{"id":53722,"date":"2025-02-16T13:00:49","date_gmt":"2025-02-16T05:00:49","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53722\/"},"modified":"2025-02-16T13:00:49","modified_gmt":"2025-02-16T05:00:49","slug":"deepseek-apisearpapi%e8%81%94%e7%bd%91%e6%90%9c%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53722\/","title":{"rendered":"DeepSeek API+SearpApi\u8054\u7f51\u641c\u7d22"},"content":{"rendered":"<p>\u6211\u627e\u4e0d\u5230 DeepSeek \u7684\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\uff0c\u6240\u4ee5\u6211\u76f4\u63a5\u95ee\u4e86 DeepSeek\uff1a<\/p>\n<p>  DeepSeek \u5bf9\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u7684\u56de\u590d <\/p>\n<p>\u5982\u4f60\u6240\u89c1\uff0c\u5b83\u7684\u6700\u65b0\u77e5\u8bc6\u6765\u81ea 2024 \u5e74 7 \u6708\uff0c\u5b83\u5efa\u8bae\u4f7f\u7528\u4e92\u8054\u7f51\u8bbf\u95ee\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\u3002<\/p>\n<p>\u5982\u679c\u4f60\u76f4\u63a5\u4f7f\u7528\u8be5\u5e73\u53f0\uff0c\u53ef\u4ee5\u6fc0\u6d3b\u201c\u641c\u7d22\u201d\u529f\u80fd\u6765\u641c\u7d22\u7f51\u7edc\uff1a<\/p>\n<p>  DeepSeek \u4e2d\u7684 Web \u641c\u7d22\u529f\u80fd <\/p>\n<p>\u4f46\u5982\u679c\u4f7f\u7528 API\uff0c\u5219\u9700\u8981\u627e\u5230\u4e00\u79cd\u53d8\u901a\u65b9\u6cd5\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u5c06\u5728\u672c\u7ebf\u7a0b\u4e2d\u8ba8\u8bba\u7684\u5185\u5bb9\uff01<\/p>\n<h2>1\u3001\u7406\u89e3 JSON \u8f93\u51fa<\/h2>\n<p>\u6211\u4eec\u5982\u4f55\u7406\u89e3\u4eba\u7c7b\u8bed\u8a00\u5e76\u4ece\u4e2d\u63d0\u53d6\u6b63\u786e\u7684\u53c2\u6570\u8c03\u7528\u51fd\u6570\uff1f\u6211\u4eec\u9700\u8981\u8fd9\u4e24\u6b65\uff1a<\/p>\n<ul>\n<li>\u4ece\u539f\u59cb\u7528\u6237\u7684\u67e5\u8be2\u4e2d\u63d0\u53d6\u91cd\u8981\u4fe1\u606f<\/li>\n<li>\u4f7f\u7528\u63d0\u53d6\u7684\u4fe1\u606f\u4f5c\u4e3a\u53c2\u6570\u8c03\u7528\u4efb\u4f55\u9700\u8981\u7684\u51fd\u6570\u3002\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u5c06\u8c03\u7528\u53e6\u4e00\u4e2a API\uff08\u4e0d\u662f DeepSeek API\uff09\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u6211\u4eec\u8981\u505a\u4ec0\u4e48\u3002<\/li>\n<li>\uff08\u53ef\u9009\uff09\u6211\u4eec\u53ef\u4ee5\u5c06\u6211\u4eec\u8c03\u7528\u7684\u51fd\u6570\u4e2d\u7684\u4fe1\u606f\u63d0\u4f9b\u7ed9 AI \u6a21\u578b\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a\u4eba\u7c7b\u8bed\u8a00\u54cd\u5e94\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u662f\u7b2c\u4e00\u6b65\u7684\u6a21\u62df\uff1a<\/p>\n<p>  \u4ece\u4eba\u7c7b\u8bed\u8a00\u5230\u7ed3\u6784\u5316 JSON \u7684\u6a21\u62df <\/p>\n<p>\u8fd9\u6b63\u662f DeepSeek \u7684 JSON \u8f93\u51fa\u529f\u80fd\u6240\u505a\u7684\u3002\u5b83\u4ece\u4eba\u7c7b\u8bed\u8a00\u8fd4\u56de\u4e00\u4e2a\u5f88\u597d\u7684\u7ed3\u6784\u5316 JSON\u3002\u6211\u4eec\u9700\u8981\u8fd9\u79cd\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u80fd\u591f\u7528\u6b63\u786e\u7684\u53c2\u6570\u8c03\u7528\u81ea\u5b9a\u4e49\u51fd\u6570\u3002<\/p>\n<p>\u5bf9\u4e8e\u7b2c\u4e8c\u6b65\uff0c\u5c06\u771f\u6b63\u53d6\u51b3\u4e8e\u6211\u4eec\u8981\u505a\u4ec0\u4e48\u4ee5\u53ca\u8981\u8c03\u7528\u7684\u529f\u80fd\/API\u3002\u5bf9\u4e8e\u4e0a\u9762\u7684\u4f8b\u5b50\uff0c\u6211\u4eec\u53ef\u80fd\u60f3\u8981\u8c03\u7528\u4e00\u4e2a\u8fd9\u6837\u7684\u51fd\u6570\uff1a<\/p>\n<pre><code>def findProducts(item, amount, brand, price):\n    # \u4e00\u4e2a\u8c03\u7528 API \u641c\u7d22\u5177\u6709\u8fd9\u4e9b\u4fe1\u606f\u7684\u5546\u54c1\u7684\u65b9\u6cd5\n<\/code><\/pre>\n<p>\u8ba9\u6211\u4eec\u8fdb\u5165\u793a\u4f8b\uff1a\u5c06 DeepSeek \u4e0e Google \u641c\u7d22\u7ed3\u679c\u8fde\u63a5\uff01<\/p>\n<p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u5411 AI \u6a21\u578b\u6dfb\u52a0 Google \u641c\u7d22\u529f\u80fd\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u5728\u56de\u7b54\u95ee\u9898\u4e4b\u524d\u8fdb\u884c Google \u641c\u7d22\u3002\u8fd9\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u8bbf\u95ee\u6709\u673a\u641c\u7d22\u7ed3\u679c\u3001\u77e5\u8bc6\u56fe\u8c31\u6216 Google \u56de\u7b54\u6846\u3002Google \u56de\u7b54\u6846\u672c\u8eab\u975e\u5e38\u9002\u5408\u5904\u7406\u4e0d\u540c\u7c7b\u578b\u7684\u9700\u8981\u5b9e\u65f6\u6570\u636e\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u5929\u6c14\uff1a<\/p>\n<p>  Google \u56de\u7b54\u6846\u793a\u4f8b <\/p>\n<p>\u5b83\u4e0d\u4ec5\u9650\u4e8e\u5929\u6c14\uff0c\u4efb\u4f55 Google \u53ef\u4ee5\u56de\u7b54\u7684\u95ee\u9898\uff0cDeepSeek AI \u6a21\u578b\u90fd\u80fd\u591f\u63d0\u4f9b\uff01<\/p>\n<h2>2\u3001DeepSeek \u4e92\u8054\u7f51\u641c\u7d22\u5b9e\u73b0<\/h2>\n<p>\u4f60\u53ef\u80fd\u4f1a\u8ba4\u4e3a\u6211\u4eec\u9700\u8981\u6293\u53d6 Google \u641c\u7d22\u7ed3\u679c\u3002\u5e78\u8fd0\u7684\u662f\uff0cSerpApi \u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u6cd5\uff0c\u4f7f\u7528\u901a\u8fc7 SerpApi \u8f7b\u677e\u8bbf\u95ee Google \u641c\u7d22\u4fe1\u606f\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u5728\u514d\u8d39\u73a9\u4e00\u4e0b\uff0c\u770b\u770b\u4f7f\u7528\u6b64 API \u7684\u7ed3\u6784\u662f\u4ec0\u4e48\u6837\u7684\u3002<\/p>\n<p>\u73b0\u5728\u8ba9\u6211\u4eec\u6784\u5efa\u7a0b\u5e8f\u3002\u6700\u7ec8\u6e90\u4ee3\u7801\u53ef\u5728 \u4e0a\u627e\u5230\u3002<\/p>\n<h3>2.1 \u83b7\u53d6\u4f60\u7684 API \u5bc6\u94a5 <\/h3>\n<p>\u5728 serpapi.com \u548c deepseek.com \u6ce8\u518c\u4ee5\u83b7\u53d6\u5b83\u4eec\u7684 API \u5bc6\u94a5\u3002 <\/p>\n<h3>2.2\u6d4b\u8bd5 SerpApi Google \u641c\u7d22 API <\/h3>\n<p>\u8ba9\u6211\u4eec\u8bd5\u7528\u4e00\u4e0b SerpApi \u7684 Google \u641c\u7d22 API\u3002\u521b\u5efa\u4e00\u4e2a\u65b0\u7684 Python \u6587\u4ef6\uff0c\u6587\u4ef6\u540d\u968f\u610f\uff1a<\/p>\n<pre><code>import requests\n\nSERPAPI_API_KEY = \"YOUR_SERPAPI_API_KEY\"\n\ndef googleSearch(keyword):\n    url = f\"https:\/\/serpapi.com\/search.json?q={keyword}&amp;api_key={SERPAPI_API_KEY}\"\n    response = requests.get(url)\n    return response.json()\n\nprint(googleSearch(\"How to make a cake\"))\n<\/code><\/pre>\n<p>\u73b0\u5728\uff0c\u5c1d\u8bd5\u8fd0\u884c\u6b64\u6587\u4ef6\u3002\u786e\u4fdd\u4f60\u80fd\u770b\u5230 SerpApi \u7684\u7ed3\u679c\u3002<\/p>\n<h3>2.3 \u51c6\u5907 DeepSeek API<\/h3>\n<p>\u8ba9\u6211\u4eec\u51c6\u5907\u8c03\u7528 DeepSeek API \u7684\u5ba2\u6237\u7aef\u3002\u6211\u4eec\u5c06\u4f7f\u7528 OpenAI SDK\u3002<\/p>\n<p>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 OpenAI SDK\uff1a<\/p>\n<pre><code>pip3 install openai\n<\/code><\/pre>\n<p>\u7136\u540e\u5728\u4e4b\u524d\u7684\u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/p>\n<pre><code>import json\nimport requests\nfrom openai import OpenAI\n\nDEEPSEEK_API_KEY = \"DEEPSEEK_API_KEY\"\nSERPAPI_API_KEY = \"SERPAPI_API_KEY\"\n\ndef googleSearch(keyword):\n    url = f\"https:\/\/serpapi.com\/search.json?q={keyword}&amp;api_key={SERPAPI_API_KEY}\"\n    response = requests.get(url)\n    return response.json()\n\n# \u6dfb\u52a0 DeepSeek \u5ba2\u6237\u7aef\nclient = OpenAI(\n    api_key=DEEPSEEK_API_KEY,\n    base_url=\"https:\/\/api.deepseek.com\",\n)\n<\/code><\/pre>\n<h3>2.4 JSON \u8f93\u51fa\u529f\u80fd<\/h3>\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u5c06\u6d4b\u8bd5 DeepSeek \u7684 JSON \u8f93\u51fa\u529f\u80fd\uff0c\u8be5\u529f\u80fd\u80fd\u591f\u4ece\u4eba\u7c7b\u8bed\u8a00\u4e2d\u63d0\u53d6\u91cd\u8981\u4fe1\u606f\u3002\u5728\u6b64\u6b65\u9aa4\u4e2d\uff0c\u6211\u4eec\u4e0d\u4f1a\u8c03\u7528 <code>googleSearch<\/code> \u65b9\u6cd5\u3002<\/p>\n<pre><code>client = OpenAI(\n    api_key=DEEPSEEK_API_KEY,\n    base_url=\"https:\/\/api.deepseek.com\",\n)\n\n# Basic sample for DeepSeek JSON Output\nsystem_prompt = \"\"\"\nPlease parse the \"keyword\" from user's message to be used in a Google search and output them in JSON format. \n\nEXAMPLE INPUT: \nWhat's the weather like in New York today?\n\nEXAMPLE JSON OUTPUT:\n{\n    \"keyword\": \"weather in New York\"\n}\n\"\"\"\n\nuser_prompt = \"What's the weather like in London today?\"\n\nmessages = [{\"role\": \"system\", \"content\": system_prompt},\n            {\"role\": \"user\", \"content\": user_prompt}]\n\nresponse = client.chat.completions.create(\n    model=\"deepseek-chat\",\n    messages=messages,\n    response_format={\n        'type': 'json_object'\n    }\n)\n\nprint(json.loads(response.choices[0].message.content))<\/code><\/pre>\n<ul>\n<li>\u63d0\u4f9b\u4e00\u4e2a\u7cfb\u7edf\u63d0\u793a\uff0c\u544a\u8bc9 AI \u6a21\u578b\u5e94\u8be5\u505a\u4ec0\u4e48\u3002\u8be5\u63d0\u793a\u5fc5\u987b\u5305\u542b &#8220;JSON&#8221; \u5173\u952e\u5b57\u3002 <\/li>\n<li>\u6dfb\u52a0\u7528\u6237\u63d0\u793a\u3002\u5b83\u53ef\u4ee5\u662f\u4efb\u610f\u5185\u5bb9\u3002 <\/li>\n<li>\u4f7f\u7528\u4e0a\u8ff0\u54cd\u5e94\u683c\u5f0f\u8c03\u7528\u804a\u5929\u5b8c\u6210\u65b9\u6cd5\u3002 <\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u662f\u8f93\u51fa\uff1a<\/p>\n<p>\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5176\u4ed6\u65b9\u6cd5\u3002\u6211\u4eec\u5c06\u7528\u4ee5\u4e0b\u5185\u5bb9\u66ff\u6362\u7528\u6237\u63d0\u793a\uff1a<\/p>\n<pre><code>user_prompt = \"Can you please check Tesla's stock price today?\"\n<\/code><\/pre>\n<p>\u5b83\u8fd4\u56de\uff1a<\/p>\n<p>  \u80a1\u7968\u67e5\u8be2 <\/p>\n<p>\u6b63\u5982\u4f60\u6240\u89c1\uff0cAI \u6a21\u578b\u8db3\u591f\u806a\u660e\uff0c\u53ef\u4ee5\u4ece\u7528\u6237\u63d0\u793a\u4e2d\u63d0\u53d6\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u4e00\u4e2a\u6211\u4eec\u53ef\u4ee5\u641c\u7d22\u7684\u5173\u952e\u5b57\u3002<\/p>\n<h3>2.5 \u5c06 DeepSeek \u8fde\u63a5\u5230\u5916\u90e8\u51fd\u6570<\/h3>\n<p>\u73b0\u5728\u8fdb\u5165\u6709\u8da3\u7684\u90e8\u5206\uff0c\u8ba9\u6211\u4eec\u5c06\u4e4b\u524d\u51c6\u5907\u597d\u7684\u8c37\u6b4c\u641c\u7d22\u65b9\u6cd5\u4e0e\u6211\u4eec\u63d0\u53d6\u7684\u5173\u952e\u5b57\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n<pre><code>response = client.chat.completions.create(\n    model=\"deepseek-chat\",\n    messages=messages,\n    response_format={\n        'type': 'json_object'\n    }\n)\n\nkeyword = json.loads(response.choices[0].message.content)[\"keyword\"]\ngoogleResponse = googleSearch(keyword)\nprint(json.dumps(googleResponse, indent=4)) #I wrap it on json.dumps to make it easier to see<\/code><\/pre>\n<p>\u8c37\u6b4c\u641c\u7d22 API \u8fd4\u56de\u4e86\u5927\u91cf\u4fe1\u606f\uff0c\u4f46\u662f\u6211\u4eec\u53ea\u5bf9 answer_box \u90e8\u5206\u611f\u5174\u8da3\u3002\u6b63\u5982\u4f60\u6240\u89c1\uff0c\u5b83\u5305\u542b\u4e86\u5f53\u524d\u7684\u80a1\u7968\u4ef7\u683c\u4fe1\u606f\uff0c\u8fd9\u6b63\u662f\u6211\u4eec\u9700\u8981\u7684\u3002<\/p>\n<p>  \u8c37\u6b4c\u641c\u7d22\u54cd\u5e94\u7684\u7b54\u6848\u6846 <\/p>\n<h3>2.6 \u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u54cd\u5e94<\/h3>\n<p>\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ec5\u8fd4\u56de\u4ef7\u683c\u4fe1\u606f\u6765\u505c\u6b62\u7a0b\u5e8f\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u7528\u4eba\u7c7b\u81ea\u7136\u8bed\u8a00\u8fd4\u56de\u4fe1\u606f\u6765\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u9700\u8981\u5c06\u8fd9\u4e9b\u4fe1\u606f\u53d1\u9001\u7ed9 AI \u5e76\u8ba9\u5b83\u56de\u7b54\u95ee\u9898\u3002<\/p>\n<p>\u8b66\u544a\uff1a\u4e3a\u4e86\u907f\u514d\u4f7f\u7528\u8fc7\u591a\u7684\u4ee4\u724c\uff0c\u6211\u4eec\u5e94\u8be5\u53ea\u5c06\u6240\u9700\u7684\u4fe1\u606f\u4f20\u9012\u7ed9 AI \u6a21\u578b\uff0c\u800c\u4e0d\u662f\u6574\u4e2a\u54cd\u5e94\u3002<\/p>\n<p>\u8fd9\u662f\u4ee3\u7801\u7684\u6837\u5b50\uff1a<\/p>\n<pre><code>response = client.chat.completions.create(\n    model=\"deepseek-chat\",\n    messages=messages,\n    response_format={\n        'type': 'json_object'\n    }\n)\n\nkeyword = json.loads(response.choices[0].message.content)[\"keyword\"]\n\ngoogleResponse = googleSearch(keyword)\n\nanswer_box = googleResponse[\"answer_box\"]\nanswer_box_to_string = json.dumps(answer_box, indent=2)\n\nif answer_box:\n    response = client.chat.completions.create(\n        model=\"deepseek-chat\",\n        messages=[\n            {\"role\": \"system\", \"content\": \"Answer the question from user with provided information: \" + answer_box_to_string},\n            {\"role\": \"user\", \"content\": user_prompt},\n        ]\n    )\n    print(response.choices[0].message.content)\nelse:\n    print(\"No answer box found\")\n<\/code><\/pre>\n<p>\u6211\u4eec\u8c03\u51fa\u53e6\u4e00\u4e2a\u804a\u5929\u8865\u5168\u65b9\u6cd5\u6765\u7528\u4eba\u7c7b\u8bed\u8a00\u56de\u7b54\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u54cd\u5e94\uff1a<\/p>\n<p>  \u6765\u81ea DeepSeek \u7684\u5b9e\u65f6\u4fe1\u606f <\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5c06\u5176\u4e0e\u5b9e\u9645\u7684\u8c37\u6b4c\u641c\u7d22\u7ed3\u679c\u8fdb\u884c\u6bd4\u8f83\u6765\u9a8c\u8bc1\u8fd9\u4e9b\u4fe1\u606f\u662f\u771f\u5b9e\u7684\uff1a<\/p>\n<p>  \u7279\u65af\u62c9\u80a1\u7968\u4eca\u65e5\u884c\u60c5 <\/p>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5c06\u5b9e\u65f6\u6570\u636e\u6dfb\u52a0\u5230\u6211\u4eec\u7684 DeepSeek AI \u6a21\u578b\u4e2d\uff01<br \/>\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u505a\u7684\u4e8b\u60c5\u591a\u4e86\uff01<\/p>\n<h2>3\u3001DeepSeek \u5730\u56fe\u63a8\u8350\u5b9e\u73b0<\/h2>\n<p>\u8ba9\u6211\u4eec\u6765\u770b\u770b\u53e6\u4e00\u4e2a\u6848\u4f8b\u3002\u5047\u8bbe\u6211\u4eec\u60f3\u6839\u636e\u7528\u6237\u7684\u8bf4\u6cd5\u5728 Google \u5730\u56fe\u4e0a\u627e\u5230\u5730\u70b9\u3002<\/p>\n<p>\u6b65\u9aa4\u4e0e\u524d\u9762\u7684\u793a\u4f8b\u76f8\u4f3c\uff0c\u4f46\u8fd9\u6b21\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 \u8fdb\u884c\u989d\u5916\u7684\u529f\u80fd\u8c03\u7528\u3002<\/p>\n<p>\u6700\u7ec8\u6e90\u4ee3\u7801\u53ef\u5728 \u4e0a\u627e\u5230\u3002<\/p>\n<h3>3.1 Google \u5730\u56fe API \u65b9\u6cd5<\/h3>\n<p>\u8fd9\u662f\u901a\u8fc7 SerpApi \u8bbf\u95ee Google \u5730\u56fe API \u7684\u65b9\u6cd5\uff1a<\/p>\n<pre><code>def mapsSearch(keyword):\n    url = f\"https:\/\/serpapi.com\/search.json?engine=google_maps&amp;q={keyword}&amp;api_key={SERPAPI_API_KEY}\"\n    response = requests.get(url)\n    return response.json()\n<\/code><\/pre>\n<h3>3.2 \u8c03\u6574\u7cfb\u7edf\u63d0\u793a<\/h3>\n<p>\u6839\u636e\u9700\u8981\u8c03\u6574\u7cfb\u7edf\u63d0\u793a\uff1a<\/p>\n<pre><code>system_prompt = \"\"\"\nPlease parse the \"keyword\" from user's message to be used in a Google Maps and output them in JSON format. \n\nEXAMPLE INPUT: \nI'm hungry, not sure what's to eat?\n\nEXAMPLE JSON OUTPUT:\n{\n    \"keyword\": \"restaurant\"\n}\n\nOTHER EXAMPLE INPUT:\nI'm craving some sushi right now\n\nOTHER EXAMPLE JSON OUTPUT:\n{\n    \"keyword\": \"sushi restaurant\"\n}\n\"\"\"<\/code><\/pre>\n<h3>3.3 \u6d4b\u8bd5 DeepSeek JSON \u8f93\u51fa<\/h3>\n<p>\u786e\u4fdd JSON \u8f93\u51fa\u6b63\u786e\u5de5\u4f5c\uff0c\u5c1d\u8bd5\u8fd0\u884c\u6b64\u811a\u672c\uff1a<\/p>\n<pre><code>user_prompt = \"Really craving some Korean BBQ right now\"\n\nmessages = [\n    {\"role\": \"system\", \"content\": system_prompt},\n    {\"role\": \"user\", \"content\": user_prompt}\n]\n\nresponse = client.chat.completions.create(\n    model=\"deepseek-chat\",\n    messages=messages,\n    response_format={\n        'type': 'json_object'\n    }\n)\n\nkeyword = json.loads(response.choices[0].message.content)[\"keyword\"]\nprint(keyword)\n<\/code><\/pre>\n<p>\u6211\u5f97\u5230\u4e86&#8221;Korean BBQ restaurant&#8221;\u3002<\/p>\n<h3>3.4 \u8fde\u63a5 Google \u5730\u56fe API<\/h3>\n<p>\u73b0\u5728\u6211\u4eec\u80fd\u591f\u4ece\u7528\u6237\u90a3\u91cc\u68c0\u7d22\u5230\u6b63\u786e\u7684\u5173\u952e\u5b57\uff0c\u8ba9\u6211\u4eec\u8c03\u7528\u4e4b\u524d\u51c6\u5907\u7684 <code>mapsSearch<\/code> \u51fd\u6570\uff1a<\/p>\n<pre><code>user_prompt = \"Really craving some Korean BBQ right now\"\n\nmessages = [\n    {\"role\": \"system\", \"content\": system_prompt},\n    {\"role\": \"user\", \"content\": user_prompt}\n]\n\nresponse = client.chat.completions.create(\n    model=\"deepseek-chat\",\n    messages=messages,\n    response_format={\n        'type': 'json_object'\n    }\n)\n\nkeyword = json.loads(response.choices[0].message.content)[\"keyword\"]\nmapsResult = mapsSearch(keyword)\n\nif mapsResult[\"local_results\"]:\n    top_places = mapsResult[\"local_results\"][:3]\n    response = client.chat.completions.create(\n        model=\"deepseek-chat\",\n        messages=[\n            {\"role\": \"system\", \"content\": \"Answer the user with top 3 places informations: \" + json.dumps(top_places, indent=2)},\n            {\"role\": \"user\", \"content\": user_prompt},\n        ]\n    )\n    print(response.choices[0].message.content)\nelse:\n    print(\"No local results found\")\n<\/code><\/pre>\n<p>\u89e3\u91ca\uff1a<\/p>\n<ul>\n<li>\u6211\u4eec\u5c06\u5730\u56fe\u7ed3\u679c\u5b58\u50a8\u5728 <code>mapsResult<\/code> \u53d8\u91cf\u4e2d<\/li>\n<li>\u6211\u4eec\u53ea\u6293\u53d6\u524d 3 \u4e2a\u7ed3\u679c\uff0c\u6839\u636e\u4f60\u7684\u7528\u4f8b\u53ef\u4ee5\u81ea\u7531\u8c03\u6574<\/li>\n<li>\u8c03\u7528 AI \u6a21\u578b\u4ee5\u4eba\u7c7b\u8bed\u8a00\u54cd\u5e94\u5e76\u63d0\u4f9b\u524d\u4e09\u4e2a\u5730\u70b9\u4fe1\u606f<\/li>\n<\/ul>\n<p>\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n<p>  AI\u5730\u70b9\u63a8\u8350 <\/p>\n<h2>4\u3001\u51fd\u6570\u8c03\u7528 vs JSON \u8f93\u51fa<\/h2>\n<p>\u6211\u4eec\u6709\u4e24\u79cd\u4e3b\u8981\u65b9\u6cd5\u4f7f\u7528 DeepSeek API \u8c03\u7528\u53e6\u4e00\u4e2a\u51fd\u6570\uff1a\u51fd\u6570\u8c03\u7528\u548c JSON \u8f93\u51fa\u3002\u867d\u7136\u8fd9\u4e9b\u65b9\u6cd5\u4e0d\u4fbf\u4e8e\u76f4\u63a5\u8fdb\u884c\u4e92\u8054\u7f51\u8c03\u7528\uff0c\u4f46\u5b83\u4eec\u6709\u52a9\u4e8e\u4ece\u539f\u59cb\u5b57\u7b26\u4e32\u4e2d\u63d0\u53d6\u91cd\u8981\u4fe1\u606f\uff0c\u7136\u540e\u7528\u4e8e\u8c03\u7528\u5916\u90e8\u51fd\u6570\u3002<\/p>\n<p>\u51fd\u6570\u8c03\u7528\u4e13\u6ce8\u4e8e\u6267\u884c\u7531 API \u63d0\u4f9b\u7684\u7279\u5b9a\u529f\u80fd\uff0c\u800c JSON \u8f93\u51fa\u5f3a\u8c03\u4ee5\u53ef\u8bfb\u683c\u5f0f\u8fdb\u884c\u7ed3\u6784\u5316\u6570\u636e\u4ea4\u6362\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u76ee\u524d\u51fd\u6570\u8c03\u7528\u65b9\u6cd5\u4e0d\u7a33\u5b9a\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u5c06\u4f7f\u7528 JSON \u8f93\u51fa\u65b9\u6cd5\u3002<\/p>\n<p>\u53c2\u8003\u8d44\u6599\uff1a<\/p>\n<ul>\n<li>\u51fd\u6570\u8c03\u7528\uff1a<\/li>\n<li>JSON \u8f93\u51fa\uff1a<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u5bf9\u57fa\u672c\u7684 DeepSeek API \u611f\u5174\u8da3\uff0c\u8bf7\u53c2\u9605\u8fd9\u7bc7\u5e16\u5b50\uff1a \u3002<\/p>\n<p>\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u7ade\u4e89\u5bf9\u624b\u5df2\u7ecf\u5230\u6765\u3002\u63a2\u7d22 DeepSeek API\uff1a\u804a\u5929\u5b8c\u6210\u3001JSON \u8f93\u51fa\u3001\u51fd\u6570\u8c03\u7528\u3001\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u591a\u529f\u80fd\uff01<\/p>\n<hr>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u627e\u4e0d\u5230 DeepSeek \u7684\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\uff0c\u6240\u4ee5\u6211\u76f4\u63a5\u95ee\u4e86 DeepSeek\uff1a DeepSeek \u5bf9\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u7684\u56de\u590d \u5982\u4f60\u6240\u89c1\uff0c\u5b83\u7684\u6700\u65b0\u77e5\u8bc6\u6765\u81ea 2024 \u5e74 7 \u6708\uff0c\u5b83\u5efa\u8bae\u4f7f\u7528\u4e92\u8054\u7f51\u8bbf\u95ee\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\u3002 \u5982\u679c\u4f60\u76f4\u63a5\u4f7f\u7528\u8be5\u5e73\u53f0\uff0c\u53ef\u4ee5\u6fc0\u6d3b\u201c\u641c\u7d22\u201d\u529f\u80fd\u6765\u641c\u7d22\u7f51\u7edc\uff1a DeepSeek \u4e2d\u7684 Web \u641c\u7d22\u529f\u80fd \u4f46\u5982\u679c\u4f7f\u7528 API\uff0c\u5219\u9700\u8981\u627e\u5230\u4e00\u79cd\u53d8\u901a\u65b9\u6cd5\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u5c06\u5728\u672c\u7ebf\u7a0b\u4e2d\u8ba8\u8bba\u7684\u5185\u5bb9\uff01 1\u3001\u7406\u89e3 JSON \u8f93\u51fa \u6211\u4eec\u5982\u4f55\u7406\u89e3\u4eba\u7c7b\u8bed\u8a00\u5e76\u4ece\u4e2d\u63d0\u53d6\u6b63\u786e\u7684\u53c2\u6570\u8c03\u7528\u51fd\u6570\uff1f\u6211\u4eec\u9700\u8981\u8fd9\u4e24\u6b65\uff1a \u4ece\u539f\u59cb\u7528\u6237\u7684\u67e5\u8be2\u4e2d\u63d0\u53d6\u91cd\u8981\u4fe1\u606f \u4f7f\u7528\u63d0\u53d6\u7684\u4fe1\u606f\u4f5c\u4e3a\u53c2\u6570\u8c03\u7528\u4efb\u4f55\u9700\u8981\u7684\u51fd\u6570\u3002\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u5c06\u8c03\u7528\u53e6\u4e00\u4e2a API\uff08\u4e0d\u662f DeepSeek API\uff09\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u6211\u4eec\u8981\u505a\u4ec0\u4e48\u3002 \uff08\u53ef\u9009\uff09\u6211\u4eec\u53ef\u4ee5\u5c06\u6211\u4eec\u8c03\u7528\u7684\u51fd\u6570\u4e2d\u7684\u4fe1\u606f\u63d0\u4f9b\u7ed9 AI \u6a21\u578b\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a\u4eba\u7c7b\u8bed\u8a00\u54cd\u5e94\u3002 \u8fd9\u662f\u7b2c\u4e00\u6b65\u7684\u6a21\u62df\uff1a \u4ece\u4eba\u7c7b\u8bed\u8a00\u5230\u7ed3\u6784\u5316 JSON \u7684\u6a21\u62df \u8fd9\u6b63\u662f DeepSeek \u7684 JSON \u8f93\u51fa\u529f\u80fd\u6240\u505a\u7684\u3002\u5b83\u4ece\u4eba\u7c7b\u8bed\u8a00\u8fd4\u56de\u4e00\u4e2a\u5f88\u597d\u7684\u7ed3\u6784\u5316 JSON\u3002\u6211\u4eec\u9700\u8981\u8fd9\u79cd\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u80fd\u591f\u7528\u6b63\u786e\u7684\u53c2\u6570\u8c03\u7528\u81ea\u5b9a\u4e49\u51fd\u6570\u3002 \u5bf9\u4e8e\u7b2c\u4e8c\u6b65\uff0c\u5c06\u771f\u6b63\u53d6\u51b3\u4e8e\u6211\u4eec\u8981\u505a\u4ec0\u4e48\u4ee5\u53ca\u8981\u8c03\u7528\u7684\u529f\u80fd\/API\u3002\u5bf9\u4e8e\u4e0a\u9762\u7684\u4f8b\u5b50\uff0c\u6211\u4eec\u53ef\u80fd\u60f3\u8981\u8c03\u7528\u4e00\u4e2a\u8fd9\u6837\u7684\u51fd\u6570\uff1a def findProducts(item, amount, brand, price): # \u4e00\u4e2a\u8c03\u7528 API \u641c\u7d22\u5177\u6709\u8fd9\u4e9b\u4fe1\u606f\u7684\u5546\u54c1\u7684\u65b9\u6cd5 \u8ba9\u6211\u4eec\u8fdb\u5165\u793a\u4f8b\uff1a\u5c06 DeepSeek \u4e0e Google \u641c\u7d22\u7ed3\u679c\u8fde\u63a5\uff01 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-53722","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/53722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=53722"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/53722\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=53722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=53722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=53722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}