{"id":87938,"date":"2026-07-31T08:09:12","date_gmt":"2026-07-31T00:09:12","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87938.html"},"modified":"2026-07-31T08:09:12","modified_gmt":"2026-07-31T00:09:12","slug":"%e6%99%ba%e8%81%94%e5%b7%a5%e5%9d%8a%e5%ae%9e%e6%88%98%ef%bc%9a%e4%bb%8e%e9%87%91%e9%b1%bc%e8%ae%b0%e5%bf%86%e5%88%b0%e8%ae%b0%e4%bd%8f%e4%ba%86%ef%bc%9a%e7%bb%99","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87938.html","title":{"rendered":"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357"},"content":{"rendered":"
🏭\u5bfc\u822a\u6536\u85cf\u4e0d\u8ff7\u8def\u2014>\u5236\u9020\u4e1a\u6570\u636e\u4e0eAI\u8df5\u884c\u8005\u8001\u848b\u7684\u6280\u672f\u535a\u5ba2\u5168\u7cfb\u5217\u6587\u7ae0\u6c47\u603b（\u6301\u7eed\u66f4\u65b0）<\/span><\/h5>\n

\u6587\u7ae0\u6458\u8981<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5144\u5f1f\u4eec，\u4f60\u4eec\u7684AI\u52a9\u624b\u662f\u4e0d\u662f\u4e5f\u50cf\u6761\u201c\u91d1\u9c7c\u201d<\/span>\u2014\u2014\u521a\u8bf4\u8fc7\u7684\u4e8b\u8f6c\u5934\u5c31\u5fd8？\u672c\u6587\u5e26\u4f60\u7ed9\u3010\u667a\u8054\u5de5\u574a\u3011\u7684\u5236\u9020Agent\u88c5\u4e0a\u4e09\u79cd\u201c\u8bb0\u5fc6\u82af\u7247\u201d：Buffer\u3001Window\u3001SummaryBuffer\u3002\u5168\u7a0b\u5b9e\u6218，\u9644\u5b8c\u6574\u4ee3\u7801\u548c3\u79cd\u6a21\u5f0f\u5bf9\u6bd4\u6d4b\u8bd5\u6570\u636e\u3002\u770b\u5b8c\u4f60\u5c31\u77e5\u9053：\u8bb0\u5fc6\u80fd\u89e3\u51b3\u4ec0\u4e48\u3001\u89e3\u51b3\u4e0d\u4e86\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u672c\u5730\u5c0f\u6a21\u578b\u5728\u201c\u521a\u624d\u90a3\u4e2a\u201d\u8fd9\u79cd\u6307\u4ee3\u4e0a\u4f1a\u7ffb\u8f66\u3002\u5168\u6e90\u7801\u5f00\u6e90，\u53ef\u76f4\u63a5\u590d\u7528\u3002<\/p>\n

\"\"<\/p>\n

\u5f00\u7bc7：\u5dee\u70b9\u88abAgent\u7684\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u6574\u7834\u9632<\/span><\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8bf4\u5b9e\u8bdd，\u8fd9\u4e8b\u8ba9\u6211\u633a\u90c1\u95f7\u7684\u3002<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4e0a\u4e00\u7bc7\u6587\u7ae0\u6211\u628a\u667a\u8054\u5de5\u574a\u7684\u5236\u9020Agent\u642d\u597d\u4e86\u2014\u2014\u80fd\u7b97OEE\u3001\u80fd\u67e5\u624b\u518c\u3001\u80fd\u95ee\u6392\u73ed\u3002\u73ed\u7ec4\u957f\u5c0f\u5218\u8bd5\u7528\u4e86\u4e00\u4e0b，\u53cd\u9988\u5f97\u5f88\u59d4\u5a49，\u4f46\u6211\u542c\u61c2\u4e86\u3002<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4ed6\u8bf4：\u201c\u8001\u848b，\u8fd9\u4e2a\u80fd\u7b97OEE\u4e86，\u633a\u597d\u7684\u3002\u5c31\u662f\u2026\u2026\u6bcf\u6b21\u6211\u90fd\u8981\u628a\u8bdd\u91cd\u590d\u597d\u51e0\u904d\u3002\u5b83\u8bb0\u4e0d\u4f4f\u6211\u3002\u201d<\/p>\n

\u4ed6\u7684\u5b9e\u9645\u4f53\u9a8c\u662f\u8fd9\u6837\u7684：<\/p>\n

\u5c0f\u5218：\u201c\u6211\u60f3\u67e5OEE\u3002\u201d
\nAgent：\u201c\u8bf7\u63d0\u4f9b\u4ea7\u7ebf\u540d\u79f0\u548c\u65e5\u671f\u3002\u201d
\n\u5c0f\u5218：\u201c\u4ea4\u4e92\u5c4f\u7ec4\u88c5A\u7ebf\u3002\u201d
\nAgent：\u201c\u8bf7\u63d0\u4f9b\u65e5\u671f\u3002\u201d
\n\u5c0f\u5218：\u201c2026-07-12\u3002\u201d
\nAgent：\u7ec8\u4e8e\u5f00\u59cb\u7b97\u4e86\u3002 <\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u6211\u5f53\u65f6\u7684\u7b2c\u4e00\u53cd\u5e94\u662f：\u8fd9\u4e0d\u79d1\u5b66\u554a\u2026\u2026😀😀😀\u00a0\u6211\u90fd\u628a\u5bf9\u8bdd\u4f20\u7ed9Agent\u4e86，\u5b83\u600e\u4e48\u8fd8\u662f\u50cf\u4e2a\u7b2c\u4e00\u6b21\u89c1\u9762\u7684\u964c\u751f\u4eba？<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u540e\u6765\u6211\u624d\u641e\u660e\u767d\u2014\u2014\u8fd9\u8fd8\u771f\u4e0d\u662fBug，\u800c\u662fAgent\u7684\u51fa\u5382\u8bbe\u7f6e\u5c31\u662f\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u3002\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u662f\u72ec\u7acb\u7684，\u5b83\u6839\u672c\u4e0d\u8bb0\u5f97\u4f60\u4e0a\u4e00\u53e5\u8bf4\u4e86\u4ec0\u4e48\u3002<\/p>\n

\u672c\u6587\u8981\u89e3\u51b3\u7684\u75db\u70b9：\u7ed9\u8fd9\u4e2a\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u7684Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247，\u8ba9\u5b83\u80fd\u8bb0\u4f4f\u7528\u6237\u4e4b\u524d\u8bf4\u7684\u8bdd，\u5b9e\u73b0\u8de8\u8f6e\u6b21\u7684\u4fe1\u606f\u5173\u8054\u3002<\/p>\n

\u9002\u5408\u8c01\u8bfb：\u5df2\u7ecf\u8dd1\u901a\u57fa\u7840Agent（\u6bd4\u5982\u770b\u8fc7\u6211\u4e0a\u4e00\u7bc7\u667a\u8054\u5de5\u574a\u5b9e\u6218：\u5236\u9020\u77e5\u8bc6\u5e93\u5de5\u5177\u8c03\u7528Agent\u4ece\u96f6\u642d\u5efa（OEE+\u624b\u518c+\u6392\u73ed）<\/span>\u6587\u7ae0\u7684\u5144\u5f1f），\u60f3\u8fdb\u4e00\u6b65\u4f18\u5316\u5bf9\u8bdd\u4f53\u9a8c\u7684\u5236\u9020\u4f01\u4e1aIT\u5de5\u7a0b\u5e08\u3001AI\u67b6\u6784\u5e08\u3002<\/p>\n

\u8131\u654f\u58f0\u660e：\u672c\u6587\u57fa\u4e8e\u865a\u62df\u5de5\u5382\u201c\u667a\u8054\u5de5\u574a\u201d\u573a\u666f，\u6240\u6709\u6570\u636e\u5747\u5df2\u8131\u654f\u5904\u7406\u3002<\/p>\n

\u6b63\u6587<\/h3>\n

\u4e00\u3001\u65b9\u6848\u8bbe\u8ba1：\u4e09\u79cd\u8bb0\u5fc6\u6a21\u5f0f，\u4e09\u79cd\u201c\u8bb0\u7b14\u8bb0\u201d\u7684\u65b9\u5f0f<\/span><\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0LangChain\u63d0\u4f9b\u4e86\u4e09\u79cd\u8bb0\u5fc6\u5b9e\u73b0\u3002\u6211\u8fd9\u4eba\u8bf4\u8bdd\u5570\u55e6，\u4f46\u4e3a\u4e86\u8ba9\u4f60\u597d\u7406\u89e3，\u6211\u76f4\u63a5\u6253\u4e2a\u6bd4\u65b9：<\/p>\n\n\u8bb0\u5fc6\u7c7b\u578b\u6253\u4e2a\u6bd4\u65b9\u4f18\u70b9\u7f3a\u70b9\u4ec0\u4e48\u65f6\u5019\u7528<\/tr>\n\n\n\n\n
BufferMemory<\/td>\n\u628a\u6574\u672c\u7b14\u8bb0\u4ece\u5934\u6284\u5230\u5c3e<\/td>\n\u4e00\u4e2a\u5b57\u4e0d\u4e22<\/td>\n\u5bf9\u8bdd\u8d8a\u957f\u3001Token\u8d8a\u8d35<\/td>\n\u77ed\u5bf9\u8bdd\u3001\u8c03\u8bd5<\/td>\n<\/tr>\n
WindowMemory<\/td>\n\u53ea\u7559\u7740\u6700\u8fd13\u9875<\/td>\nToken\u53ef\u63a7<\/td>\n\u8d85\u8fc73\u9875\u7684\u76f4\u63a5\u6254\u4e86<\/td>\n\u56fa\u5b9a\u8f6e\u6570\u5bf9\u8bdd<\/td>\n<\/tr>\n
SummaryBufferMemory<\/td>\n\u524d\u9762\u7684\u603b\u7ed3\u6210\u4e00\u6bb5\u6458\u8981<\/td>\n\u8fd1\u7684\u8be6\u7ec6\u3001\u8fdc\u7684\u538b\u7f29<\/td>\n\u6bcf\u6b21\u603b\u7ed3\u90fd\u8981\u82b1\u94b1（\u8c03LLM）<\/td>\n\u6b63\u5f0f\u4e0a\u7ebf\u9996\u9009<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6211\u7684\u5efa\u8bae\u5f88\u5b9e\u5728：\u4f60\u5728\u672c\u5730\u8c03\u8bd5\u7528BufferMemory\u5c31\u884c，\u7b80\u5355\u7701\u4e8b\u3002\u771f\u8981\u4e0a\u751f\u4ea7\u7ebf\u7ed9\u73ed\u7ec4\u957f\u7528，\u6700\u597d\u7528SummaryBufferMemory，\u957f\u671f\u770b\u80fd\u7701\u4e0d\u5c11Token\u94b1\u3002<\/p>\n

\u4e8c\u3001\u6838\u5fc3\u5b9e\u73b0：\u8fd9\u6b21\u6211\u53ea\u6539\u4e863\u4e2a\u5730\u65b9<\/span><\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5de5\u7a0b\u76ee\u5f55\u7ed3\u6784\u548cCase01\u51e0\u4e4e\u4e00\u6837，\u53ea\u52a8\u4e863\u4e2a\u5730\u65b9：<\/p>\n

javy21_manufacturing_ai_practice\/
\n\u251c\u2500\u2500 common\/
\n\u2502 \u251c\u2500\u2500 base_agent_builder.py # \u2460 \u589e\u52a0\u4e86memory\u6ce8\u5165
\n\u2502 \u251c\u2500\u2500 memory_factory.py # \u2461 \u65b0\u5efa：\u8bb0\u5fc6\u5de5\u5382\u7c7b
\n\u2502 \u2514\u2500\u2500 …
\n\u251c\u2500\u2500 cases\/
\n\u2502 \u2514\u2500\u2500 case02_memory_agent\/ # \u2462 \u65b0\u5efa\u6848\u4f8b，\u590d\u7528Case01\u7684\u5de5\u5177
\n\u2502 \u251c\u2500\u2500 tools\/ # \u5b8c\u5168\u590d\u5236Case01\u7684\u4e09\u4e2a\u5de5\u5177
\n\u2502 \u251c\u2500\u2500 agent\/
\n\u2502 \u2502 \u2514\u2500\u2500 builder.py # \u5c315\u884c\u4ee3\u7801，\u6307\u5b9a\u7528\u54ea\u79cd\u8bb0\u5fc6
\n\u2502 \u2514\u2500\u2500 scripts\/
\n\u2502 \u2514\u2500\u2500 01_test_memory.py # \u6d4b\u8bd5\u811a\u672c <\/p>\n

\u6539\u52a81：common\/memory_factory.py\u2014\u2014\u65b0\u5efa\u4e00\u4e2a\u8bb0\u5fc6\u5de5\u5382，\u628a\u4e09\u79cd\u8bb0\u5fc6\u7c7b\u578b\u7edf\u4e00\u7ba1\u7406\u3002<\/p>\n

class MemoryFactory:
\n @staticmethod
\n def create_memory(memory_type: str = "buffer", llm=None, window_k: int = 5):
\n if memory_type == "buffer":
\n return ConversationBufferMemory(return_messages=True, memory_key="chat_history")
\n elif memory_type == "window":
\n return ConversationBufferWindowMemory(k=window_k, return_messages=True, memory_key="chat_history")
\n elif memory_type == "summary_buffer":
\n return ConversationSummaryBufferMemory(llm=llm, max_token_limit=2000, return_messages=True, memory_key="chat_history")
\n return None <\/p>\n

\u6539\u52a82：common\/base_agent_builder.py\u2014\u2014\u5728build()\u65b9\u6cd5\u91cc\u628a\u8bb0\u5fc6\u6ce8\u5165\u8fdb\u53bb\u3002<\/p>\n

def build(self) -> AgentExecutor:
\n tools = self._register_tools()
\n self._memory = self._create_memory() # \u521b\u5efa\u8bb0\u5fc6\u5b9e\u4f8b<\/p>\n

prompt = PromptTemplate.from_template(self._get_prompt_template()) # \u6a21\u677f\u91cc\u8981\u6709{chat_history}
\n agent = create_react_agent(self.llm, tools, prompt)<\/p>\n

executor = AgentExecutor(
\n agent=agent,
\n tools=tools,
\n memory=self._memory, # \u5173\u952e：\u628a\u8bb0\u5fc6\u585e\u8fdb\u53bb
\n verbose=True,
\n max_iterations=5
\n )
\n return executor <\/p>\n

\u8fd9\u91cc\u8981\u7559\u4e2a\u5fc3\u773c：\u4f60\u7684Prompt\u6a21\u677f\u91cc\u5fc5\u987b\u6709{chat_history}\u5360\u4f4d\u7b26，\u4e0d\u7136\u8bb0\u5fc6\u4f20\u8fdb\u53bb\u4e86\u4e5f\u4e0d\u751f\u6548\u3002\u8fd9\u4e2a\u5751\u6211\u7b49\u4e0b\u5728\u6392\u5751\u7b14\u8bb0\u91cc\u4e13\u95e8\u8bb2\u3002<\/p>\n

\u6539\u52a83：case02_memory_agent\/agent\/builder.py\u2014\u2014\u5c315\u884c\u4ee3\u7801，\u6307\u5b9a\u7528\u54ea\u79cd\u8bb0\u5fc6\u3002<\/p>\n

class MemoryAgentBuilder(BaseAgentBuilder):
\n def __init__(self, memory_type: str = "buffer", **kwargs):
\n super().__init__(memory_type=memory_type, **kwargs)<\/p>\n

def _register_tools(self) -> List[BaseTool]:
\n return [
\n CalculateOEETool(),
\n SearchManualTool(),
\n QueryShiftTool()
\n ] <\/p>\n

\u4e09\u3001\u8fd0\u884c\u9a8c\u8bc1：\u5b9e\u6d4b\u4e09\u79cd\u8bb0\u5fc6\u6a21\u5f0f<\/span><\/h4>\n

\u6211\u8bbe\u8ba1\u4e86\u4e00\u4e2a5\u8f6e\u5bf9\u8bdd\u6d4b\u8bd5，\u6a21\u62df\u73ed\u7ec4\u957f\u5c0f\u5218\u7684\u771f\u5b9e\u4f7f\u7528\u573a\u666f：<\/p>\n\n\u8f6e\u6b21\u7528\u6237\u8bf4\u4ec0\u4e48Agent\u5e94\u8be5\u600e\u4e48\u505a<\/tr>\n\n\n\n\n\n\n
1<\/td>\n\u6211\u60f3\u67e5OEE<\/td>\n\u95ee\u4ea7\u7ebf\u548c\u65e5\u671f<\/td>\n<\/tr>\n
2<\/td>\n\u4ea4\u4e92\u5c4f\u7ec4\u88c5A\u7ebf<\/td>\n\u53ea\u95ee\u65e5\u671f（\u8bb0\u4f4f\u524d\u9762\u8bf4\u7684\u662f\u67e5OEE）<\/td>\n<\/tr>\n
3<\/td>\n2026-07-12<\/td>\n\u8c03\u7528\u5de5\u5177\u8fd4\u56deOEE\u6570\u636e<\/td>\n<\/tr>\n
4<\/td>\n\u518d\u67e5\u4e00\u4e0b\u73af\u5883\u76d1\u6d4b\u6821\u51c6B\u7ebf<\/td>\n\u95ee\u65e5\u671f（\u8bb0\u4f4f\u8981\u67e5\u7684\u662fB\u7ebf）<\/td>\n<\/tr>\n
5<\/td>\n\u5c31\u521a\u624d\u90a3\u4e2a\u65e5\u671f<\/td>\n\u7406\u89e3\u201c\u521a\u624d\u201d\u5c31\u662f\u7b2c3\u8f6e\u7684\u65e5\u671f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

BufferMemory\u5b9e\u6d4b\u7ed3\u679c：<\/p>\n\n\u8f6e\u6b21Agent\u5b9e\u9645\u8868\u73b0\u6211\u548b\u770b<\/tr>\n\n\n\n\n\n\n
1<\/td>\n\u95ee\u4ea7\u7ebf\u548c\u65e5\u671f<\/td>\n\u2705 \u6ca1\u95ee\u9898<\/td>\n<\/tr>\n
2<\/td>\n\u53ea\u95ee\u65e5\u671f<\/td>\n\u2705 \u8bb0\u4f4f\u610f\u56fe\u4e86！<\/td>\n<\/tr>\n
3<\/td>\n\u8fd4\u56de86.39%<\/td>\n\u2705 \u4fe1\u606f\u62fc\u4e0a\u4e86！<\/td>\n<\/tr>\n
4<\/td>\n\u95ee\u65e5\u671f<\/td>\n\u2705 \u77e5\u9053\u8981\u67e5B\u7ebf<\/td>\n<\/tr>\n
5<\/td>\n\u6ca1\u61c2\u201c\u521a\u624d\u90a3\u4e2a\u65e5\u671f\u201d<\/td>\n\u274c \u7ffb\u8f66\u4e86<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u770b\u5230\u7b2c5\u8f6e\u6211\u6c89\u9ed8\u4e86\u3002<\/span><\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8bb0\u5fc6\u786e\u5b9e\u4f20\u8fdb\u53bb\u4e86，Agent\u4e5f\u786e\u5b9e\u8bb0\u4f4f\u4e86\u6211\u4e4b\u524d\u8bf4\u8fc7\u7684\u8bdd\u3002\u4f46\u5b83\u7406\u89e3\u4e0d\u4e86\u201c\u521a\u624d\u90a3\u4e2a\u201d\u6307\u7684\u662f\u54ea\u4e00\u5929\u3002\u8fd9\u4e2a\u4e8b\u8ba9\u6211\u60f3\u660e\u767d\u4e86\u4e00\u4e2a\u9053\u7406：\u4fdd\u5b58\u4e0d\u7b49\u4e8e\u7406\u89e3\u3002\u6a21\u578b\u80fd\u8bb0\u4f4f\u4f60\u8bf4\u4e86\u4ec0\u4e48，\u4f46\u4e0d\u4ee3\u8868\u5b83\u771f\u7684\u201c\u61c2\u201d\u4f60\u5728\u8bf4\u4ec0\u4e48\u3002<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8fd9\u4e0d\u662f\u4ee3\u7801\u7684\u95ee\u9898，\u662f\u672c\u5730\u5c0f\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u3002<\/span>\u00a0<\/span>Qwen2.5-7B\u5728\u6307\u4ee3\u6d88\u89e3\u4efb\u52a1\u4e0a，\u786e\u5b9e\u8fd8\u6709\u5dee\u8ddd\u3002<\/p>\n

WindowMemory\u548cSummaryBufferMemory\u7684\u5b9e\u6d4b\u7ed3\u679c：<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8ddfBufferMemory\u51e0\u4e4e\u4e00\u6837\u2014\u2014\u524d4\u8f6e\u90fd\u6b63\u5e38，\u7b2c5\u8f6e\u90fd\u7ffb\u8f66\u3002Window\u7684\u7a97\u53e3\u673a\u5236\u5728\u8fd9\u6b21\u6d4b\u8bd5\u91cc\u6ca1\u89e6\u53d1（\u56e0\u4e3a\u5c315\u8f6e），SummaryBuffer\u5012\u662f\u591a\u52a0\u8f7d\u4e86\u51e0\u4e2atokenizer\u6587\u4ef6，\u8bc1\u660e\u5b83\u786e\u5b9e\u5728\u5de5\u4f5c\u3002<\/p>\n

\u6240\u4ee5\u6211\u7684\u7ed3\u8bba\u5f88\u5b9e\u5728：<\/p>\n\n\u8bb0\u5fc6\u6a21\u5f0f\u57fa\u7840\u8bb0\u5fc6\u8de8\u8f6e\u5173\u8054\u7406\u89e3\u201c\u521a\u624d\u90a3\u4e2a\u201dToken\u6d88\u8017\u6211\u63a8\u8350<\/tr>\n\n\n\n\n
BufferMemory<\/td>\n\u2705<\/td>\n\u2705<\/td>\n\u274c<\/td>\n\u6700\u9ad8<\/td>\n\u8c03\u8bd5\u7528<\/td>\n<\/tr>\n
WindowMemory<\/td>\n\u2705<\/td>\n\u2705（\u7a97\u53e3\u5185）<\/td>\n\u274c<\/td>\n\u4e2d\u7b49<\/td>\n\u5b9a\u957f\u5bf9\u8bdd<\/td>\n<\/tr>\n
SummaryBufferMemory<\/td>\n\u2705<\/td>\n\u2705<\/td>\n\u274c<\/td>\n\u6700\u4f4e<\/td>\n\u6b63\u5f0f\u4e0a\u7ebf\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u56db\u3001\u4e00\u70b9\u771f\u5fc3\u8bdd：\u8bb0\u5fc6\u4e0d\u662f\u94f6\u5f39<\/span><\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8fd9\u4e2a\u5b9e\u9a8c\u8ba9\u6211\u63a5\u53d7\u4e86\u4e00\u4e2a\u73b0\u5b9e：\u518d\u597d\u7684\u8bb0\u5fc6\u7cfb\u7edf，\u4e5f\u65e0\u6cd5\u5f25\u8865\u6a21\u578b\u672c\u8eab\u7684\u7406\u89e3\u7f3a\u9677\u3002<\/p>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5982\u679c\u7528\u6237\u7684\u8868\u8fbe\u662f\u6a21\u7cca\u7684（\u6bd4\u5982\u201c\u521a\u624d\u90a3\u4e2a\u201d\u3001\u201c\u4e0a\u6b21\u90a3\u4e2a\u201d），\u672c\u5730\u5c0f\u6a21\u578b\u5927\u6982\u7387\u4f1a\u7ffb\u8f66\u3002\u8fd9\u4e0d\u662f\u4f60\u4ee3\u7801\u5199\u5f97\u597d\u4e0d\u597d\u7684\u95ee\u9898，\u662f\u5f53\u524d\u6280\u672f\u9636\u6bb5\u4e0b7B\u53c2\u6570\u6a21\u578b\u7684\u80fd\u529b\u5929\u82b1\u677f\u3002<\/p>\n

\u90a3\u600e\u4e48\u529e？\u00a0\u6211\u7684\u5efa\u8bae\u5f88\u5b9e\u9645：<\/p>\n

  • \n

    \u5728\u5de5\u7a0b\u4e0a\u505a\u8865\u507f：\u8bbe\u8ba1\u5bf9\u8bdd\u6d41\u7a0b\u65f6，\u5c3d\u91cf\u5f15\u5bfc\u7528\u6237\u7ed9\u51fa\u660e\u786e\u7684\u3001\u7ed3\u6784\u5316\u7684\u4fe1\u606f\u3002<\/p>\n<\/li>\n

  • \n

    \u5728\u9884\u671f\u4e0a\u505a\u7ba1\u7406：\u544a\u8bc9\u7528\u6237\u201c\u8bf7\u5c3d\u91cf\u4e00\u6b21\u6027\u63d0\u4f9b\u4ea7\u7ebf\u540d\u79f0\u548c\u65e5\u671f\u201d，\u800c\u4e0d\u662f\u8ba9\u7528\u6237\u8bef\u4ee5\u4e3aAgent\u4ec0\u4e48\u90fd\u80fd\u542c\u61c2\u3002<\/p>\n<\/li>\n

  • \n

    \u5728\u9009\u578b\u4e0a\u505a\u53d6\u820d：\u5982\u679c\u4f60\u7684\u573a\u666f\u5bf9\u6a21\u7cca\u6307\u4ee3\u8981\u6c42\u5f88\u9ad8，\u53ef\u80fd\u9700\u8981\u8003\u8651\u5347\u7ea7\u5230\u66f4\u5927\u53c2\u6570\u91cf\u7684\u6a21\u578b，\u6216\u8005\u7528create_structured_chat_agent\u6765\u66f4\u7cbe\u786e\u5730\u63a7\u5236\u5de5\u5177\u8c03\u7528\u3002<\/p>\n<\/li>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8bf4\u767d\u4e86\u5c31\u662f：\u6280\u672f\u8981\u6709\u656c\u754f\u5fc3，\u522b\u6307\u671b\u4e00\u4e2a7B\u7684\u6a21\u578b\u80fd\u542c\u61c2\u201c\u521a\u624d\u90a3\u4e2a\u201d\u8fd9\u79cd\u53ea\u6709\u4eba\u624d\u61c2\u7684\u6a21\u7cca\u6307\u4ee3\u3002<\/p>\n

    \u603b\u7ed3：\u6015\u4f60\u5fd8\u4e86，\u6211\u518d\u5570\u55e6\u4e00\u904d<\/span><\/h3>\n

    \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u672c\u6587\u89e3\u51b3\u4e86\u4ec0\u4e48：\u7ed9Case01\u7684\u5236\u9020Agent（\u70b9\u51fb\u94fe\u63a5\u770b\u8be6\u60c5）\u88c5\u4e0a\u4e86\u8bb0\u5fc6\u82af\u7247，\u8ba9\u5b83\u80fd\u8bb0\u4f4f\u7528\u6237\u4e4b\u524d\u8bf4\u8fc7\u7684\u8bdd\u3002<\/p>\n

    \u4e09\u4e2a\u6838\u5fc3\u8ba4\u77e5：<\/p>\n

  • \n

    \u8bb0\u5fc6\u80fd\u89e3\u51b3\u201c\u5fd8\u8bb0\u201d，\u4f46\u89e3\u51b3\u4e0d\u4e86\u201c\u4e0d\u7406\u89e3\u201d\u3002\u5bf9\u8bdd\u5386\u53f2\u786e\u5b9e\u4fdd\u5b58\u4e86，\u4f46\u6a21\u578b\u80fd\u4e0d\u80fd\u6b63\u786e\u7406\u89e3\u201c\u521a\u624d\u90a3\u4e2a\u201d\u662f\u53e6\u4e00\u56de\u4e8b\u3002\u8fd9\u4e2a\u533a\u522b\u662f\u8d28\u7684\u533a\u522b\u3002<\/p>\n<\/li>\n

  • \n

    \u4e09\u79cd\u8bb0\u5fc6\u6a21\u5f0f\u5404\u6709\u5404\u7684\u5751\u3002Buffer\u8017Token\u6700\u591a，Window\u4f1a\u4e22\u8d85\u51fa\u7a97\u53e3\u7684\u5185\u5bb9，SummaryBuffer\u6bcf\u6b21\u90fd\u8981\u8c03LLM\u505a\u6458\u8981，\u6709\u6210\u672c\u3002<\/p>\n<\/li>\n

  • \n

    Prompt\u8bbe\u8ba1\u6bd4\u8bb0\u5fc6\u7c7b\u578b\u66f4\u91cd\u8981\u3002\u6211\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d，\u8d70\u4e86\u4e00\u5927\u6bb5\u5f2f\u8def\u2014\u2014\u5199\u4e86\u8d85\u957f\u7684Prompt\u3001\u52a0\u4e86\u597d\u591a\u201c\u7edd\u5bf9\u7981\u6b62\u201d\u7684\u89c4\u5219，\u7ed3\u679c\u6a21\u578b\u53cd\u800c\u4e0d\u77e5\u9053\u8be5\u542c\u54ea\u6761\u4e86\u3002\u6700\u540e\u5220\u6389\u4e00\u534a\u89c4\u5219，\u6548\u679c\u53cd\u800c\u66f4\u597d\u3002<\/p>\n<\/li>\n

    \u667a\u80fd\u5de5\u5382\u5bf9\u6807：\u672c\u65b9\u6848\u5bf9\u5e94GB\/T 39116-2020\u4e2d\u201c\u6570\u636e\u8d44\u6e90\u201d\u80fd\u529b\u57df（\u8f85\u57df）\u2014\u2014\u5b9e\u73b0\u5bf9\u8bdd\u5386\u53f2\u7684\u7ed3\u6784\u5316\u7ba1\u7406\u4e0e\u590d\u7528，\u964d\u4f4e\u751f\u4ea7\u7ba1\u7406\u4e2d\u7684\u4fe1\u606f\u6c9f\u901a\u6210\u672c\u3002<\/p>\n

    \u7cfb\u5217\u5bfc\u822a<\/span><\/h3>\n
      \n
    • \n

      \u672c\u6587\u6240\u5c5e\u7cfb\u5217：\u3010AI\u8d4b\u80fd\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u624b\u518c\u3011<\/p>\n<\/li>\n

    • \n

      \u4e0a\u4e00\u7bc7：\u667a\u8054\u5de5\u574a\u5b9e\u6218：\u5236\u9020\u77e5\u8bc6\u5e93\u5de5\u5177\u8c03\u7528Agent\u4ece\u96f6\u642d\u5efa（OEE+\u624b\u518c+\u6392\u73ed）<\/p>\n<\/li>\n

    • \n

      \u4e0b\u4e00\u7bc7：\u300a\u591a\u5de5\u5177\u534f\u540cAgent\u5b9e\u6218\u300b（Case03，\u5373\u5c06\u53d1\u5e03）<\/p>\n<\/li>\n<\/ul>\n

      \u4e92\u52a8\u4e0e\u4ea4\u6d41<\/span><\/h3>\n

      \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4f60\u5728\u7528LangChain\u7684Memory\u65f6，\u6709\u6ca1\u6709\u9047\u5230\u8fc7\u201c\u8bb0\u5fc6\u4f20\u4e86\u4f46\u4e0d\u751f\u6548\u201d\u7684\u5c34\u5c2c？\u6216\u8005\u4f60\u7684\u672c\u5730\u5c0f\u6a21\u578b\u6709\u6ca1\u6709\u5728\u201c\u521a\u624d\u90a3\u4e2a\u201d\u8fd9\u79cd\u95ee\u9898\u4e0a\u7ffb\u8fc7\u8f66？\u6b22\u8fce\u8bc4\u8bba\u533a\u5410\u69fd，\u54b1\u4eec\u4e92\u76f8\u5b89\u6170\u4e00\u4e0b\u3002\u8bf4\u5b9e\u8bdd，\u6211\u8c03\u8bd5\u7b2c5\u8f6e\u7ffb\u8f66\u7684\u65f6\u5019，\u662f\u771f\u7684\u6709\u70b9\u90c1\u95f7\u7684\u3002<\/p>\n

      <\/h3>\n

      \u5173\u4e8e\u4f5c\u8005<\/span><\/h3>\n

      \u00a0 \u00a0 \u00a0\u5236\u9020\u4e1a\u6570\u636e\u4e0eAI\u8df5\u884c\u8005\u8001\u848b，23\u5e74IT\u8001\u5175\u3002\u805a\u7126\u5236\u9020\u4e1a\u6570\u636e\u67b6\u6784\u4e0eAI\u878d\u5408\u843d\u5730\u3002\u5168\u6d41\u7a0b\u5b9e\u6218，\u5168\u6e90\u7801\u5f00\u6e90\u3002<\/p>\n

      \u6807\u7b7e：#AI Agent\u00a0#LangChain\u00a0#\u5236\u9020\u4e1a\u6570\u636e\u00a0#\u667a\u80fd\u5de5\u5382\u00a0#\u8bb0\u5fc6\u7cfb\u7edf<\/p>\n","protected":false},"excerpt":{"rendered":"

      🏭\u5bfc\u822a\u6536\u85cf\u4e0d\u8ff7\u8def\u2014>\u5236\u9020\u4e1a\u6570\u636e\u4e0eAI\u8df5\u884c\u8005\u8001\u848b\u7684\u6280\u672f\u535a\u5ba2\u5168\u7cfb\u5217\u6587\u7ae0\u6c47\u603b（\u6301\u7eed\u66f4\u65b0）
      \n\u6587\u7ae0\u6458\u8981 \u5144\u5f1f\u4eec，\u4f60\u4eec\u7684AI\u52a9\u624b\u662f\u4e0d\u662f\u4e5f\u50cf\u6761\u201c\u91d1\u9c7c\u201d\u2014\u2014\u521a\u8bf4\u8fc7\u7684\u4e8b\u8f6c\u5934\u5c31\u5fd8？\u672c\u6587\u5e26\u4f60\u7ed9\u3010\u667a\u8054\u5de5\u574a\u3011\u7684\u5236\u9020Agent\u88c5\u4e0a\u4e09\u79cd\u201c\u8bb0\u5fc6\u82af\u7247\u201d：Buffer\u3001Window\u3001SummaryBuffer\u3002\u5168\u7a0b\u5b9e\u6218，\u9644\u5b8c\u6574\u4ee3\u7801\u548c3\u79cd\u6a21\u5f0f\u5bf9\u6bd4\u6d4b\u8bd5\u6570\u636e\u3002\u770b\u5b8c\u4f60\u5c31\u77e5\u9053：\u8bb0\u5fc6\u80fd\u89e3\u51b3\u4ec0\u4e48\u3001\u89e3\u51b3\u4e0d\u4e86\u4ec0\u4e48\u3001<\/p>\n","protected":false},"author":2,"featured_media":87937,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9099,997,81,50,2606],"topic":[],"class_list":["post-87938","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-9099","tag-langchain","tag-python","tag-50","tag-2606"],"yoast_head":"\n\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \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\/87938.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"🏭\u5bfc\u822a\u6536\u85cf\u4e0d\u8ff7\u8def\u2014>\u5236\u9020\u4e1a\u6570\u636e\u4e0eAI\u8df5\u884c\u8005\u8001\u848b\u7684\u6280\u672f\u535a\u5ba2\u5168\u7cfb\u5217\u6587\u7ae0\u6c47\u603b（\u6301\u7eed\u66f4\u65b0） \u6587\u7ae0\u6458\u8981 \u5144\u5f1f\u4eec，\u4f60\u4eec\u7684AI\u52a9\u624b\u662f\u4e0d\u662f\u4e5f\u50cf\u6761\u201c\u91d1\u9c7c\u201d\u2014\u2014\u521a\u8bf4\u8fc7\u7684\u4e8b\u8f6c\u5934\u5c31\u5fd8？\u672c\u6587\u5e26\u4f60\u7ed9\u3010\u667a\u8054\u5de5\u574a\u3011\u7684\u5236\u9020Agent\u88c5\u4e0a\u4e09\u79cd\u201c\u8bb0\u5fc6\u82af\u7247\u201d：Buffer\u3001Window\u3001SummaryBuffer\u3002\u5168\u7a0b\u5b9e\u6218，\u9644\u5b8c\u6574\u4ee3\u7801\u548c3\u79cd\u6a21\u5f0f\u5bf9\u6bd4\u6d4b\u8bd5\u6570\u636e\u3002\u770b\u5b8c\u4f60\u5c31\u77e5\u9053：\u8bb0\u5fc6\u80fd\u89e3\u51b3\u4ec0\u4e48\u3001\u89e3\u51b3\u4e0d\u4e86\u4ec0\u4e48\u3001\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/87938.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-31T00:09:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260731000909-6a6be7a588b5d.jpg\" \/>\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=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/87938.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/87938.html\",\"name\":\"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-31T00:09:12+00:00\",\"dateModified\":\"2026-07-31T00:09:12+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/87938.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/87938.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/87938.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/87938.html","og_locale":"zh_CN","og_type":"article","og_title":"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"🏭\u5bfc\u822a\u6536\u85cf\u4e0d\u8ff7\u8def\u2014>\u5236\u9020\u4e1a\u6570\u636e\u4e0eAI\u8df5\u884c\u8005\u8001\u848b\u7684\u6280\u672f\u535a\u5ba2\u5168\u7cfb\u5217\u6587\u7ae0\u6c47\u603b（\u6301\u7eed\u66f4\u65b0） \u6587\u7ae0\u6458\u8981 \u5144\u5f1f\u4eec，\u4f60\u4eec\u7684AI\u52a9\u624b\u662f\u4e0d\u662f\u4e5f\u50cf\u6761\u201c\u91d1\u9c7c\u201d\u2014\u2014\u521a\u8bf4\u8fc7\u7684\u4e8b\u8f6c\u5934\u5c31\u5fd8？\u672c\u6587\u5e26\u4f60\u7ed9\u3010\u667a\u8054\u5de5\u574a\u3011\u7684\u5236\u9020Agent\u88c5\u4e0a\u4e09\u79cd\u201c\u8bb0\u5fc6\u82af\u7247\u201d：Buffer\u3001Window\u3001SummaryBuffer\u3002\u5168\u7a0b\u5b9e\u6218，\u9644\u5b8c\u6574\u4ee3\u7801\u548c3\u79cd\u6a21\u5f0f\u5bf9\u6bd4\u6d4b\u8bd5\u6570\u636e\u3002\u770b\u5b8c\u4f60\u5c31\u77e5\u9053：\u8bb0\u5fc6\u80fd\u89e3\u51b3\u4ec0\u4e48\u3001\u89e3\u51b3\u4e0d\u4e86\u4ec0\u4e48\u3001","og_url":"https:\/\/www.wsisp.com\/helps\/87938.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-07-31T00:09:12+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260731000909-6a6be7a588b5d.jpg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/87938.html","url":"https:\/\/www.wsisp.com\/helps\/87938.html","name":"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-07-31T00:09:12+00:00","dateModified":"2026-07-31T00:09:12+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/87938.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/87938.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/87938.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u667a\u8054\u5de5\u574a\u5b9e\u6218\uff1a\u4ece\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\u5230\u201c\u8bb0\u4f4f\u4e86\u201d\uff1a\u7ed9\u5236\u9020Agent\u88c5\u4e0a\u8bb0\u5fc6\u82af\u7247\u7684\u5b8c\u6574\u6307\u5357"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/87938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=87938"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/87938\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/87937"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=87938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=87938"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=87938"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=87938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}