{"id":55847,"date":"2025-02-19T11:56:44","date_gmt":"2025-02-19T03:56:44","guid":{"rendered":"https:\/\/fwq.ai\/blog\/55847\/"},"modified":"2025-02-19T11:56:44","modified_gmt":"2025-02-19T03:56:44","slug":"%e8%a7%a3%e5%86%b3llm%e9%95%bf%e4%b8%8a%e4%b8%8b%e6%96%87json%e6%a0%bc%e5%bc%8f%e8%be%93%e5%87%ba%e6%96%87%e6%9c%ac%e5%bc%82%e5%b8%b8-%e4%b8%ad%e6%96%ad%e9%97%ae%e9%a2%98","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/55847\/","title":{"rendered":"\u89e3\u51b3LLM\u957f\u4e0a\u4e0b\u6587JSON\u683c\u5f0f\u8f93\u51fa\u6587\u672c\u5f02\u5e38\/\u4e2d\u65ad\u95ee\u9898"},"content":{"rendered":"<h2>\u4e00\u3001\u524d\u8a00<\/h2>\n<p>\u867d\u7136\u73b0\u5728\u5927\u90e8\u5206LLM\u90fd\u5df2\u7ecf\u53ef\u4ee5\u652f\u6301\u8f93\u51fa\u4e0a\u4e07\u4e2aToken\u4e86\u3002\u4f46\u662f\uff0c\u6211\u4eec\u5728\u5b9e\u9645\u4e1a\u52a1\u843d\u5730\u7684\u65f6\u5019\uff0c\u8fd8\u662f\u4f1a\u7ecf\u5e38\u9047\u5230LLM\u4e0d\u6309\u7167\u6211\u4eec\u89c4\u5b9a\u7684\u683c\u5f0f\u8f93\u51fa\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u7279\u522b\u662f\u6211\u4eec\u9700\u8981\u8f93\u51fa\u7684\u7ed3\u679c\u5177\u5907\u7ed3\u6784\u5316\uff0c\u65b9\u4fbf\u6211\u4eec\u7ee7\u7eed\u6267\u884c\u4e0b\u6e38\u4efb\u52a1\u7684\u60c5\u51b5\u3002<\/p>\n<p> <\/p>\n<p>\u7531\u4e8ejson\u683c\u5f0f\u5929\u751f\u4eb2\u8fd1\u7eaf\u6587\u672c\uff0c\u6240\u4ee5\u60f3\u8ba9LLM\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u65f6\u5019\uff0c\u4e00\u822c\u90fd\u662f\u8f93\u51fa\u4e3ajson\uff0c\u7136\u540e\u5c06json\u62bd\u53d6\u51fa\u6765\uff0c\u8f6c\u5316\u4e3a\u5b57\u5178\uff0c\u7ee7\u7eed\u505a\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n<p>\u4f46\u662f\u6709\u5f88\u591a\u539f\u56e0\uff0c\u4f1a\u5bfc\u81f4\u6211\u4eec\u65e0\u6cd5\u5f97\u5230\u5b8c\u6574\u7684json\u8f93\u51fa\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e8c\u3001\u8f93\u51fa\u534a\u622aJson\u7684\u51e0\u79cd\u60c5\u51b5<\/h2>\n<h3>2.1 \u8f93\u51fa\u8d85\u8fc7\u4e86LLM\u652f\u6301Token\u7684\u4e0a\u7ebf<\/h3>\n<ol>\n<li>\u8f93\u5165\u7684\u4e0a\u4e0b\u6587\u8fc7\u957f\uff0c\u5bfc\u81f4\u7559\u7ed9\u8f93\u51fa\u7684\u4f4d\u7f6e\u592a\u5c11\uff0cLLM\u65e0\u6cd5\u7ed9\u51fa\u5b8c\u6574\u7684\u7b54\u6848\uff0c\u4ece\u800cjson\u53ea\u8f93\u51fa\u4e86\u4e00\u534a\u5c31\u7ed3\u675f\u4e86\u3002<\/li>\n<li>\u4efb\u52a1\u592a\u8fc7\u590d\u6742\uff0c\u4f7f\u7528CoT\u6280\u672f\uff0c\u8ba9LLM\u8f93\u51fa\u7684\u4e2d\u95f4\u601d\u8003\u8fc7\u7a0b\u592a\u591a\uff0c\u5bfc\u81f4LLM\u6ca1\u6709\u592a\u591a\u7684\u7a7a\u95f4\u8f93\u51fa\u6700\u7ec8\u7684\u7ed3\u679c\u3002\u8981\u4e48\u6ca1\u6709\u5f97\u5230\u6700\u7ec8\u7684\u7ed3\u679c\uff0c\u8981\u4e48\u7ed3\u679c\u53ea\u8f93\u51fa\u4e86\u4e00\u534a\u5c31\u505c\u6b62\u4e86<\/li>\n<\/ol>\n<h3>2.2 \u654f\u611f\u8bcd\u62e6\u622aLLM\u7684\u8f93\u51fa<\/h3>\n<p>\u4e3a\u4e86\u9632\u6b62LLM\u88ab\u6ee5\u7528\uff0c\u8f93\u51fa\u4e0d\u6070\u5f53\u7684\u5185\u5bb9\u3002\u4e0d\u540c\u7684\u5730\u533a\uff0c\u5bf9\u654f\u611f\u7684\u5185\u5bb9\u4e0d\u4e00\u6837\uff0c\u56e0\u6b64\u5728\u5bf9\u5916\u8f93\u51fa\u7ed3\u679c\u65f6\uff0c\u4e00\u822c\u90fd\u4f1a\u6839\u636e\u6240\u5728\u5730\u7684\u4e0d\u540c\u60c5\u51b5\uff0c\u8fdb\u884c\u654f\u611f\u8bcd\u8fc7\u6ee4\u6216\u8005\u62e6\u622a\u3002\u5c31\u5982\u540c\u524d\u51e0\u5e74\uff0cMeta\u641e\u51fa\u4e86\u4e00\u4e2a\u6709\u72af\u7f6a\u503e\u5411\u7684AI\u4e00\u6837\uff0c\u5728\u5168\u4e16\u754c\u90fd\u662f\u4e0d\u88ab\u5141\u8bb8\u7684\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5f53\u4f60\u7684llm\u4e0d\u53d7\u63a7\u5236\u7684\u8f93\u51fa\u654f\u611f\u5185\u5bb9\u65f6\u88ab\u622a\u80e1\uff0c\u8f93\u51fa\u534a\u622a\u5b50\u7ed3\u679c\u4e5f\u662f\u4f1a\u5b58\u5728\u8fd9\u79cd\u60c5\u51b5\u3002<\/p>\n<h3>2.3 \u4e0d\u80fd\u4e25\u683c\u9075\u5b88\u6307\u4ee4<\/h3>\n<p>\u8fd9\u79cd\u60c5\u51b5\u66f4\u4e3a\u666e\u904d\u3002\u518d\u725b\u7684LLM\u4e5f\u6709\u6253\u76f9\u7684\u65f6\u5019\uff0c\u4e0d\u80fd\u4fdd\u8bc1\u4e00\u5b9a\u6309\u7167\u4f60\u7684\u683c\u5f0f\u8981\u6c42\u8f93\u51fa\u3002<\/p>\n<p>\u6211\u4eec\u7ecf\u5e38\u9047\u5230\uff0c\u5728\u8f93\u51fajson\u7684\u65f6\u5019\uff0c\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e0b\u60c5\u51b5\uff1a<\/p>\n<ol>\n<li>\u4e22\u5931\u5173\u952e\u7684\u6807\u70b9\u7b26\u53f7\uff1b\u4f8b\u5982\uff1a<code>{\"question\":\u4f60\u597d\u5417\uff01}<\/code> \u6ca1\u6709\u53cc\u5f15\u53f7\uff0c\u662f\u65e0\u6cd5\u5b8c\u6574\u7684\u89e3\u6790\u8fd9\u4e2a\u8f93\u51fa\u7684\u3002<\/li>\n<li>\u6807\u70b9\u7b26\u53f7\uff0c\u6ca1\u6709\u51fa\u73b0\u5728\u6b63\u786e\u7684\u4f4d\u7f6e\uff1b\u4f8b\u5982\uff1a<code>{\"question\":\"\u4f60\u597d\u5417\uff01\" \uff0c\"answer\":\"\u6211\u5f88\u597d\"}<\/code> \u4e2d\u95f4\u7684\u6807\u70b9\u7b26\u53f7\u662f\u5168\u89d2\uff0c\u4e0d\u662f\u534a\u89d2\uff0c\u4e5f\u4f1a\u5bfc\u81f4json\u8f93\u51fa\u5931\u8d25\u3002<\/li>\n<li>\u8fd8\u6709\u5f88\u591a\u79cd\u60c5\u51b5\uff0c\u5c31\u4e0d\u4e00\u4e00\u5217\u4e3e\uff0c\u4e0b\u9762\u4ecb\u7ecd\u4e00\u4e0b\u5982\u4f55\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u4e09\u3001\u4e00\u4e2a\u5f00\u6e90\u7684\u89e3\u51b3\u65b9\u6848<\/h2>\n<p>\u9047\u5230\u4e0a\u8ff0\u4e09\u4e2a\u95ee\u9898\uff0c\u901a\u5e38\u6709\u4e09\u79cd\u65b9\u6cd5\u89e3\u51b3\uff1a<\/p>\n<ol>\n<li>\u8865\u5168json\uff1a\u4e3b\u8981\u9488\u5bf9json\u7b54\u6848\u8f93\u51fa\u4e00\u534a\u7684\u60c5\u51b5\uff0c\u4e5f\u5c31\u662f\u5c06\u534a\u622ajson\u4e0d\u5168\u6210\u5b8c\u6574\u7684json\u683c\u5f0f\uff0c\u4f7f\u5176\u5177\u5907json\u89e3\u6790\u7684\u6761\u4ef6\u3002<\/li>\n<li>\u4fee\u6b63json\uff1a\u4e3b\u8981\u9488\u5bf9json\u7b54\u6848\u4e2d\u6807\u70b9\u7f3a\u5931\u6216\u8005\u6807\u70b9\u4e0d\u6b63\u786e\u7684\u60c5\u51b5<\/li>\n<li>\u4e22\u5f03\u90e8\u5206json\u5185\u5bb9\uff1a\u4e3b\u8981\u9488\u5bf9json\u4e2d\u4e00\u4e9b\u65e0\u6cd5\u987e\u8651\u5230\u7684\u7279\u6b8a\u60c5\u51b5\uff0c\u4fdd\u7559\u6b63\u5e38\u7684\u5185\u5bb9\uff0c\u4e22\u5f03\u4e0d\u89c4\u8303\u7684\u5185\u5bb9\u3002<\/li>\n<\/ol>\n<h3>3.1 streaming-json-py\u7684\u89e3\u51b3\u65b9\u6848<\/h3>\n<p>\u8fd9\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4e14\u63d0\u4f9b\u4e86<\/p>\n<ul>\n<li>streaming-json-go`<\/li>\n<li>streaming-json-py<\/li>\n<li>streaming-json-js<\/li>\n<\/ul>\n<p>\u4e09\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u53ef\u4ee5\u6ee1\u8db3\u4e0d\u540c\u73af\u5883\u4e0b\u7684\u9700\u6c42\u3002<\/p>\n<p>\u4e0b\u9762\u770b\u4e00\u4e0b\u5b9e\u6218\u6548\u679c<\/p>\n<p><code>pip install streamingjson<\/code><\/p>\n<pre>lexer&nbsp;=&nbsp;streamingjson.Lexer()\r\n\n#&nbsp;append&nbsp;your&nbsp;JSON&nbsp;segment\r\nlexer.append_string('{\"a\":')\r\n\n#&nbsp;complete&nbsp;the&nbsp;JSON\r\nprint(lexer.complete_json())&nbsp;#&nbsp;will&nbsp;print&nbsp;`{\"a\":null}`\r\n\n#&nbsp;append&nbsp;more&nbsp;JSON&nbsp;segment\r\nlexer.append_string('[tr')\r\n\n#&nbsp;complete&nbsp;the&nbsp;JSON&nbsp;again\r\nprint(lexer.complete_json())&nbsp;#&nbsp;will&nbsp;print&nbsp;`{\"a\":[true]}`<\/pre>\n<p>\u8fd9\u4e2a\u5f00\u6e90\u7684\u65b9\u6848\u91cd\u70b9\u662f\u5728\u8865\u5168json<\/p>\n<p>\u66ff\u4ee3\u65b9\u6848\uff1a<\/p>\n<p>&nbsp;<\/p>\n<h2>\u56db\u3001\u6539\u8fdb\u7684\u4e00\u4e2a\u65b9\u6848<\/h2>\n<p>\u6211\u4eec\u81ea\u5df1\u6539\u8fdb\u7684\u65b9\u6848\uff0c\u4e3b\u8981\u901a\u8fc7\u68c0\u6d4bjson\u4e2d\u6807\u70b9\u7b26\u53f7\u7684\u7f3a\u5931\u548c\u9519\u8bef\u6027\uff0c\u6765\u7ea0\u6b63json\u683c\u5f0f\uff0c\u7136\u540e\uff0c\u8f85\u52a9\u8865\u5168json\u6765\u5b9e\u73b0\u7684\uff0c\u6700\u540e\u901a\u8fc7\u63d0\u53d6json\u90e8\u5206\u7684\u5185\u5bb9\uff0c\u6765\u83b7\u5f97\u7ed3\u6784\u5316\u7684\u7ed3\u679c<\/p>\n<p>\u4e3e\u4e24\u4e2a\u4f8b\u5b50:<\/p>\n<p>&nbsp;<\/p>\n<p>output = &#8221;&#8217;\u4f60\u9700\u8981\u7684\u7b54\u6848\u662f&#8220;`jsonn{&#8220;question&#8221;:&#8221;2024\u5e74\u5965\u8fd0\u4f1a\u5728\u54ea\u91cc\u4e3e\u529e\uff1f&#8221;n\uff0cn&#8221;answer&#8221;:\u201c\u5df4\u9ecen&#8221;&#8217;<\/p>\n<p>\u8fd9\u91cc\u6709\u4e09\u4e2a\u9519\u8bef\uff1a<\/p>\n<ul>\n<li><code>\uff0c<\/code>\u662f\u4e2d\u6587\uff0c\u65e0\u6cd5\u6b63\u786e\u89e3\u6790<\/li>\n<li><code>\u5df4\u9ece<\/code> \u6709\u4e2a\u5f15\u53f7\u9519\u8bef\uff0c\u6709\u4e2a\u5f15\u53f7\u7f3a\u5931<\/li>\n<li>\u7f3a\u5c11\u4e09\u5f15\u53f7\u548c<code>}<\/code><\/li>\n<\/ul>\n<p>\u6700\u7ec8\u5b8c\u7f8e\u7ea0\u6b63\u4e86\u4e0a\u8ff0\u7684\u9519\u8bef\uff0c\u5e76\u4e14\u6b63\u786e\u7684\u8f93\u51fa<\/p>\n<pre><code>{'question': '2024\u5e74\u5965\u8fd0\u4f1a\u5728\u54ea\u91cc\u4e3e\u529e\uff1f', 'answer': '\u5df4\u9ece'}<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u524d\u8a00 \u867d\u7136\u73b0\u5728\u5927\u90e8\u5206LLM\u90fd\u5df2\u7ecf\u53ef\u4ee5\u652f\u6301\u8f93\u51fa\u4e0a\u4e07\u4e2aToken\u4e86\u3002\u4f46\u662f\uff0c\u6211\u4eec\u5728\u5b9e\u9645\u4e1a\u52a1\u843d\u5730\u7684\u65f6\u5019\uff0c\u8fd8\u662f\u4f1a\u7ecf\u5e38\u9047\u5230LLM\u4e0d\u6309\u7167\u6211\u4eec\u89c4\u5b9a\u7684\u683c\u5f0f\u8f93\u51fa\u7684\u60c5\u51b5\u3002 \u7279\u522b\u662f\u6211\u4eec\u9700\u8981\u8f93\u51fa\u7684\u7ed3\u679c\u5177\u5907\u7ed3\u6784\u5316\uff0c\u65b9\u4fbf\u6211\u4eec\u7ee7\u7eed\u6267\u884c\u4e0b\u6e38\u4efb\u52a1\u7684\u60c5\u51b5\u3002 \u7531\u4e8ejson\u683c\u5f0f\u5929\u751f\u4eb2\u8fd1\u7eaf\u6587\u672c\uff0c\u6240\u4ee5\u60f3\u8ba9LLM\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u65f6\u5019\uff0c\u4e00\u822c\u90fd\u662f\u8f93\u51fa\u4e3ajson\uff0c\u7136\u540e\u5c06json\u62bd\u53d6\u51fa\u6765\uff0c\u8f6c\u5316\u4e3a\u5b57\u5178\uff0c\u7ee7\u7eed\u505a\u4e0b\u6e38\u4efb\u52a1\u3002 \u4f46\u662f\u6709\u5f88\u591a\u539f\u56e0\uff0c\u4f1a\u5bfc\u81f4\u6211\u4eec\u65e0\u6cd5\u5f97\u5230\u5b8c\u6574\u7684json\u8f93\u51fa\u3002 &nbsp; \u4e8c\u3001\u8f93\u51fa\u534a\u622aJson\u7684\u51e0\u79cd\u60c5\u51b5 2.1 \u8f93\u51fa\u8d85\u8fc7\u4e86LLM\u652f\u6301Token\u7684\u4e0a\u7ebf \u8f93\u5165\u7684\u4e0a\u4e0b\u6587\u8fc7\u957f\uff0c\u5bfc\u81f4\u7559\u7ed9\u8f93\u51fa\u7684\u4f4d\u7f6e\u592a\u5c11\uff0cLLM\u65e0\u6cd5\u7ed9\u51fa\u5b8c\u6574\u7684\u7b54\u6848\uff0c\u4ece\u800cjson\u53ea\u8f93\u51fa\u4e86\u4e00\u534a\u5c31\u7ed3\u675f\u4e86\u3002 \u4efb\u52a1\u592a\u8fc7\u590d\u6742\uff0c\u4f7f\u7528CoT\u6280\u672f\uff0c\u8ba9LLM\u8f93\u51fa\u7684\u4e2d\u95f4\u601d\u8003\u8fc7\u7a0b\u592a\u591a\uff0c\u5bfc\u81f4LLM\u6ca1\u6709\u592a\u591a\u7684\u7a7a\u95f4\u8f93\u51fa\u6700\u7ec8\u7684\u7ed3\u679c\u3002\u8981\u4e48\u6ca1\u6709\u5f97\u5230\u6700\u7ec8\u7684\u7ed3\u679c\uff0c\u8981\u4e48\u7ed3\u679c\u53ea\u8f93\u51fa\u4e86\u4e00\u534a\u5c31\u505c\u6b62\u4e86 2.2 \u654f\u611f\u8bcd\u62e6\u622aLLM\u7684\u8f93\u51fa \u4e3a\u4e86\u9632\u6b62LLM\u88ab\u6ee5\u7528\uff0c\u8f93\u51fa\u4e0d\u6070\u5f53\u7684\u5185\u5bb9\u3002\u4e0d\u540c\u7684\u5730\u533a\uff0c\u5bf9\u654f\u611f\u7684\u5185\u5bb9\u4e0d\u4e00\u6837\uff0c\u56e0\u6b64\u5728\u5bf9\u5916\u8f93\u51fa\u7ed3\u679c\u65f6\uff0c\u4e00\u822c\u90fd\u4f1a\u6839\u636e\u6240\u5728\u5730\u7684\u4e0d\u540c\u60c5\u51b5\uff0c\u8fdb\u884c\u654f\u611f\u8bcd\u8fc7\u6ee4\u6216\u8005\u62e6\u622a\u3002\u5c31\u5982\u540c\u524d\u51e0\u5e74\uff0cMeta\u641e\u51fa\u4e86\u4e00\u4e2a\u6709\u72af\u7f6a\u503e\u5411\u7684AI\u4e00\u6837\uff0c\u5728\u5168\u4e16\u754c\u90fd\u662f\u4e0d\u88ab\u5141\u8bb8\u7684\u3002 \u6240\u4ee5\uff0c\u5f53\u4f60\u7684llm\u4e0d\u53d7\u63a7\u5236\u7684\u8f93\u51fa\u654f\u611f\u5185\u5bb9\u65f6\u88ab\u622a\u80e1\uff0c\u8f93\u51fa\u534a\u622a\u5b50\u7ed3\u679c\u4e5f\u662f\u4f1a\u5b58\u5728\u8fd9\u79cd\u60c5\u51b5\u3002 2.3 \u4e0d\u80fd\u4e25\u683c\u9075\u5b88\u6307\u4ee4 \u8fd9\u79cd\u60c5\u51b5\u66f4\u4e3a\u666e\u904d\u3002\u518d\u725b\u7684LLM\u4e5f\u6709\u6253\u76f9\u7684\u65f6\u5019\uff0c\u4e0d\u80fd\u4fdd\u8bc1\u4e00\u5b9a\u6309\u7167\u4f60\u7684\u683c\u5f0f\u8981\u6c42\u8f93\u51fa\u3002 \u6211\u4eec\u7ecf\u5e38\u9047\u5230\uff0c\u5728\u8f93\u51fajson\u7684\u65f6\u5019\uff0c\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e0b\u60c5\u51b5\uff1a \u4e22\u5931\u5173\u952e\u7684\u6807\u70b9\u7b26\u53f7\uff1b\u4f8b\u5982\uff1a{&#8220;question&#8221;:\u4f60\u597d\u5417\uff01} \u6ca1\u6709\u53cc\u5f15\u53f7\uff0c\u662f\u65e0\u6cd5\u5b8c\u6574\u7684\u89e3\u6790\u8fd9\u4e2a\u8f93\u51fa\u7684\u3002 \u6807\u70b9\u7b26\u53f7\uff0c\u6ca1\u6709\u51fa\u73b0\u5728\u6b63\u786e\u7684\u4f4d\u7f6e\uff1b\u4f8b\u5982\uff1a{&#8220;question&#8221;:&#8221;\u4f60\u597d\u5417\uff01&#8221; \uff0c&#8221;answer&#8221;:&#8221;\u6211\u5f88\u597d&#8221;} \u4e2d\u95f4\u7684\u6807\u70b9\u7b26\u53f7\u662f\u5168\u89d2\uff0c\u4e0d\u662f\u534a\u89d2\uff0c\u4e5f\u4f1a\u5bfc\u81f4json\u8f93\u51fa\u5931\u8d25\u3002 \u8fd8\u6709\u5f88\u591a\u79cd\u60c5\u51b5\uff0c\u5c31\u4e0d\u4e00\u4e00\u5217\u4e3e\uff0c\u4e0b\u9762\u4ecb\u7ecd\u4e00\u4e0b\u5982\u4f55\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\u3002 &nbsp; \u4e09\u3001\u4e00\u4e2a\u5f00\u6e90\u7684\u89e3\u51b3\u65b9\u6848 \u9047\u5230\u4e0a\u8ff0\u4e09\u4e2a\u95ee\u9898\uff0c\u901a\u5e38\u6709\u4e09\u79cd\u65b9\u6cd5\u89e3\u51b3\uff1a \u8865\u5168json\uff1a\u4e3b\u8981\u9488\u5bf9json\u7b54\u6848\u8f93\u51fa\u4e00\u534a\u7684\u60c5\u51b5\uff0c\u4e5f\u5c31\u662f\u5c06\u534a\u622ajson\u4e0d\u5168\u6210\u5b8c\u6574\u7684json\u683c\u5f0f\uff0c\u4f7f\u5176\u5177\u5907json\u89e3\u6790\u7684\u6761\u4ef6\u3002 \u4fee\u6b63json\uff1a\u4e3b\u8981\u9488\u5bf9json\u7b54\u6848\u4e2d\u6807\u70b9\u7f3a\u5931\u6216\u8005\u6807\u70b9\u4e0d\u6b63\u786e\u7684\u60c5\u51b5 \u4e22\u5f03\u90e8\u5206json\u5185\u5bb9\uff1a\u4e3b\u8981\u9488\u5bf9json\u4e2d\u4e00\u4e9b\u65e0\u6cd5\u987e\u8651\u5230\u7684\u7279\u6b8a\u60c5\u51b5\uff0c\u4fdd\u7559\u6b63\u5e38\u7684\u5185\u5bb9\uff0c\u4e22\u5f03\u4e0d\u89c4\u8303\u7684\u5185\u5bb9\u3002 3.1 streaming-json-py\u7684\u89e3\u51b3\u65b9\u6848 \u8fd9\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4e14\u63d0\u4f9b\u4e86 streaming-json-go` streaming-json-py streaming-json-js \u4e09\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u53ef\u4ee5\u6ee1\u8db3\u4e0d\u540c\u73af\u5883\u4e0b\u7684\u9700\u6c42\u3002 \u4e0b\u9762\u770b\u4e00\u4e0b\u5b9e\u6218\u6548\u679c pip install streamingjson lexer&nbsp;=&nbsp;streamingjson.Lexer() #&nbsp;append&nbsp;your&nbsp;JSON&nbsp;segment lexer.append_string(&#8216;{&#8220;a&#8221;:&#8217;) #&nbsp;complete&nbsp;the&nbsp;JSON print(lexer.complete_json())&nbsp;#&nbsp;will&nbsp;print&nbsp;`{&#8220;a&#8221;:null}` #&nbsp;append&nbsp;more&nbsp;JSON&nbsp;segment lexer.append_string(&#8216;[tr&#8217;) #&nbsp;complete&nbsp;the&nbsp;JSON&nbsp;again print(lexer.complete_json())&nbsp;#&nbsp;will&nbsp;print&nbsp;`{&#8220;a&#8221;:[true]}` \u8fd9\u4e2a\u5f00\u6e90\u7684\u65b9\u6848\u91cd\u70b9\u662f\u5728\u8865\u5168json \u66ff\u4ee3\u65b9\u6848\uff1a &nbsp; \u56db\u3001\u6539\u8fdb\u7684\u4e00\u4e2a\u65b9\u6848 [&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-55847","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/55847","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=55847"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/55847\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=55847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=55847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=55847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}