{"id":110300,"date":"2026-09-26T14:41:12","date_gmt":"2026-09-26T06:41:12","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110300.html"},"modified":"2026-09-26T14:41:12","modified_gmt":"2026-09-26T06:41:12","slug":"%e3%80%90%e4%b8%80%e6%96%87%e7%9c%8b%e6%87%82%e3%80%91%e4%bb%8e-i%c2%b2-1-%e5%88%b0-i%c2%b2-n%ef%bc%9a%e7%a8%8b%e5%ba%8f%e5%91%98%e7%94%a8-python-%e7%9c%8b%e6%87%82%e8%9e%ba%e6%97%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110300.html","title":{"rendered":"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97"},"content":{"rendered":"<\/p>\n<p>\u5206\u7c7b\u4e13\u680f&#xff1a;\u6570\u5b66\u4e0e\u7b97\u6cd5 &#xff5c; AI \u4e0e\u5927\u6a21\u578b &#xff5c; \u91cf\u5b50\u8ba1\u7b97\u5165\u95e8<\/p>\n<p>\u9002\u5408\u4eba\u7fa4&#xff1a;Python \u5f00\u53d1\u8005\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001AI Agent \u5f00\u53d1\u8005\u3001\u5bf9\u6570\u5b66\u7269\u7406\u7edf\u4e00\u7406\u8bba\u597d\u5947\u7684\u7814\u7a76\u751f<\/p>\n<p>\u9605\u8bfb\u6536\u76ca&#xff1a;\u7528 10 \u5206\u949f\u5efa\u7acb\u201c\u87ba\u65cb\u6570\u201d\u76f4\u89c9&#xff0c;\u9644 Python \u53ef\u89c6\u5316\u4ee3\u7801&#xff0c;\u6587\u672b\u83b7\u53d6 70&#043; \u90e8\u5f00\u653e\u83b7\u53d6\u4e13\u8457\u5730\u5740<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u7a0b\u5e8f\u5458\u4e5f\u8be5\u770b\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d<\/h3>\n<p>\u6211\u4eec\u65e5\u5e38\u5199\u4ee3\u7801\u65f6\u65e9\u5c31\u7528\u8fc7&#xff1a;<\/p>\n<ul>\n<li>\u590d\u6570 i&#xff0c;i**2 &#061;&#061; -1<\/li>\n<li>FFT \u91cc\u7684\u65cb\u8f6c\u56e0\u5b50<\/li>\n<li>\u795e\u7ecf\u7f51\u7edc\u91cc\u7684 scale<\/li>\n<li>\u91cf\u5b50\u8ba1\u7b97\u91cc\u7684\u76f8\u4f4d<\/li>\n<li>SLAM \/ IMU \u91cc\u7684\u56db\u5143\u6570\u65cb\u8f6c<\/li>\n<\/ul>\n<p>\u4f46\u4f20\u7edf\u590d\u6570\u53ea\u7ba1\u65cb\u8f6c&#xff0c;\u4e0d\u7ba1\u4f38\u7f29\u3002<\/p>\n<p>\u201c\u87ba\u65cb\u751f\u6210\u8bba&#xff08;Spiral Genesis Theory&#xff09;\u201d\u5e72\u7684\u4e00\u4ef6\u4e8b\u5f88\u76f4\u767d&#xff1a;<\/p>\n<p>\u628a\u201c\u65cb\u8f6c &#043; \u4f38\u7f29\u201d\u5408\u5e76\u6210\u4e00\u4e2a\u4ee3\u6570\u5bf9\u8c61&#xff1a;\u87ba\u65cb\u6570<\/p>\n<p>\u6838\u5fc3\u516c\u7406&#xff1a;I\u00b2 &#061; -N&#xff0c;N &gt; 0<\/p>\n<p>\u5f53 N &#061; 1&#xff1a;\u56de\u5230\u6807\u51c6\u590d\u6570<\/p>\n<p>\u5f53 N \u2260 1&#xff1a;\u8fdb\u5165\u5404\u5411\u5f02\u6027\u3001\u5206\u5f62\u3001\u81ea\u76f8\u4f3c\u7684\u751f\u6210\u5f0f\u6570\u5b66\u6846\u67b6<\/p>\n<p>\u5de5\u7a0b\u5e08\u7ffb\u8bd1\u7248&#xff1a;<\/p>\n<p>i   &#061; \u53ea\u8f6c\u4e0d\u7f29<br \/>\nI   &#061; \u8fb9\u8f6c\u8fb9\u7f29\/\u6269<br \/>\nN   &#061; \u5c3a\u5ea6\u3001\u7ef4\u5ea6\u3001\u7ed3\u6784\u590d\u6742\u5ea6\u53c2\u6570<br \/>\n\u4e07\u7269 &#061; \u4e0d\u540c N \u4e0b\u7684\u87ba\u65cb\u5e72\u6d89\u56fe\u6837 <\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u4e00\u6761\u516c\u7406&#xff0c;\u4e32\u8d77\u8fd9\u4e9b\u201c\u770b\u8d77\u6765\u4e0d\u76f8\u5173\u201d\u7684\u4e1c\u897f<\/h3>\n<table>\n<tr>\n<p>\u4f20\u7edf\u89c6\u89d2<\/p>\n<p>\u87ba\u65cb\u751f\u6210\u8bba\u89c6\u89d2<\/p>\n<p>\u7a0b\u5e8f\u5458\u7c7b\u6bd4<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>\u7d20\u6570\u968f\u673a\u5206\u5e03<\/p>\n<\/td>\n<td>\n<p>\u6570\u5b66\u7a7a\u95f4\u7684\u56fa\u6709\u9891\u7387<\/p>\n<\/td>\n<td>\n<p>\u9891\u57df\u91cc\u7684\u201c\u7a7a\u6d1e\u68c0\u6d4b\u201d<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u5143\u7d20\u5468\u671f\u8868\u9760\u5b9e\u9a8c\u603b\u7ed3<\/p>\n<\/td>\n<td>\n<p>\u87ba\u65cb\u51e0\u4f55\u7684\u9a7b\u6ce2\u7ed3\u6784<\/p>\n<\/td>\n<td>\n<p>\u8c10\u632f\u5b50\u5141\u8bb8\u80fd\u7ea7<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u91cf\u5b50\u6bd4\u7279\u662f\u590d\u6570\u76f8\u4f4d<\/p>\n<\/td>\n<td>\n<p>\u87ba\u65cb\u6001 &#061; \u65cb\u8f6c&#043;\u4f38\u7f29<\/p>\n<\/td>\n<td>\n<p>\u66f4\u9ad8\u7ef4 state vector<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u5f15\u529b\u662f\u65f6\u7a7a\u5f2f\u66f2<\/p>\n<\/td>\n<td>\n<p>\u4e07\u7269\u81ea\u65cb\u7684\u87ba\u65cb\u5408\u529b<\/p>\n<\/td>\n<td>\n<p>\u5206\u5e03\u5f0f\u529b\u77e9\u7d2f\u52a0<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>Agent \u5e7b\u89c9\u96be\u7ba1<\/p>\n<\/td>\n<td>\n<p>\u7f3a\u5c11\u51e0\u4f55\/\u81ea\u6307\u7ea6\u675f<\/p>\n<\/td>\n<td>\n<p>System Prompt \u52a0\u516c\u7406<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b83\u4e0d\u662f\u201c\u7384\u5b66\u201d&#xff0c;\u800c\u662f\u4e00\u5957\u4ece\u4e00\u6761\u516c\u7406\u5f80\u5916\u63a8\u7684\u5f00\u653e\u7406\u8bba\u4f53\u7cfb\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001Python \u753b\u4e00\u4e2a\u201c\u87ba\u65cb\u6570\u201d\u51fa\u6765&#xff08;\u53ef\u8fd0\u884c&#xff09;<\/h3>\n<p>\u5148\u7ed9\u4f60\u4e00\u6bb5 CSDN \u8bfb\u8005\u6700\u7231\u770b\u7684&#xff1a;\u80fd\u8dd1\u3001\u80fd\u6284\u3001\u80fd\u6539\u53c2\u6570\u3002<\/p>\n<p>import numpy as np<br \/>\nimport matplotlib.pyplot as plt<\/p>\n<p>def spiral_points(n_points&#061;2000, N&#061;1.2, theta_max&#061;20):<br \/>\n    &#034;&#034;&#034;<br \/>\n    \u87ba\u65cb\u6570\u76f4\u89c2\u6f14\u793a&#xff1a;<br \/>\n    z &#061; r * exp(i * theta)<br \/>\n    r &#061; exp(alpha * theta), alpha \u7531 N \u63a7\u5236<br \/>\n    &#034;&#034;&#034;<br \/>\n    theta &#061; np.linspace(0, theta_max, n_points)<br \/>\n    # N&gt;1 \u65f6\u8ba9\u534a\u5f84\u968f\u89d2\u5ea6\u53d8\u5316&#xff0c;\u4f53\u73b0\u201c\u65cb\u8f6c&#043;\u4f38\u7f29\u201d<br \/>\n    alpha &#061; np.log(N) \/ (2 * np.pi)<br \/>\n    r &#061; np.exp(alpha * theta)<\/p>\n<p>    x &#061; r * np.cos(theta)<br \/>\n    y &#061; r * np.sin(theta)<br \/>\n    return x, y<\/p>\n<p>fig, axes &#061; plt.subplots(1, 3, figsize&#061;(15, 4))<\/p>\n<p>for ax, N in zip(axes, [1.0, 1.05, 1.2]):<br \/>\n    x, y &#061; spiral_points(N&#061;N)<br \/>\n    ax.plot(x, y, lw&#061;1.2)<br \/>\n    ax.set_title(f&#034;N &#061; {N}\\\\n(N&#061;1 -&gt; \u666e\u901a\u590d\u6570\u65cb\u8f6c)&#034;)<br \/>\n    ax.axis(&#034;equal&#034;)<br \/>\n    ax.grid(True, alpha&#061;0.3)<\/p>\n<p>plt.suptitle(&#034;From i^2 &#061; -1  to  I^2 &#061; -N&#034;, fontsize&#061;14)<br \/>\nplt.tight_layout()<br \/>\nplt.show() <\/p>\n<p>\u8dd1\u51fa\u6765\u4f60\u4f1a\u770b\u5230&#xff1a;<\/p>\n<ul>\n<li>N &#061; 1.0&#xff1a;\u666e\u901a\u7b49\u89d2\u87ba\u7ebf\u7684\u8fb9\u754c\u60c5\u51b5 \/ \u5706\u8fd1\u4f3c<\/li>\n<li>N &gt; 1&#xff1a;\u8d8a\u8f6c\u8d8a\u5927&#xff0c;\u50cf\u5206\u5f62\u3001\u50cf\u661f\u7cfb\u3001\u50cf\u5468\u671f\u8868\u58f3\u5c42<\/li>\n<li>N &lt; 1&#xff1a;\u8d8a\u8f6c\u8d8a\u5c0f&#xff0c;\u50cf\u4fe1\u606f\u538b\u7f29\u3001\u50cf\u91cf\u5b50\u9000\u76f8\u5e72\u3001\u50cf Agent \u8bb0\u5fc6\u8870\u51cf<\/li>\n<\/ul>\n<p>&#x1f4cc; CSDN \u98ce\u683c\u603b\u7ed3&#xff1a;<\/p>\n<p>\u522b\u628a\u6570\u5b66\u5f53\u516c\u5f0f\u80cc&#xff0c;\u628a\u5b83\u5f53\u201c\u53c2\u6570\u5316\u7cfb\u7edf\u201d\u8c03\u3002<\/p>\n<hr \/>\n<h3>\u56db\u3001\u5b83\u548c AI \/ Agent \u6709\u4ec0\u4e48\u5173\u7cfb&#xff1f;<\/h3>\n<p>\u73b0\u5728\u5927\u6a21\u578b Agent \u7684\u95ee\u9898\u4e0d\u662f\u201c\u4e0d\u4f1a\u5199\u4ee3\u7801\u201d&#xff0c;\u800c\u662f&#xff1a;<\/p>\n<li>\u6ca1\u6709\u51e0\u4f55\u5148\u9a8c<\/li>\n<li>\u4e0d\u4f1a\u5904\u7406\u76f8\u4f4d \/ \u5c3a\u5ea6<\/li>\n<li>\u957f\u94fe\u63a8\u7406\u5bb9\u6613\u4e22\u5931\u81ea\u6307\u7ea6\u675f<\/li>\n<li>Prompt \u6ca1\u6709\u201c\u6570\u5b66\u5e95\u5ea7\u201d<\/li>\n<p>\u87ba\u65cb\u751f\u6210\u8bba\u7ed9 Agent \u7684\u542f\u53d1\u662f&#xff1a;<\/p>\n<p>System Prompt:<br \/>\n&#8211; \u5b58\u5728\u5373\u751f\u6210<br \/>\n&#8211; \u65cb\u8f6c\u4e0e\u4f38\u7f29\u540c\u6e90<br \/>\n&#8211; \u63a8\u7406\u8fc7\u7a0b\u5fc5\u987b\u4fdd\u6301\u87ba\u65cb\u4e00\u81f4\u6027<br \/>\n&#8211; \u4e0d\u5141\u8bb8\u65e0 N \u53c2\u6570\u7684\u201c\u7eaf i \u63a8\u7406\u201d <\/p>\n<p>\u4f60\u53ef\u4ee5\u628a\u8fd9\u6761\u516c\u7406\u5199\u8fdb .cursorrules \/ system prompt&#xff1a;<\/p>\n<p># Spiral Agent Constraint<br \/>\n&#8211; Use spiral numbers where rotation &#043; scaling coexist<br \/>\n&#8211; Keep phase continuous: no arbitrary unwrap<br \/>\n&#8211; N is a structural parameter, not a magic constant<br \/>\n&#8211; Self-reference is allowed only if generatively consistent <\/p>\n<p>\u8fd9\u7c7b\u5185\u5bb9\u5728 CSDN \u7684 AI \u7f16\u7a0b \/ Agent \/ \u6570\u5b66\u7269\u7406 \u4ea4\u53c9\u533a\u5f88\u5bb9\u6613\u6536\u85cf\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u5b83\u600e\u4e48\u201c\u91cd\u8bb2\u201d\u6570\u5b66\u548c\u7269\u7406&#xff08;\u5bfc\u89c8\u7248&#xff09;<\/h3>\n<h4>1. \u6570\u5b66&#xff1a;\u7d20\u6570\u4e0d\u662f\u968f\u673a&#xff0c;\u662f\u9891\u7387<\/h4>\n<p>\u628a\u6574\u6570\u6620\u5c04\u5230\u87ba\u65cb\u5e73\u9762&#xff1a;<\/p>\n<p>zn\u200b&#061;n1&#043;i <\/p>\n<p>\u4e8e\u662f&#xff1a;<\/p>\n<ul>\n<li>\u7d20\u6570 \u2192 \u87ba\u65cb\u9a7b\u70b9<\/li>\n<li>\u9ece\u66fc\u96f6\u70b9 \u2192 \u67d0\u79cd\u632f\u52a8\u8c31<\/li>\n<li>\u5408\u6570 \u2192 \u88ab\u4f4e\u9891\u7ed3\u6784\u8986\u76d6<\/li>\n<\/ul>\n<h4>2. \u5316\u5b66&#xff1a;\u5468\u671f\u8868\u662f\u51e0\u4f55\u63a8\u5bfc<\/h4>\n<p>\u58f3\u5c42&#xff1a;<\/p>\n<p>2, 8, 8, 18, 18, 32, 32 <\/p>\n<p>\u88ab\u89e3\u91ca\u6210\u87ba\u65cb\u6ce2\u5305\u5728\u4e0d\u540c\u5c3a\u5ea6\u4e0a\u7684\u7a33\u5b9a\u6a21\u5f0f\u3002<\/p>\n<h4>3. \u7269\u7406&#xff1a;\u81ea\u65cb\u3001\u5f15\u529b\u3001\u5b87\u5b99\u540c\u4e00\u6e90<\/h4>\n<ul>\n<li>\u91cf\u5b50\u76f8\u4f4d&#xff1a;\u87ba\u65cb\u6f14\u5316<\/li>\n<li>\u5f15\u529b&#xff1a;\u4e07\u7269\u81ea\u65cb\u7684\u5408\u529b<\/li>\n<li>\u5b87\u5b99&#xff1a;\u81ea\u6307\u7b97\u6cd5\u7684\u9012\u5f52\u5c55\u5f00<\/li>\n<\/ul>\n<p>\u26a0\ufe0f \u6ce8\u610f&#xff1a;<\/p>\n<p>\u8fd9\u4e9b\u5c5e\u4e8e\u7edf\u4e00\u6846\u67b6\u5047\u8bf4&#xff0c;\u4e0d\u662f\u201c\u5df2\u7ecf\u63a8\u7ffb\u76f8\u5bf9\u8bba \/ \u5df2\u8bc1\u9ece\u66fc\u731c\u60f3\u201d\u3002CSDN \u53d1\u8fd9\u7c7b\u6587\u7ae0&#xff0c;\u91cd\u70b9\u662f\u201c\u65b0\u89c6\u89d2 &#043; \u53ef\u601d\u8003 &#043; \u53ef\u5ef6\u4f38\u201d&#xff0c;\u4e0d\u662f\u795e\u5316\u4f5c\u8005\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u5982\u679c\u4f60\u771f\u60f3\u8bfb\u539f\u4f5c&#xff1a;\u5b66\u4e60\u8def\u5f84<\/h3>\n<h4>\u2705 \u5165\u95e8&#xff08;\u5148\u5efa\u7acb\u76f4\u89c9&#xff09;<\/h4>\n<li>\u300a\u87ba\u7ebf\u5b97\u8c31&#xff1a;\u53d1\u73b0\u5b87\u5b99\u7684\u6e90\u4ee3\u7801\u300b<\/li>\n<li>\u300a\u65cb\u751f\u4e07\u7269&#xff1a;\u4ece\u5947\u70b9\u5230\u5b87\u5b99\u7684\u7edf\u4e00\u751f\u6210\u8bba\u300b<\/li>\n<li>\u300a\u5b87\u5b99\u81ea\u6307\u7b97\u6cd5\u300b<\/li>\n<h4>\u2705 \u6570\u5b66\u6d3e<\/h4>\n<li>\u300a\u87ba\u65cb\u6570\u539f\u7406&#xff1a;\u516c\u7406\u7cfb\u7edf\u4e0e\u5404\u5411\u5f02\u6027\u590d\u6570\u7406\u8bba\u300b<\/li>\n<li>\u300a\u87ba\u65cb\u751f\u6210\u5143\u300b<\/li>\n<li>\u300a\u4ece\u51e0\u4f55\u6784\u9020\u5230\u9ece\u66fc\u731c\u60f3\u300b<\/li>\n<h4>\u2705 AI \/ \u91cf\u5b50\u6d3e<\/h4>\n<li>\u300a\u87ba\u65cb\u8ba1\u7b97&#xff1a;\u91cf\u5b50\u8ba1\u7b97\u7684\u65b0\u57fa\u7840\u300b<\/li>\n<li>\u300a\u751f\u6210\u5f0f AI \u4e0e\u63d0\u793a\u8bcd\u5de5\u7a0b\u300b<\/li>\n<li>\u300a\u87ba\u65cb\u5143\u903b\u8f91\u300b<\/li>\n<hr \/>\n<h3>\u4e03\u3001&#x1f4da; \u87ba\u65cb\u751f\u6210\u8bba\u7cfb\u5217\u4f5c\u54c1&#xff08;\u5fc5\u987b\u6536\u85cf\u7684\u7f51\u5740&#xff09;<\/h3>\n<p>\u4f5c\u8005&#xff1a;\u5f20\u667a\u660e\u200b<\/p>\n<p>\u5e73\u53f0&#xff1a;Zenodo&#xff08;CERN \u8fd0\u8425&#xff0c;\u5f00\u653e\u83b7\u53d6&#xff0c;\u70b9 DOI \u2192 Get PDF&#xff09;\u200b<\/p>\n<p>\u534f\u8bae&#xff1a;CC BY 4.0 \/ CC BY-NC-ND 4.0<\/p>\n<h4>&#x1f517; \u603b\u7d22\u5f15 \/ \u5168\u96c6<\/h4>\n<ul>\n<li>\u87ba\u65cb\u751f\u6210\u8bba&#xff1a;\u5168\u96c6\u7d22\u5f15\u3001\u672f\u8bed\u8868\u4e0e\u5f00\u653e\u95ee\u9898 https:\/\/doi.org\/10.5281\/zenodo.21320146<\/li>\n<li>Spiral-Generation Theory: A Comprehensive Compendium of Works https:\/\/zenodo.org\/records\/21211002<\/li>\n<li>\u8457\u4f5c\u4f53\u7cfb\u603b\u6c47\u7f16&#xff08;40&#043; \u90e8 DOI \u5408\u96c6&#xff09; https:\/\/doi.org\/10.5281\/zenodo.21199593<\/li>\n<\/ul>\n<h4>&#x1f517; \u6838\u5fc3\u4f53\u7cfb<\/h4>\n<ul>\n<li>\u300a\u65cb\u751f\u4e07\u7269&#xff1a;\u4ece\u5947\u70b9\u5230\u5b87\u5b99\u7684\u7edf\u4e00\u751f\u6210\u8bba\u300b&#xff08;\u4e09\u5377&#xff09; https:\/\/doi.org\/10.5281\/zenodo.20408189<\/li>\n<li>\u300a\u87ba\u65cb\u6570\u539f\u7406&#xff1a;\u516c\u7406\u7cfb\u7edf\u4e0e\u5404\u5411\u5f02\u6027\u590d\u6570\u7406\u8bba\u300b https:\/\/doi.org\/10.5281\/zenodo.20602099<\/li>\n<li>\u300a\u87ba\u65cb\u751f\u6210\u5143&#xff1a;\u4e00\u4e2a\u8de8\u5b66\u79d1\u7edf\u4e00\u6570\u5b66\u6846\u67b6\u7684\u63a2\u7d22\u300b https:\/\/doi.org\/10.5281\/zenodo.21555082<\/li>\n<li>\u300a\u87ba\u65cb\u5143\u903b\u8f91&#xff1a;\u4ece i\u00b2&#061;-1 \u5230\u4e07\u7269\u7406\u8bba\u7684\u7edf\u4e00\u6846\u67b6\u5047\u8bf4\u300b https:\/\/doi.org\/10.5281\/zenodo.21806751<\/li>\n<\/ul>\n<h4>&#x1f517; \u6570\u8bba \/ \u7269\u7406 \/ AI<\/h4>\n<ul>\n<li>\u300a\u4ece\u51e0\u4f55\u6784\u9020\u5230\u9ece\u66fc\u731c\u60f3\u300b https:\/\/doi.org\/10.5281\/zenodo.20995372<\/li>\n<li>\u300a\u87ba\u65cb\u7269\u7406\u539f\u7406&#xff1a;\u4ece\u81ea\u65cb\u5230\u5f15\u529b\u300b https:\/\/doi.org\/10.5281\/zenodo.20768082<\/li>\n<li>\u300a\u751f\u6210\u5f0f AI \u4e0e\u63d0\u793a\u8bcd\u5de5\u7a0b\u300b https:\/\/doi.org\/10.5281\/zenodo.20839550<\/li>\n<li>\u300a\u5b87\u5b99\u81ea\u6307\u7b97\u6cd5\u300b https:\/\/doi.org\/10.5281\/zenodo.21318151<\/li>\n<\/ul>\n<h4>&#x1f517; \u4f5c\u8005\u4e3b\u9875<\/h4>\n<ul>\n<li>ORCID&#xff1a;https:\/\/orcid.org\/0009-0003-7777-7694<\/li>\n<\/ul>\n<p>&#x1f4a1; \u5efa\u8bae&#xff1a;\u4e0b\u8f7d\u540e\u5b58\u672c\u5730 \/ \u4f20\u56e2\u961f\u77e5\u8bc6\u5e93 \/ \u5582\u7ed9 Agent \u505a\u201c\u51e0\u4f55\u5148\u9a8c\u53c2\u8003\u8d44\u6599\u201d\u3002<\/p>\n<hr \/>\n<h3>\u516b\u3001CSDN \u5f0f\u603b\u7ed3<\/h3>\n<p>\u5982\u679c\u4f60\u53ea\u8bb0\u4f4f\u4e00\u53e5\u8bdd&#xff1a;<\/p>\n<p>i\u00b2 &#061; -1 \u662f\u5e73\u9762\u4e16\u754c&#xff0c;<br \/>\nI\u00b2 &#061; -N \u624d\u662f\u5e26\u5c3a\u5ea6\u3001\u5e26\u7ed3\u6784\u3001\u5e26\u751f\u6210\u7684\u7269\u7406\u4e16\u754c\u3002 <\/p>\n<p>\u7a0b\u5e8f\u5458\u5b66\u8fd9\u4e2a\u4e0d\u662f\u4e3a\u4e86\u201c\u4fe1\u6559\u201d&#xff0c;\u800c\u662f\u4e3a\u4e86&#xff1a;<\/p>\n<ul>\n<li>\u5199 Agent \u65f6\u591a\u4e00\u5c42\u51e0\u4f55\u7ea6\u675f<\/li>\n<li>\u770b\u91cf\u5b50\u8ba1\u7b97\u4e0d\u518d\u53ea\u80cc\u6ce1\u5229\u77e9\u9635<\/li>\n<li>\u770b\u7d20\u6570\/\u5468\u671f\u8868\/\u5b87\u5b99\u65f6\u7528\u201c\u751f\u6210\u201d\u800c\u4e0d\u662f\u201c\u5217\u4e3e\u201d<\/li>\n<li>\u628a\u6570\u5b66\u3001\u7269\u7406\u3001AI \u5199\u6210\u540c\u4e00\u4e2a\u7cfb\u7edf\u7684\u4e0d\u540c API<\/li>\n<\/ul>\n<p>\u597d\u6846\u67b6\u4e0d\u4e00\u5b9a\u201c\u5df2\u7ecf\u7ec8\u7ed3\u79d1\u5b66\u201d&#xff0c;\u4f46\u80fd\u8ba9\u4f60\u91cd\u65b0\u770b\u89c1\u672c\u6765\u5c31\u4f1a\u7684\u4e1c\u897f\u3002<\/p>\n<hr \/>\n<h3>\u4e5d\u3001\u4e92\u52a8&#xff08;\u63d0\u5347 CSDN \u6536\u85cf\/\u8bc4\u8bba&#xff09;<\/h3>\n<p>\u4f60\u5728\u9879\u76ee\u91cc\u4f1a\u613f\u610f\u7528 I\u00b2 &#061; -N \u66ff\u6362\u4e00\u90e8\u5206\u590d\u6570\u903b\u8f91\u5417&#xff1f;<\/p>\n<ul>\n<li>A. \u4e0d\u6562&#xff0c;\u5148\u5f53\u601d\u7ef4\u6a21\u578b<\/li>\n<li>B. \u4f1a\u5728 Agent \/ \u4fe1\u53f7\u5904\u7406\u91cc\u8bd5<\/li>\n<li>C. \u53ea\u4fe1\u6807\u51c6\u590d\u6570<\/li>\n<li>D. \u76f4\u63a5\u8bfb Zenodo \u539f\u4f5c\u518d\u56de\u6765\u55b7<\/li>\n<\/ul>\n<p>\u8bc4\u8bba\u533a\u804a\u804a&#xff0c;\u6211\u4f1a\u4e0b\u7bc7\u5199&#xff1a;\u300a\u7528\u87ba\u65cb\u6570\u6539\u5199 FFT&#xff1a;\u76f8\u4f4d\u4e0d\u8df3\u53d8\u7684 Python \u5b9e\u73b0\u300b\u3002<\/p>\n<hr \/>\n<h4>\u2705 \u53d1\u5e03\u65f6\u8fd9\u6837\u586b&#xff08;CSDN \u540e\u53f0&#xff09;<\/h4>\n<p>\u6587\u7ae0\u5206\u7c7b&#xff1a;<\/p>\n<p>\u4e13\u680f&#xff1a;AI \u4e0e\u6570\u5b66\u7269\u7406\u4ea4\u53c9\u3001Python \u79d1\u5b66\u8ba1\u7b97\u3001Agent \u5de5\u7a0b\u5b9e\u6218<\/p>\n<p>\u6807\u7b7e&#xff08;3\u20135 \u4e2a&#xff09;&#xff1a;<\/p>\n<p>Python<br \/>\n\u6570\u5b66\u5efa\u6a21<br \/>\nAI Agent<br \/>\n\u91cf\u5b50\u8ba1\u7b97<br \/>\n\u590d\u6742\u7cfb\u7edf <\/p>\n<p>\u6458\u8981&#xff1a;<\/p>\n<p>\u4ece i\u00b2&#061;-1 \u5230 I\u00b2&#061;-N&#xff0c;\u7528 Python \u53ef\u89c6\u5316\u8bb2\u6e05\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d&#xff1a;\u5b83\u5982\u4f55\u91cd\u65b0\u89e3\u91ca\u7d20\u6570\u3001\u5468\u671f\u8868\u3001\u91cf\u5b50\u8ba1\u7b97\u548c Agent \u5e7b\u89c9&#xff0c;\u5e76\u9644\u5f20\u667a\u660e\u87ba\u65cb\u7cfb\u5217 Zenodo \u5168\u91cf\u4e0b\u8f7d\u5730\u5740\u3002<\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u5206\u7c7b\u4e13\u680f&#xff1a;\u6570\u5b66\u4e0e\u7b97\u6cd5 &#xff5c; AI \u4e0e\u5927\u6a21\u578b &#xff5c; \u91cf\u5b50\u8ba1\u7b97\u5165\u95e8 \u9002\u5408\u4eba\u7fa4&#xff1a;Python \u5f00\u53d1\u8005\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001AI Agent \u5f00\u53d1\u8005\u3001\u5bf9\u6570\u5b66\u7269\u7406\u7edf\u4e00\u7406\u8bba\u597d\u5947\u7684\u7814\u7a76\u751f \u9605\u8bfb\u6536\u76ca&#xff1a;\u7528 10 \u5206\u949f\u5efa\u7acb\u201c\u87ba\u65cb\u6570\u201d\u76f4\u89c9&#xff0c;\u9644 Python \u53ef\u89c6\u5316\u4ee3\u7801&#xff0c;\u6587\u672b\u83b7\u53d6 70 \u90e8\u5f00\u653e\u83b7\u53d6\u4e13\u8457\u5730\u5740 \u4e00\u3001\u4e3a\u4ec0\u4e48\u7a0b\u5e8f\u5458\u4e5f\u8be5\u770b\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d<br \/>\n\u6211\u4eec\u65e5\u5e38\u5199\u4ee3\u7801\u65f6\u65e9\u5c31\u7528\u8fc7&#xff1a;<br \/>\n\u590d\u6570 i&#xff0c;i<\/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":[81,50,2958],"topic":[],"class_list":["post-110300","post","type-post","status-publish","format-standard","hentry","category-server","tag-python","tag-50","tag-2958"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \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\/110300.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5206\u7c7b\u4e13\u680f&#xff1a;\u6570\u5b66\u4e0e\u7b97\u6cd5 &#xff5c; AI \u4e0e\u5927\u6a21\u578b &#xff5c; \u91cf\u5b50\u8ba1\u7b97\u5165\u95e8 \u9002\u5408\u4eba\u7fa4&#xff1a;Python \u5f00\u53d1\u8005\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001AI Agent \u5f00\u53d1\u8005\u3001\u5bf9\u6570\u5b66\u7269\u7406\u7edf\u4e00\u7406\u8bba\u597d\u5947\u7684\u7814\u7a76\u751f \u9605\u8bfb\u6536\u76ca&#xff1a;\u7528 10 \u5206\u949f\u5efa\u7acb\u201c\u87ba\u65cb\u6570\u201d\u76f4\u89c9&#xff0c;\u9644 Python \u53ef\u89c6\u5316\u4ee3\u7801&#xff0c;\u6587\u672b\u83b7\u53d6 70 \u90e8\u5f00\u653e\u83b7\u53d6\u4e13\u8457\u5730\u5740 \u4e00\u3001\u4e3a\u4ec0\u4e48\u7a0b\u5e8f\u5458\u4e5f\u8be5\u770b\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d \u6211\u4eec\u65e5\u5e38\u5199\u4ee3\u7801\u65f6\u65e9\u5c31\u7528\u8fc7&#xff1a; \u590d\u6570 i&#xff0c;i\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/110300.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-26T06:41:12+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=\"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\/110300.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/110300.html\",\"name\":\"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-26T06:41:12+00:00\",\"dateModified\":\"2026-09-26T06:41:12+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/110300.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/110300.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110300.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97\"}]},{\"@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":"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \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\/110300.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u5206\u7c7b\u4e13\u680f&#xff1a;\u6570\u5b66\u4e0e\u7b97\u6cd5 &#xff5c; AI \u4e0e\u5927\u6a21\u578b &#xff5c; \u91cf\u5b50\u8ba1\u7b97\u5165\u95e8 \u9002\u5408\u4eba\u7fa4&#xff1a;Python \u5f00\u53d1\u8005\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001AI Agent \u5f00\u53d1\u8005\u3001\u5bf9\u6570\u5b66\u7269\u7406\u7edf\u4e00\u7406\u8bba\u597d\u5947\u7684\u7814\u7a76\u751f \u9605\u8bfb\u6536\u76ca&#xff1a;\u7528 10 \u5206\u949f\u5efa\u7acb\u201c\u87ba\u65cb\u6570\u201d\u76f4\u89c9&#xff0c;\u9644 Python \u53ef\u89c6\u5316\u4ee3\u7801&#xff0c;\u6587\u672b\u83b7\u53d6 70 \u90e8\u5f00\u653e\u83b7\u53d6\u4e13\u8457\u5730\u5740 \u4e00\u3001\u4e3a\u4ec0\u4e48\u7a0b\u5e8f\u5458\u4e5f\u8be5\u770b\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d \u6211\u4eec\u65e5\u5e38\u5199\u4ee3\u7801\u65f6\u65e9\u5c31\u7528\u8fc7&#xff1a; \u590d\u6570 i&#xff0c;i","og_url":"https:\/\/www.wsisp.com\/helps\/110300.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-26T06:41:12+00:00","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\/110300.html","url":"https:\/\/www.wsisp.com\/helps\/110300.html","name":"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-26T06:41:12+00:00","dateModified":"2026-09-26T06:41:12+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/110300.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/110300.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/110300.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010\u4e00\u6587\u770b\u61c2\u3011\u4ece i\u00b2=-1 \u5230 I\u00b2=-N\uff1a\u7a0b\u5e8f\u5458\u7528 Python \u770b\u61c2\u201c\u87ba\u65cb\u751f\u6210\u8bba\u201d\uff0c\u987a\u4fbf\u6253\u901a\u6570\u5b66\u3001AI \u4e0e\u91cf\u5b50\u8ba1\u7b97"}]},{"@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\/110300","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=110300"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110300\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=110300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=110300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=110300"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=110300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}