片

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYes图片地址

Implementation Reference

  • The main handler function that validates input, constructs the COS API request for image search by picture, and returns the result or error.
    async imageSearchPic(params: ImageSearchPicParams) {
      // 验证并解析参数
      const validParams = ImageSearchPicParamsSchema.parse(params);
      const { uri } = validParams;
    
      try {
        const key = 'datasetquery/imagesearch'; // 固定值
        const appid = this.bucket.split('-').pop();
        const host = `${appid}.ci.${this.region}.myqcloud.com`;
        const url = `https://${host}/${key}`;
        const body = JSON.stringify({
          DatasetName: this.datasetName,
          Mode: 'pic',
          URI: uri,
        });
    
        const result = await this.cos.request({
          Method: 'POST', // 固定值,必须
          Key: key, // 必须
          Url: url, // 请求的url,必须
          Body: body, // 请求体参数,必须
          Headers: {
            // 设置请求体为 json,固定值,必须
            'Content-Type': 'application/json',
            // 设置响应体为json,固定值,必须
            Accept: 'application/json',
          },
        });
    
        return {
          success: true,
          message: '图像检索成功',
          // data: result.Body.toString()
          data: result,
        };
      } catch (error) {
        return {
          isSuccess: false,
          message: '图像检索失败',
          data: error,
        };
      }
    }
  • Zod schema and TypeScript type definition for the imageSearchPic tool parameters (uri: string). Used for input validation within the handler.
    export const ImageSearchPicParamsSchema = z.object({
      uri: z.string(),
    });
    export type ImageSearchPicParams = z.infer<typeof ImageSearchPicParamsSchema>;
  • src/server.ts:491-509 (registration)
    MCP server tool registration for 'imageSearchPic', defining the input schema, description, and wrapper handler that delegates to the CIMateInsightService instance.
    server.tool(
      'imageSearchPic',
      '根据输入的图片,从数据集中检索出与输入的图片内容相似的图片',
      {
        uri: z.string().describe('图片地址'),
      },
      async ({ uri }) => {
        const res = await CIMateInsightInstance.imageSearchPic({ uri });
        return {
          content: [
            {
              type: 'text',
              text: JSON.stringify(res.data, null, 2),
            },
          ],
          isError: !res.isSuccess,
        };
      },
    );

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