{"id":113539,"date":"2026-10-06T18:25:10","date_gmt":"2026-10-06T10:25:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113539.html"},"modified":"2026-10-06T18:25:10","modified_gmt":"2026-10-06T10:25:10","slug":"pi-agent-%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e4%b8%ba%e4%bb%80%e4%b9%88%e6%88%91%e8%a7%89%e5%be%97%e5%ae%83%e7%89%b9%e5%88%ab%e9%80%82%e5%90%88%e6%8b%bf%e6%9d%a5%e5%ad%a6-agent%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113539.html","title":{"rendered":"Pi Agent \u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent\uff1f"},"content":{"rendered":"<h2>Pi Agent \u662f\u4ec0\u4e48&#xff1f;\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent&#xff1f;<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261006102509-6ac4cc8514647.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6700\u8fd1\u5728\u5b66 Agent \u7684\u65f6\u5019&#xff0c;\u6211\u53d1\u73b0\u5f88\u591a\u6846\u67b6\u4e00\u4e0a\u6765\u5c31\u7ed9\u4f60\u585e\u4e00\u5927\u5806\u6982\u5ff5&#xff1a;<\/p>\n<p>Planner<br \/>\nMemory<br \/>\nTool<br \/>\nWorkflow<br \/>\nMulti-Agent<br \/>\nState<\/p>\n<p>\u521a\u5f00\u59cb\u5f88\u5bb9\u6613\u9677\u8fdb\u53bb\u3002<\/p>\n<p>\u540e\u6765\u770b\u5230 Pi Coding Agent&#xff0c;\u53cd\u800c\u89c9\u5f97\u5b83\u5f88\u9002\u5408\u7528\u6765\u7406\u89e3 Agent \u672c\u8eab\u5230\u5e95\u662f\u600e\u4e48\u8dd1\u8d77\u6765\u7684\u3002<\/p>\n<p>\u56e0\u4e3a Pi \u7684\u601d\u8def\u5f88\u7b80\u5355&#xff1a;<\/p>\n<p>\u5728\u7ec8\u7aef\u91cc\u7ed9\u4e00\u4e2a\u5927\u6a21\u578b\u63a5\u4e0a\u5de5\u5177&#xff0c;\u518d\u8ba9\u5b83\u81ea\u5df1\u5faa\u73af\u5b8c\u6210\u7f16\u7801\u4efb\u52a1\u3002<\/p>\n<p>\u6240\u4ee5\u4eca\u5929\u4e0d\u804a\u201c\u600e\u4e48\u62ff Pi \u5199\u4ee3\u7801\u66f4\u5feb\u201d&#xff0c;\u800c\u662f\u4ece Agent \u7684\u89d2\u5ea6\u62c6\u4e00\u4e0b&#xff1a;<\/p>\n<p>Pi \u5230\u5e95\u662f\u4ec0\u4e48&#xff1f;\u5b83\u4e3a\u4ec0\u4e48\u53ef\u4ee5\u88ab\u770b\u6210\u4e00\u4e2a Agent Harness&#xff1f;<\/p>\n<hr \/>\n<p>\u56fe\u7247\u901f\u770b\u7248&#xff1a;<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261006102509-6ac4cc854e69c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>1. Pi Agent \u5230\u5e95\u662f\u4ec0\u4e48&#xff1f;<\/h3>\n<p>\u53ef\u4ee5\u5148\u628a\u51e0\u4e2a\u5bb9\u6613\u6df7\u7684\u8bcd\u5206\u5f00\u3002<\/p>\n<h4>Pi Agent<\/h4>\n<p>Pi Coding Agent \u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u7ec8\u7aef AI \u7f16\u7a0b Agent \/ Harness\u3002<\/p>\n<p>\u5b83\u81ea\u5df1\u4e0d\u662f\u5927\u6a21\u578b\u3002<\/p>\n<p>\u5b83\u66f4\u50cf\u4e00\u4e2a\u201c\u8fd0\u884c\u73af\u5883\u201d&#xff1a;<\/p>\n<p>\u7528\u6237<br \/>\n \u2193<br \/>\nPi Agent<br \/>\n \u2193<br \/>\nLLM<br \/>\n \u2193<br \/>\nTool<br \/>\n \u251c\u2500 read<br \/>\n \u251c\u2500 edit<br \/>\n \u251c\u2500 write<br \/>\n \u2514\u2500 bash<br \/>\n \u2193<br \/>\n\u6267\u884c\u7ed3\u679c<br \/>\n \u2193<br \/>\n\u7ee7\u7eed\u63a8\u7406<\/p>\n<p>\u4f60\u53ea\u9700\u8981\u5728\u9879\u76ee\u76ee\u5f55\u91cc\u544a\u8bc9\u5b83&#xff1a;<\/p>\n<p>\u201c\u5e2e\u6211\u628a\u767b\u5f55\u6a21\u5757\u6539\u6210 JWT&#xff0c;\u5e76\u8865\u4e0a\u6d4b\u8bd5\u3002\u201d<\/p>\n<p>Agent \u5c31\u53ef\u4ee5\u81ea\u5df1&#xff1a;<\/p>\n<p>\u8bfb\u4ee3\u7801<br \/>\n\u2192 \u7406\u89e3\u7ed3\u6784<br \/>\n\u2192 \u4fee\u6539\u6587\u4ef6<br \/>\n\u2192 \u8fd0\u884c\u6d4b\u8bd5<br \/>\n\u2192 \u53d1\u73b0\u9519\u8bef<br \/>\n\u2192 \u518d\u4fee\u6539<br \/>\n\u2192 \u518d\u6d4b\u8bd5<\/p>\n<p>\u8fd9\u5c31\u662f Coding Agent \u6700\u6838\u5fc3\u7684\u5473\u9053\u3002<\/p>\n<hr \/>\n<h3>2. \u4e3a\u4ec0\u4e48\u8bf4 Pi \u66f4\u50cf Harness&#xff0c;\u800c\u4e0d\u662f\u201c\u5927\u6a21\u578b\u201d&#xff1f;<\/h3>\n<p>\u5f88\u591a\u521a\u5f00\u59cb\u5b66\u4e60 Agent \u7684\u4eba&#xff0c;\u4f1a\u628a&#xff1a;<\/p>\n<p>Claude<br \/>\nGPT<br \/>\nDeepSeek<\/p>\n<p>\u548c&#xff1a;<\/p>\n<p>Pi<br \/>\nClaude Code<br \/>\nCodex<\/p>\n<p>\u653e\u5728\u4e00\u8d77\u6bd4\u8f83\u3002<\/p>\n<p>\u5176\u5b9e\u5b83\u4eec\u4e0d\u662f\u5b8c\u5168\u4e00\u4e2a\u5c42\u9762\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u6210&#xff1a;<\/p>\n<p>\u6a21\u578b &#061; \u5927\u8111<\/p>\n<p>Pi Agent &#061; \u5de5\u4f5c\u53f0 \/ Harness<\/p>\n<p>Tool &#061; \u624b\u91cc\u7684\u5de5\u5177<\/p>\n<p>\u6a21\u578b\u8d1f\u8d23&#xff1a;<\/p>\n<p>\u7406\u89e3<br \/>\n\u63a8\u7406<br \/>\n\u51b3\u7b56<\/p>\n<p>Pi \u8d1f\u8d23\u628a\u8fd9\u4e9b\u51b3\u7b56\u771f\u6b63\u7ec4\u7ec7\u6210&#xff1a;<\/p>\n<p>\u8c03\u7528 Tool<br \/>\n\u83b7\u53d6\u7ed3\u679c<br \/>\n\u66f4\u65b0\u4e0a\u4e0b\u6587<br \/>\n\u7ee7\u7eed\u63a8\u7406<\/p>\n<p>\u6240\u4ee5&#xff1a;<\/p>\n<p>Pi Agent \u672c\u8eab\u4e0d\u662f\u201c\u806a\u660e\u7684\u5927\u8111\u201d&#xff0c;\u800c\u662f\u8ba9\u5927\u8111\u80fd\u591f\u6301\u7eed\u5de5\u4f5c\u7684\u4e00\u5957 Agent Runtime\u3002<\/p>\n<hr \/>\n<h3>3. Pi \u6700\u503c\u5f97\u5b66\u4e60\u7684&#xff0c;\u5176\u5b9e\u662f Agent Loop<\/h3>\n<p>\u5982\u679c\u4f60\u524d\u9762\u5df2\u7ecf\u5b66\u8fc7 Tool Calling&#xff0c;\u5c31\u4f1a\u53d1\u73b0 Pi \u7684\u6838\u5fc3\u903b\u8f91\u5e76\u4e0d\u795e\u79d8\u3002<\/p>\n<p>\u53ef\u4ee5\u62bd\u8c61\u6210&#xff1a;<\/p>\n<p>\u7528\u6237\u4efb\u52a1<br \/>\n   \u2193<br \/>\nLLM \u63a8\u7406<br \/>\n   \u2193<br \/>\n\u662f\u5426\u9700\u8981 Tool&#xff1f;<br \/>\n   \u2193<br \/>\n\u662f<br \/>\n\u2193<br \/>\n\u8c03\u7528 Tool<br \/>\n   \u2193<br \/>\n\u62ff\u5230\u7ed3\u679c<br \/>\n   \u2193<br \/>\n\u628a\u7ed3\u679c\u653e\u56de\u4e0a\u4e0b\u6587<br \/>\n   \u2193<br \/>\nLLM \u518d\u6b21\u63a8\u7406<br \/>\n   \u2193<br \/>\n\u7ee7\u7eed\u2026\u2026<\/p>\n<p>\u76f4\u5230&#xff1a;<\/p>\n<p>LLM \u5224\u65ad\u4efb\u52a1\u5df2\u7ecf\u5b8c\u6210<\/p>\n<p>\u624d\u7ed3\u675f\u3002<\/p>\n<p>\u8fd9\u5c31\u662f&#xff1a;<\/p>\n<p>Agent Loop\u3002<\/p>\n<p>\u4e5f\u53ef\u4ee5\u5199\u6210\u6700\u7ecf\u5178\u7684&#xff1a;<\/p>\n<p>Think<br \/>\n \u2193<br \/>\nAct<br \/>\n \u2193<br \/>\nObserve<br \/>\n \u2193<br \/>\nThink<br \/>\n \u2193<br \/>\nAct<br \/>\n \u2193<br \/>\nObserve<\/p>\n<p>Pi \u7684\u4ef7\u503c\u4e4b\u4e00&#xff0c;\u5c31\u662f\u628a\u8fd9\u4e2a\u8fc7\u7a0b\u505a\u6210\u4e86\u4e00\u4e2a\u771f\u6b63\u80fd\u8dd1\u7684 Coding Agent\u3002<\/p>\n<hr \/>\n<h3>4. \u4e3e\u4e00\u4e2a\u6700\u76f4\u89c2\u7684\u4f8b\u5b50<\/h3>\n<p>\u4f60\u5728\u9879\u76ee\u76ee\u5f55\u6267\u884c&#xff1a;<\/p>\n<p>\u5e2e\u6211\u627e\u5230\u9879\u76ee\u91cc\u6240\u6709 Redis \u4f7f\u7528\u7684\u4f4d\u7f6e&#xff0c;<br \/>\n\u7136\u540e\u68c0\u67e5\u6709\u6ca1\u6709\u660e\u663e\u7684\u8fde\u63a5\u914d\u7f6e\u95ee\u9898\u3002<\/p>\n<p>Agent \u4e0d\u4f1a\u53ea\u8f93\u51fa\u4e00\u6bb5\u5efa\u8bae\u3002<\/p>\n<p>\u5b83\u53ef\u80fd\u4f1a&#xff1a;<\/p>\n<p>1. \u641c\u7d22\u9879\u76ee<br \/>\n2. \u8bfb\u53d6 Redis \u914d\u7f6e<br \/>\n3. \u67e5\u627e Redis Client<br \/>\n4. \u5206\u6790\u8fde\u63a5\u6c60\u8bbe\u7f6e<br \/>\n5. \u6c47\u603b\u95ee\u9898<\/p>\n<p>\u5982\u679c\u53d1\u73b0&#xff1a;<\/p>\n<p>\u914d\u7f6e\u6587\u4ef6<br \/>\n\u2192 \u770b\u8d77\u6765\u6709\u95ee\u9898<\/p>\n<p>\u5b83\u8fd8\u53ef\u4ee5\u7ee7\u7eed\u8c03\u7528\u5de5\u5177\u9a8c\u8bc1\u3002<\/p>\n<p>\u8fd9\u548c\u666e\u901a\u804a\u5929\u6700\u5927\u7684\u533a\u522b\u5c31\u662f&#xff1a;<\/p>\n<p>Agent \u4e0d\u53ea\u662f\u544a\u8bc9\u4f60\u201c\u5e94\u8be5\u600e\u4e48\u67e5\u201d&#xff0c;\u800c\u662f\u81ea\u5df1\u771f\u7684\u53bb\u67e5\u3002<\/p>\n<hr \/>\n<h3>5. Pi \u7684 Tool \u662f\u600e\u4e48\u7406\u89e3\u7684&#xff1f;<\/h3>\n<p>\u53ef\u4ee5\u628a Tool \u770b\u6210 Agent \u7684\u201c\u624b\u201d\u3002<\/p>\n<p>\u6700\u5e38\u89c1\u7684\u52a8\u4f5c\u5c31\u662f&#xff1a;<\/p>\n<p>read   \u2192 \u8bfb\u6587\u4ef6<br \/>\nwrite  \u2192 \u5199\u6587\u4ef6<br \/>\nedit   \u2192 \u4fee\u6539\u6587\u4ef6<br \/>\nbash   \u2192 \u6267\u884c\u547d\u4ee4<\/p>\n<p>\u4f8b\u5982&#xff1a;<\/p>\n<p>\u7528\u6237&#xff1a;<br \/>\n\u201c\u628a\u8fd9\u4e2a Bug \u4fee\u6389\u3002\u201d<\/p>\n<p>Agent&#xff1a;<br \/>\n\u2192 read<br \/>\n\u2192 edit<br \/>\n\u2192 bash<br \/>\n\u2192 read<br \/>\n\u2192 bash<\/p>\n<p>\u6bcf\u4e00\u6b21 Tool \u8c03\u7528&#xff0c;\u90fd\u53ef\u80fd\u6539\u53d8\u4e0b\u4e00\u6b65\u51b3\u7b56\u3002<\/p>\n<p>\u6240\u4ee5\u771f\u6b63\u7684 Agent \u4e0d\u662f&#xff1a;<\/p>\n<p>Prompt<br \/>\n\u2192 Answer<\/p>\n<p>\u800c\u662f&#xff1a;<\/p>\n<p>Prompt<br \/>\n\u2192 Decision<br \/>\n\u2192 Tool<br \/>\n\u2192 Result<br \/>\n\u2192 Decision<br \/>\n\u2192 Tool<br \/>\n\u2192 Result<\/p>\n<hr \/>\n<h3>6. Pi \u4e3a\u4ec0\u4e48\u9002\u5408\u62ff\u6765\u5b66 Agent&#xff1f;<\/h3>\n<p>\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u539f\u56e0\u662f&#xff1a;<\/p>\n<p>\u5b83\u6ca1\u6709\u628a\u6240\u6709\u4e8b\u60c5\u90fd\u5c01\u88c5\u5f97\u7279\u522b\u590d\u6742\u3002<\/p>\n<p>\u5bf9\u4e8e\u521d\u5b66\u8005\u6765\u8bf4&#xff0c;\u8d8a\u590d\u6742\u7684\u6846\u67b6\u8d8a\u5bb9\u6613\u51fa\u73b0\u4e00\u4e2a\u95ee\u9898&#xff1a;<\/p>\n<p>\u201cAPI \u4f1a\u7528\u4e86&#xff0c;\u4f46\u4e0d\u77e5\u9053 Agent \u5230\u5e95\u600e\u4e48\u5de5\u4f5c\u7684\u3002\u201d<\/p>\n<p>\u800c\u6781\u7b80 Agent \u66f4\u9002\u5408\u53cd\u8fc7\u6765\u5b66\u4e60&#xff1a;<\/p>\n<p>Agent Loop<br \/>\nTool Registry<br \/>\nContext<br \/>\nSession<br \/>\nExtension<\/p>\n<p>\u4f60\u751a\u81f3\u53ef\u4ee5\u81ea\u5df1\u624b\u6413\u4e00\u4e2a\u7f29\u5c0f\u7248&#xff1a;<\/p>\n<p><span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    response <span class=\"token operator\">&#061;<\/span> llm<span class=\"token punctuation\">(<\/span>messages<span class=\"token punctuation\">,<\/span> tools<span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> response<span class=\"token punctuation\">.<\/span>tool_calls<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">break<\/span><\/p>\n<p>    <span class=\"token keyword\">for<\/span> call <span class=\"token keyword\">in<\/span> response<span class=\"token punctuation\">.<\/span>tool_calls<span class=\"token punctuation\">:<\/span><br \/>\n        result <span class=\"token operator\">&#061;<\/span> run_tool<span class=\"token punctuation\">(<\/span>call<span class=\"token punctuation\">)<\/span><\/p>\n<p>        messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8fd9\u5341\u51e0\u884c\u4ee3\u7801&#xff0c;\u5b9e\u9645\u4e0a\u5df2\u7ecf\u628a Agent \u7684\u9aa8\u67b6\u8868\u8fbe\u51fa\u6765\u4e86\u3002<\/p>\n<hr \/>\n<h3>7. Pi \u7684\u6269\u5c55\u601d\u8def\u4e5f\u503c\u5f97\u5b66<\/h3>\n<p>Pi \u7684\u8bbe\u8ba1\u5e76\u4e0d\u662f&#xff1a;<\/p>\n<p>\u6838\u5fc3\u4ee3\u7801<br \/>\n&#061;<br \/>\n\u6240\u6709\u529f\u80fd<\/p>\n<p>\u800c\u66f4\u504f\u5411&#xff1a;<\/p>\n<p>Core<br \/>\n&#043;<br \/>\nExtensions<\/p>\n<p>\u6bd4\u5982\u4f60\u53ef\u4ee5\u7ee7\u7eed\u7ed9 Agent \u589e\u52a0&#xff1a;<\/p>\n<p>\u89c6\u89c9\u80fd\u529b<br \/>\n\u7f51\u9875\u8bbf\u95ee<br \/>\n\u66f4\u591a\u5de5\u5177<br \/>\n\u81ea\u5b9a\u4e49\u884c\u4e3a<\/p>\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u975e\u5e38\u50cf\u540e\u7aef\u91cc\u7684&#xff1a;<\/p>\n<p>\u6838\u5fc3\u670d\u52a1<br \/>\n&#043;<br \/>\n\u63d2\u4ef6<\/p>\n<p>\u4e5f\u5f88\u50cf\u6211\u4eec\u524d\u9762\u8bb2\u8fc7\u7684 Hook&#xff1a;<\/p>\n<p>\u6838\u5fc3 Agent \u4e0d\u53d8<br \/>\n\u2193<br \/>\n\u6269\u5c55\u80fd\u529b\u6302\u8fdb\u53bb<\/p>\n<p>\u8fd9\u4e5f\u662f Agent Runtime \u5f88\u91cd\u8981\u7684\u4e00\u4e2a\u8bbe\u8ba1\u601d\u60f3&#xff1a;<\/p>\n<p>\u6838\u5fc3\u5faa\u73af\u5c3d\u91cf\u7b80\u5355&#xff0c;\u80fd\u529b\u901a\u8fc7\u6269\u5c55\u4e0d\u65ad\u589e\u52a0\u3002<\/p>\n<hr \/>\n<h3>8. Pi Proxy \u53c8\u662f\u4ec0\u4e48&#xff1f;<\/h3>\n<p>\u8fd9\u91cc\u518d\u628a\u4e00\u4e2a\u5bb9\u6613\u6df7\u6dc6\u7684\u540d\u5b57\u5206\u5f00\u3002<\/p>\n<p>\u4f8b\u5982\u4e00\u4e9b\u89c6\u89c9\u4ee3\u7406\u6269\u5c55&#xff0c;\u672c\u8d28\u4e0a\u662f&#xff1a;<\/p>\n<p>Pi<br \/>\n \u2193<br \/>\nProxy<br \/>\n \u2193<br \/>\n\u591a\u6a21\u6001\u6a21\u578b<br \/>\n \u2193<br \/>\n\u8fd4\u56de\u89c6\u89c9\u7ed3\u679c<br \/>\n \u2193<br \/>\nPi \u4e0a\u4e0b\u6587<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4&#xff1a;<\/p>\n<p>Proxy \u66f4\u50cf\u201c\u8bf7\u6c42\u8f6c\u53d1\u5c42\u201d\u3002<\/p>\n<p>\u5b83\u4e0d\u662f&#xff1a;<\/p>\n<p>Pi Agent \u672c\u8eab<\/p>\n<p>\u66f4\u4e0d\u662f&#xff1a;<\/p>\n<p>\u5927\u6a21\u578b\u672c\u8eab<\/p>\n<p>\u6240\u4ee5\u4ee5\u540e\u770b\u5230&#xff1a;<\/p>\n<p>Pi Agent<br \/>\nPi Proxy<br \/>\nPi Coding<\/p>\n<p>\u4e0d\u8981\u6df7\u6210\u4e00\u4e2a\u4e1c\u897f\u3002<\/p>\n<hr \/>\n<h3>9. Pi Coding \u53c8\u662f\u4ec0\u4e48&#xff1f;<\/h3>\n<p>\u8fd9\u4e2a\u5c31\u7b80\u5355\u5f88\u591a\u3002<\/p>\n<p>Pi Coding \u5c31\u662f Pi \u7528\u6765\u5b8c\u6210\u7f16\u7801\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/p>\n<p>\u4f8b\u5982&#xff1a;<\/p>\n<p>\u8bfb\u9879\u76ee<br \/>\n\u627e Bug<br \/>\n\u4fee\u6539\u4ee3\u7801<br \/>\n\u6267\u884c\u6d4b\u8bd5<br \/>\n\u8fd0\u884c\u811a\u672c<br \/>\n\u5206\u6790\u65e5\u5fd7<\/p>\n<p>\u5b83\u672c\u8d28\u4e0a\u8fd8\u662f&#xff1a;<\/p>\n<p>Agent Loop<br \/>\n&#043;<br \/>\nTools<br \/>\n&#043;<br \/>\n\u4ee3\u7801\u73af\u5883<\/p>\n<p>\u6240\u4ee5 Pi Coding \u5e76\u4e0d\u662f\u4e00\u79cd\u72ec\u7acb\u7684 AI \u6a21\u578b\u3002<\/p>\n<hr \/>\n<h2>\u6700\u540e<\/h2>\n<p>\u5982\u679c\u73b0\u5728\u8ba9\u6211\u7528\u4e00\u53e5\u8bdd\u89e3\u91ca Pi&#xff1a;<\/p>\n<p>Pi \u662f\u4e00\u4e2a\u6781\u7b80\u7684\u7ec8\u7aef Agent Harness&#xff0c;\u8ba9\u5916\u63a5\u7684\u5927\u6a21\u578b\u80fd\u591f\u901a\u8fc7 Agent Loop \u6301\u7eed\u8c03\u7528\u5de5\u5177&#xff0c;\u5b8c\u6210\u771f\u5b9e\u7684\u7f16\u7801\u4efb\u52a1\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u628a\u5b83\u8bb0\u6210&#xff1a;<\/p>\n<p>LLM<br \/>\n&#061; \u5927\u8111<\/p>\n<p>Pi Agent<br \/>\n&#061; \u5de5\u4f5c\u53f0 \/ Runtime<\/p>\n<p>Tool<br \/>\n&#061; \u624b<\/p>\n<p>Extension \/ Hook<br \/>\n&#061; \u6269\u5c55\u548c\u7ba1\u7406\u673a\u5236<\/p>\n<p>\u8fd9\u6837\u4e00\u6765&#xff0c;\u4f60\u4e4b\u524d\u5b66\u8fc7\u7684\u4e1c\u897f\u5c31\u5f00\u59cb\u8fde\u8d77\u6765\u4e86&#xff1a;<\/p>\n<p>Skill \u2192 \u544a\u8bc9 Agent \u600e\u4e48\u505a<br \/>\nTool \u2192 \u8ba9 Agent \u80fd\u505a<br \/>\nHook \u2192 \u8ba9 Agent \u505a\u4e8b\u65f6\u53ef\u63a7<br \/>\nMemory \u2192 \u8ba9 Agent \u8bb0\u4f4f\u8fc7\u53bb<br \/>\nRAG \u2192 \u7ed9 Agent \u5916\u90e8\u77e5\u8bc6<br \/>\nPlanner \u2192 \u51b3\u5b9a\u4e0b\u4e00\u6b65\u505a\u4ec0\u4e48<br \/>\nMulti-Agent \u2192 \u8ba9\u591a\u4e2a Agent \u534f\u4f5c<br \/>\nPi \u2192 \u628a\u8fd9\u4e9b Agent Runtime \u601d\u8def\u843d\u5230\u771f\u5b9e Coding \u573a\u666f<\/p>\n<p>\u6240\u4ee5\u6211\u89c9\u5f97&#xff0c;Pi \u6700\u5927\u7684\u5b66\u4e60\u4ef7\u503c\u4e0d\u662f\u201c\u5e2e\u4f60\u5199\u4ee3\u7801\u201d&#xff0c;\u800c\u662f\u8ba9\u4f60\u770b\u5230\u4e00\u4e2a\u771f\u6b63\u7684 Agent \u5230\u5e95\u662f\u600e\u4e48\u4ece\u4e00\u8f6e\u5bf9\u8bdd&#xff0c;\u53d8\u6210\u8fde\u7eed\u6267\u884c\u4efb\u52a1\u7684\u3002<\/p>\n<p>\u5982\u679c\u4f60\u6b63\u5728\u5b66 Agent&#xff0c;\u53c8\u6709\u4e00\u70b9\u7f16\u7a0b\u57fa\u7840&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u4ece\u4e00\u4e2a\u6700\u5c0f\u7248 Coding Agent \u5f00\u59cb&#xff1a;<\/p>\n<p>LLM<br \/>\n \u2193<br \/>\nAgent Loop<br \/>\n \u2193<br \/>\nread \/ edit \/ bash<br \/>\n \u2193<br \/>\n\u8fd4\u56de Tool Result<br \/>\n \u2193<br \/>\n\u7ee7\u7eed Loop<\/p>\n<p>\u628a\u8fd9\u4e2a\u8dd1\u901a\u4ee5\u540e&#xff0c;\u518d\u53bb\u770b\u66f4\u590d\u6742\u7684 Agent \u6846\u67b6&#xff0c;\u5f88\u591a\u4e1c\u897f\u5c31\u4e0d\u4f1a\u518d\u662f\u201c\u9ed1\u76d2 API\u201d\u4e86\u3002<\/p>\n<h3>\u6807\u7b7e<\/h3>\n<p>#PiAgent #CodingAgent #AgentHarness #Agent #\u667a\u80fd\u4f53 #AI\u7f16\u7a0b #\u540e\u7aef\u5f00\u53d1 #Agent\u5f00\u53d1<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pi Agent \u662f\u4ec0\u4e48&#xff1f;\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent&#xff1f;\u6700\u8fd1\u5728\u5b66 Agent \u7684\u65f6\u5019&#xff0c;\u6211\u53d1\u73b0\u5f88\u591a\u6846\u67b6\u4e00\u4e0a\u6765\u5c31\u7ed9\u4f60\u585e\u4e00\u5927\u5806\u6982\u5ff5&#xff1a;<br \/>\nPlanner<br \/>\nMemory<br \/>\nTool<br \/>\nWorkflow<br \/>\nMulti-Agent<br \/>\nState\u521a\u5f00\u59cb\u5f88\u5bb9\u6613\u9677\u8fdb\u53bb\u3002<br \/>\n\u540e\u6765\u770b\u5230 Pi Coding Agent&#xff0c;\u53cd\u800c\u89c9\u5f97\u5b83\u5f88\u9002\u5408\u7528\u6765\u7406\u89e3 Agent \u672c\u8eab\u5230\u5e95\u662f\u600e\u4e48\u8dd1\u8d77\u6765\u7684\u3002<br \/>\n\u56e0\u4e3a Pi \u7684\u601d\u8def\u5f88\u7b80\u5355&#xff1a;\u5728\u7ec8\u7aef\u91cc\u7ed9<\/p>\n","protected":false},"author":2,"featured_media":113537,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10848,12920,11653,74,292,2983],"topic":[],"class_list":["post-113539","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-harness","tag-pi-agent","tag-11653","tag-agent","tag-292","tag-2983"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pi Agent \u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent\uff1f - \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\/113539.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pi Agent \u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"Pi Agent \u662f\u4ec0\u4e48&#xff1f;\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u7279\u522b\u9002\u5408\u62ff\u6765\u5b66 Agent&#xff1f;\u6700\u8fd1\u5728\u5b66 Agent \u7684\u65f6\u5019&#xff0c;\u6211\u53d1\u73b0\u5f88\u591a\u6846\u67b6\u4e00\u4e0a\u6765\u5c31\u7ed9\u4f60\u585e\u4e00\u5927\u5806\u6982\u5ff5&#xff1a; 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