{"id":78516,"date":"2026-02-27T20:04:57","date_gmt":"2026-02-27T12:04:57","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/78516.html"},"modified":"2026-02-27T20:04:57","modified_gmt":"2026-02-27T12:04:57","slug":"ai-agent%e7%9a%84%e4%b8%bb%e6%b5%81%e8%ae%be%e8%ae%a1%e6%a8%a1%e5%bc%8f%e4%b9%8b%e5%b7%a5%e5%85%b7%e8%b0%83%e7%94%a8%e6%a8%a1%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/78516.html","title":{"rendered":"AI Agent\u7684\u4e3b\u6d41\u8bbe\u8ba1\u6a21\u5f0f\u4e4b\u5de5\u5177\u8c03\u7528\u6a21\u5f0f"},"content":{"rendered":"

\u4e3a\u4ec0\u4e48\u9700\u8981\u5de5\u5177\u8c03\u7528？<\/h4>\n

LLM\u672c\u8d28\u4e0a\u662f\u201c\u9759\u6001\u201d\u7684，\u5b83\u7684\u77e5\u8bc6\u622a\u6b62\u4e8e\u8bad\u7ec3\u6570\u636e，\u4e14\u65e0\u6cd5\u76f4\u63a5\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u3002\u5de5\u5177\u8c03\u7528\u5c31\u662f\u4e3a\u4e86\u89e3\u51b3LLM\u7684\u4e09\u5927\u6838\u5fc3\u5c40\u9650：<\/p>\n

  • \n

    \u4fe1\u606f\u6ede\u540e\u6027：\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u4fe1\u606f（\u5982\u4eca\u5929\u5929\u6c14\u3001\u6700\u65b0\u65b0\u95fb\u3001\u80a1\u7968\u4ef7\u683c）\u3002<\/p>\n<\/li>\n

  • \n

    \u80fd\u529b\u8fb9\u754c：\u65e0\u6cd5\u6267\u884c\u5177\u4f53\u64cd\u4f5c（\u5982\u53d1\u9001\u90ae\u4ef6\u3001\u63a7\u5236\u667a\u80fd\u5bb6\u5c45\u3001\u9884\u8ba2\u9910\u5385）\u3002<\/p>\n<\/li>\n

  • \n

    \u8ba1\u7b97\u4e0e\u7cbe\u786e\u6027：\u4e0d\u64c5\u957f\u7cbe\u786e\u8ba1\u7b97\u6216\u903b\u8f91\u63a8\u7406（\u5982\u6570\u5b66\u8ba1\u7b97\u3001\u4ee3\u7801\u6267\u884c）\u3002<\/p>\n<\/li>\n

    \u901a\u8fc7\u5de5\u5177\u8c03\u7528，Agent\u83b7\u5f97\u4e86\u201c\u624b\u201d\u548c\u201c\u773c\u775b\u201d，\u53ef\u4ee5\u50cf\u4eba\u4e00\u6837\u4f7f\u7528\u8ba1\u7b97\u5668\u3001\u6d4f\u89c8\u5668\u3001API\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<\/p>\n

    from openai import OpenAI
    \nimport json
    \nimport random
    \nimport os<\/p>\n

    client = OpenAI(
    \n api_key=os.getenv("DASHSCOPE_API_KEY"),
    \n base_url="https:\/\/dashscope.aliyuncs.com\/compatible-mode\/v1" # \u963f\u91cc\u4e91\u517c\u5bb9\u6a21\u5f0f\u5730\u5740
    \n)<\/p>\n

    # 1. \u5b9a\u4e49\u5de5\u5177\u5217\u8868
    \ntools = [
    \n {
    \n "type": "function",
    \n "function": {
    \n "name": "get_current_weather",
    \n "description": "\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14",
    \n "parameters": {
    \n "type": "object",
    \n "properties": {
    \n "location": {"type": "string", "description": "\u57ce\u5e02\u540d\u79f0"}
    \n },
    \n "required": ["location"]
    \n }
    \n }
    \n }
    \n]<\/p>\n

    # 2. \u6a21\u62df\u5de5\u5177\u51fd\u6570
    \ndef get_current_weather(arguments):
    \n location = json.loads(arguments)["location"] if isinstance(arguments, str) else arguments["location"]
    \n weather = random.choice(["\u6674\u5929", "\u591a\u4e91", "\u5c0f\u96e8"])
    \n return f"\u4eca\u5929{location}\u7684\u5929\u6c14\u662f{weather}\u3002"<\/p>\n

    # 3. \u5bf9\u8bdd\u6d41\u7a0b
    \nmessages = [{"role": "user", "content": "\u5357\u4eac\u5929\u6c14\u600e\u4e48\u6837？"}]
    \nresponse = client.chat.completions.create(
    \n model="qwen-plus", # \u4e5f\u53ef\u7528 qwen-max, qwen-turbo \u7b49
    \n messages=messages,
    \n tools=tools
    \n)<\/p>\n

    assistant_msg = response.choices[0].message
    \nmessages.append(assistant_msg)<\/p>\n

    # 4. \u5982\u679c\u6a21\u578b\u8981\u6c42\u8c03\u7528\u5de5\u5177
    \nif assistant_msg.tool_calls:
    \n tool_call = assistant_msg.tool_calls[0]
    \n func_name = tool_call.function.name
    \n func_args = json.loads(tool_call.function.arguments)
    \n print(f"\u8c03\u7528\u5de5\u5177：{func_name}，\u53c2\u6570：{func_args}")
    \n # \u6267\u884c\u672c\u5730\u5de5\u5177\u51fd\u6570
    \n tool_result = get_current_weather(func_args)
    \n # \u5c06\u5de5\u5177\u7ed3\u679c\u8fd4\u56de\u7ed9\u6a21\u578b
    \n messages.append({
    \n "role": "tool",
    \n "tool_call_id": tool_call.id,
    \n "content": tool_result
    \n })
    \n # \u7b2c\u4e8c\u6b21\u8c03\u7528\u6a21\u578b\u751f\u6210\u6700\u7ec8\u56de\u7b54
    \n final_response = client.chat.completions.create(
    \n model="qwen-plus",
    \n messages=messages,
    \n tools=tools
    \n )
    \n print(f"\u6700\u7ec8\u56de\u7b54：{final_response.choices[0].message.content}")<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4e3a\u4ec0\u4e48\u9700\u8981\u5de5\u5177\u8c03\u7528？LLM\u672c\u8d28\u4e0a\u662f\u201c\u9759\u6001\u201d\u7684，\u5b83\u7684\u77e5\u8bc6\u622a\u6b62\u4e8e\u8bad\u7ec3\u6570\u636e，\u4e14\u65e0\u6cd5\u76f4\u63a5\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u3002\u5de5\u5177\u8c03\u7528\u5c31\u662f\u4e3a\u4e86\u89e3\u51b3LLM\u7684\u4e09\u5927\u6838\u5fc3\u5c40\u9650：\u4fe1\u606f\u6ede\u540e\u6027：\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u4fe1\u606f（\u5982\u4eca\u5929\u5929\u6c14\u3001\u6700\u65b0\u65b0\u95fb\u3001\u80a1\u7968\u4ef7\u683c）\u3002\u80fd\u529b\u8fb9\u754c：\u65e0\u6cd5\u6267\u884c\u5177\u4f53\u64cd\u4f5c（\u5982\u53d1\u9001\u90ae\u4ef6\u3001\u63a7\u5236\u667a\u80fd\u5bb6\u5c45\u3001\u9884\u8ba2\u9910\u5385）\u3002\u8ba1\u7b97\u4e0e\u7cbe\u786e\u6027：\u4e0d\u64c5\u957f\u7cbe\u786e\u8ba1\u7b97\u6216\u903b\u8f91\u63a8\u7406（\u5982\u6570<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[52,86],"topic":[],"class_list":["post-78516","post","type-post","status-publish","format-standard","hentry","category-server","tag-aigc","tag-86"],"yoast_head":"\nAI Agent\u7684\u4e3b\u6d41\u8bbe\u8ba1\u6a21\u5f0f\u4e4b\u5de5\u5177\u8c03\u7528\u6a21\u5f0f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/78516.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Agent\u7684\u4e3b\u6d41\u8bbe\u8ba1\u6a21\u5f0f\u4e4b\u5de5\u5177\u8c03\u7528\u6a21\u5f0f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u4e3a\u4ec0\u4e48\u9700\u8981\u5de5\u5177\u8c03\u7528？LLM\u672c\u8d28\u4e0a\u662f\u201c\u9759\u6001\u201d\u7684，\u5b83\u7684\u77e5\u8bc6\u622a\u6b62\u4e8e\u8bad\u7ec3\u6570\u636e，\u4e14\u65e0\u6cd5\u76f4\u63a5\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u3002\u5de5\u5177\u8c03\u7528\u5c31\u662f\u4e3a\u4e86\u89e3\u51b3LLM\u7684\u4e09\u5927\u6838\u5fc3\u5c40\u9650：\u4fe1\u606f\u6ede\u540e\u6027：\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u4fe1\u606f（\u5982\u4eca\u5929\u5929\u6c14\u3001\u6700\u65b0\u65b0\u95fb\u3001\u80a1\u7968\u4ef7\u683c）\u3002\u80fd\u529b\u8fb9\u754c：\u65e0\u6cd5\u6267\u884c\u5177\u4f53\u64cd\u4f5c（\u5982\u53d1\u9001\u90ae\u4ef6\u3001\u63a7\u5236\u667a\u80fd\u5bb6\u5c45\u3001\u9884\u8ba2\u9910\u5385）\u3002\u8ba1\u7b97\u4e0e\u7cbe\u786e\u6027：\u4e0d\u64c5\u957f\u7cbe\u786e\u8ba1\u7b97\u6216\u903b\u8f91\u63a8\u7406（\u5982\u6570\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/78516.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-27T12:04:57+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/78516.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/78516.html\",\"name\":\"AI Agent\u7684\u4e3b\u6d41\u8bbe\u8ba1\u6a21\u5f0f\u4e4b\u5de5\u5177\u8c03\u7528\u6a21\u5f0f - 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