{"id":2039,"date":"2026-07-28T05:57:48","date_gmt":"2026-07-28T05:57:48","guid":{"rendered":"https:\/\/www.vpascode.com\/in\/docs\/uncategorized\/toon-visualizer-guide\/"},"modified":"2026-07-28T05:57:48","modified_gmt":"2026-07-28T05:57:48","slug":"toon-visualizer-guide","status":"publish","type":"ld_docs","link":"https:\/\/www.vpascode.com\/in\/docs\/vpascode-docs\/toon-visualizer-guide\/","title":{"rendered":"\u091f\u0942\u0928"},"content":{"rendered":"<p>\u091c\u092c \u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 (LLMs) \u092f\u093e \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u0938\u0902\u0926\u0930\u094d\u092d \u092a\u0948\u0915\u0947\u091f\u094d\u0938 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u092d\u0947\u091c\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0924\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 JSON \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u092e\u0947\u0902 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0909\u0926\u094d\u0927\u0930\u0923 \u091a\u093f\u0939\u094d\u0928, \u0915\u094b\u0937\u094d\u0920\u0915 \u0914\u0930 \u092c\u093e\u0930-\u092c\u093e\u0930 \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0940\u091c\u093c \u0915\u0947 \u0915\u093e\u0930\u0923 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0913\u0935\u0930\u0939\u0947\u0921 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0926<strong>\u091f\u0942\u0928 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0930<\/strong>\u091f\u094b\u0915\u0928-\u0913\u0930\u093f\u090f\u0902\u091f\u0947\u0921 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0928\u094b\u091f\u0947\u0936\u0928 (\u091f\u0942\u0928) \u0915\u094b \u0938\u093e\u092b, \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u091f\u094d\u0930\u0940-\u0938\u094d\u091f\u094d\u0930\u0915\u094d\u091a\u0930\u094d\u0921 \u0928\u094b\u0921 \u0917\u094d\u0930\u093e\u092b \u092e\u0947\u0902 \u092c\u0926\u0932\u0924\u093e \u0939\u0948\u0964 \u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0936\u0928-\u0906\u0927\u093e\u0930\u093f\u0924 \u0928\u0947\u0938\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 CSV-\u0936\u0948\u0932\u0940 \u0915\u0947 \u091f\u0947\u092c\u0932\u093e\u0930 \u0910\u0930\u0947 \u0918\u094b\u0937\u0928\u093e\u0913\u0902 \u0915\u094b \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u091f\u094d\u0930\u0940 \u092e\u0947\u0902 \u092c\u0926\u0932\u0915\u0930, \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0914\u0930 \u092a\u094d\u0930\u0949\u092e\u094d\u092a\u094d\u091f \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u094d\u0938 \u091f\u094b\u0915\u0928-\u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u092a\u0947\u0932\u094b\u0921\u094d\u0938 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u092c\u093f\u0928\u093e \u0921\u0947\u091f\u093e \u0938\u094d\u092a\u0937\u094d\u091f\u0924\u093e \u0915\u0947 \u0928\u0941\u0915\u0938\u093e\u0928 \u0915\u0947\u0964<\/p>\n<h2>\u091f\u0942\u0928 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0915\u0947 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u0939\u0932\u0942<\/h2>\n<p>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902, \u091f\u0942\u0928 \u0930\u0947\u0902\u0921\u0930\u093f\u0902\u0917 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u092a\u0947\u0938-\u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0921 \u092b\u0940\u0932\u094d\u0921\u094d\u0938, \u092a\u094d\u0930\u093e\u0907\u092e\u093f\u091f\u093f\u0935 \u092e\u093e\u0928 \u0914\u0930 \u0910\u0930\u0947 \u0932\u0902\u092c\u093e\u0908\/\u0938\u094d\u0915\u0940\u092e\u093e \u0939\u0947\u0921\u0930\u094d\u0938 \u0915\u094b \u0938\u0902\u0930\u091a\u093f\u0924 \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u091f\u094d\u0930\u0940 \u092e\u0947\u0902 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0915\u0940\u091c\u093c \u092e\u093e\u0924\u0943\u0915\u093e \u0928\u094b\u0921\u094d\u0938 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091f\u0948\u092c \u092f\u093e \u0938\u094d\u092a\u0947\u0938 \u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0936\u0928 \u091f\u094d\u0930\u0940 \u0939\u093e\u092f\u0930\u093e\u0930\u094d\u0915\u0940 \u0915\u094b \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0938\u094d\u092a\u0937\u094d\u091f \u0910\u0930\u0947 \u0918\u094b\u0937\u0928\u093e\u090f\u0902 \u0938\u0940\u0927\u0947 \u0938\u094d\u092a\u0937\u094d\u091f \u092c\u091a\u094d\u091a\u0947 \u0915\u0947 \u0936\u093e\u0916\u093e\u0913\u0902 \u092f\u093e \u091f\u0947\u092c\u0932\u093e\u0930 \u0921\u0947\u091f\u093e \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<h3>1. \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u0947\u091f\u0905\u092a<\/h3>\n<p>\u090f\u0915 \u092e\u093e\u0928\u0915 \u091f\u0942\u0928 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0915\u094b \u0926\u0947\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0909\u0926\u094d\u0927\u0930\u0923 \u091a\u093f\u0939\u094d\u0928, \u0915\u094b\u0937\u094d\u0920\u0915 \u092f\u093e \u0905\u0902\u0924\u093f\u092e \u0915\u094b\u092e\u093e \u0915\u0947 \u092c\u093f\u0928\u093e YAML-\u091c\u0948\u0938\u0947 \u0915\u0940-\u0935\u0948\u0932\u094d\u092f\u0942 \u091c\u094b\u0921\u093c\u0947 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092b\u0940\u0932\u094d\u0921\u094d\u0938 \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">\u091f\u0942\u0928<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNodykEKAyEMheF9IHfIAaaDLV0MXqV0IRJQRozEjL1+dTaP98HfWUeO7ClclrhajsGy1EdoGWGw9glPz\/29O4QQLY\/Zml6MgFDZfqKnRyBqoubpcIdbStKnisRQ1r0DFZMopX9eX0\/JrG1r+h\/mJyo3\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">Toon<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNpVjj0KwkAQhfvA3mEPoCGKRdiriL2lYA4gFv4gYpXGJkXeglhoEITY6FXeUdyZZAWbYfm+N\/OWaOm3xJN4O0tc6Y9EQ9wCIGr6FVEqqYfESRMBbYidSRi2sZYpW33M2VE6SbPelvHgh7hLQ2Bnk4i9aHOl5U13wZnEdr84RFY5m2d51omXijYK4qGglMe\/\/B3SdhFVH\/X7kJ6OZ87Oi2IxkLH8AnwenoQ=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-toon\"><code class=\"language-toon\" data-language=\"toon\" class=\"language-toon\">\u0938\u0947\u0935\u093e: \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0930\u0923-\u090f\u092a\u0940\u0906\u0908\r\n\u0938\u0902\u0938\u094d\u0915\u0930\u0923: 1.4.0\r\n\u0938\u0915\u094d\u0930\u093f\u092f: \u0938\u091a\r\n\r\n\u0928\u0947\u091f\u0935\u0930\u094d\u0915:\r\n  \u092a\u094b\u0930\u094d\u091f: 8080\r\n  \u0939\u094b\u0938\u094d\u091f: \u0932\u094b\u0915\u0932\u0939\u094b\u0938\u094d\u091f\r\n  \u092a\u094d\u0930\u094b\u091f\u094b\u0915\u0949\u0932[2]: http,https<\/code><\/pre>                <\/div>\r\n                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNpVjj0KwkAQhfvA3mEPoCGKRdiriL2lYA4gFv4gYpXGJkXeglhoEITY6FXeUdyZZAWbYfm+N\/OWaOm3xJN4O0tc6Y9EQ9wCIGr6FVEqqYfESRMBbYidSRi2sZYpW33M2VE6SbPelvHgh7hLQ2Bnk4i9aHOl5U13wZnEdr84RFY5m2d51omXijYK4qGglMe\/\/B3SdhFVH\/X7kJ6OZ87Oi2IxkLH8AnwenoQ=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNodykEKAyEMheF9IHfIAaaDLV0MXqV0IRJQRozEjL1+dTaP98HfWUeO7ClclrhajsGy1EdoGWGw9glPz\/29O4QQLY\/Zml6MgFDZfqKnRyBqoubpcIdbStKnisRQ1r0DFZMopX9eX0\/JrG1r+h\/mJyo3\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"PsvwpYY\"><img fetchpriority=\"high\" alt=\"\" class=\"alignnone size-full wp-image-1441\" decoding=\"async\" fetchpriority=\"high\" height=\"168\" sizes=\"(max-width: 941px) 100vw, 941px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684550f2e0b.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684550f2e0b.png 941w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684550f2e0b-300x54.png 300w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684550f2e0b-768x137.png 768w\" width=\"941\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>\u0909\u0928\u094d\u0928\u0924 \u0938\u0902\u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915 \u0924\u0915\u0928\u0940\u0915\u0947\u0902<\/h2>\n<p>\u091f\u0942\u0928 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u091f\u0947\u092c\u0932\u093e\u0930 \u0910\u0930\u0947 \u0915\u094b \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092c\u0939\u0941\u0924 \u0905\u091a\u094d\u091b\u0947 \u0939\u0948\u0902, \u091c\u094b CSV-\u091c\u0948\u0938\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u0938\u094d\u092a\u0937\u094d\u091f \u0938\u094d\u0915\u0940\u092e\u093e \u0939\u0947\u0921\u0930\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u092e\u093f\u0932\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>1. \u0938\u092e\u093e\u0928 \u091f\u0947\u092c\u0932\u093e\u0930 \u0910\u0930\u0947<\/h3>\n<p>\u0939\u0947\u0921\u0930 \u091f\u0948\u0917 \u092e\u0947\u0902 \u0910\u0930\u0947 \u0915\u0940 \u0932\u0902\u092c\u093e\u0908 \u0914\u0930 \u092a\u094d\u0930\u0949\u092a\u0930\u094d\u091f\u0940 \u092b\u0940\u0932\u094d\u0921\u094d\u0938 \u0915\u0940 \u0918\u094b\u0937\u0923\u093e \u0915\u0930\u0915\u0947 (\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, <code>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e[2]{\u0906\u0908\u0921\u0940, \u0928\u093e\u092e, \u092d\u0942\u092e\u093f\u0915\u093e}:<\/code>), \u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u091f\u0947\u092c\u0932\u093e\u0930 \u092a\u0902\u0915\u094d\u0924\u093f \u0915\u094b \u0938\u094d\u092a\u0937\u094d\u091f \u0928\u094b\u0921 \u091f\u094d\u0930\u0940 \u092e\u0947\u0902 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u092c\u093f\u0928\u093e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0940\u091c\u093c \u0915\u094b \u0926\u094b\u0939\u0930\u093e\u0928\u0947 \u0915\u0947 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u0947:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">\u091f\u0942\u0928<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNoVyLENAjEMBdA+UnbIAG64Mh0gNqBDFL7LV7CU2JEvUIDYHfHKZ15Z5c1TTHO6YnuczUcMBYN9dujM6aJVFHDRGkMMzx2+35b7Rwopd5BbwzfHkNKBjk02EJcu+o+FTrZSwQvNBvwHVy0lDQ==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">Toon<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNo1jkEKwkAMRfcDc4c5wGzsslcRTyKCuLCKiKviRtDCHyilraUgdFWv8o9iEinMIpP89xJiIg7EnXgRdR6IJ1NBlPrSmRiYrkTjHfEhvkRHzAJotDD2wbQX1oZvBbRQp3dKiaPRQbrYmnJRQjzrbLMljsSJqEQTg4nE32vZMYmnN6Fw8y73LoRVJG7EaO3p\/6mWWK2JTJqtXd9GExd2\/GiXDD\/VAJvU\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-toon\"><code class=\"language-toon\" data-language=\"toon\" class=\"language-toon\">\u0938\u0902\u0917\u0920\u0928: \u091f\u0947\u0915\u0915\u0949\u0930\u094d\u092a\r\n\u0935\u093f\u092d\u093e\u0917: \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u093f\u0902\u0917\r\n\r\n\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e[2]{\u0906\u0908\u0921\u0940, \u0928\u093e\u092e, \u092d\u0942\u092e\u093f\u0915\u093e}:\r\n  1,\u090f\u0932\u093f\u0938,\u090f\u0921\u092e\u093f\u0928\r\n  2,\u092c\u0949\u092c,\u0921\u0947\u0935\u0932\u092a\u0930<\/code><\/pre>                <\/div>\r\n                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNo1jkEKwkAMRfcDc4c5wGzsslcRTyKCuLCKiKviRtDCHyilraUgdFWv8o9iEinMIpP89xJiIg7EnXgRdR6IJ1NBlPrSmRiYrkTjHfEhvkRHzAJotDD2wbQX1oZvBbRQp3dKiaPRQbrYmnJRQjzrbLMljsSJqEQTg4nE32vZMYmnN6Fw8y73LoRVJG7EaO3p\/6mWWK2JTJqtXd9GExd2\/GiXDD\/VAJvU\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNoVyLENAjEMBdA+UnbIAG64Mh0gNqBDFL7LV7CU2JEvUIDYHfHKZ15Z5c1TTHO6YnuczUcMBYN9dujM6aJVFHDRGkMMzx2+35b7Rwopd5BbwzfHkNKBjk02EJcu+o+FTrZSwQvNBvwHVy0lDQ==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"AKJmCIr\"><img alt=\"\" class=\"alignnone size-full wp-image-1443\" decoding=\"async\" height=\"248\" sizes=\"(max-width: 604px) 100vw, 604px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684563be46f.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684563be46f.png 604w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a684563be46f-300x123.png 300w\" width=\"604\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>\u092c\u0939\u0941-\u0938\u094d\u0924\u0930\u0940\u092f \u0915\u093e\u0930\u094d\u092f\u0938\u094d\u0925\u0932\u094b\u0902 \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e<\/h2>\n<p>\u090f\u0932\u090f\u0932\u090f\u092e \u0938\u093f\u0938\u094d\u091f\u092e \u092a\u094d\u0930\u0949\u092e\u094d\u092a\u094d\u091f\u094d\u0938 \u0914\u0930 \u0915\u0949\u0928\u094d\u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0907\u0902\u091c\u0947\u0915\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u091f\u0942\u0928 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0938\u0947 \u092c\u0939\u0941-\u0938\u094d\u0924\u0930\u0940\u092f \u0921\u0947\u091f\u093e\u0938\u0947\u091f\u094d\u0938 \u092a\u0922\u093c\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u092c\u0928\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902 \u091c\u092c\u0915\u093f \u091f\u094b\u0915\u0928 \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 30% \u0938\u0947 50% \u0924\u0915 \u092c\u091a\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n<h3>1. \u0928\u0947\u0938\u094d\u091f\u0947\u0921 \u0938\u093f\u0938\u094d\u091f\u092e \u0938\u0902\u0926\u0930\u094d\u092d<\/h3>\n<p>\u0926\u0943\u0936\u094d\u092f \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u092b\u094d\u0932\u0948\u0917\u094d\u0938, \u092e\u0949\u0921\u0932 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930\u094d\u0938 \u0914\u0930 \u091f\u0947\u092c\u0932\u093e\u0930 \u092b\u0940\u091a\u0930 \u0938\u0947\u091f\u094d\u0938 \u0915\u094b \u0938\u093e\u092b \u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0921 \u0938\u092c-\u092c\u094d\u0932\u0949\u0915\u094d\u0938 \u092e\u0947\u0902 \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0947\u0902:<\/p>\n<div class=\"vpascode-viewer-container vpascode-fancy-active\">\n<div class=\"vpascode-header\">\n<span class=\"vpascode-lang-label\">\u091f\u0942\u0928<\/span><br \/>\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNolzUsKwkAQhOF9YO4wBxhEdJedeAxx0U5qTMO86O4ERLy7Ji7rW\/xV2oR8bTXxc3SD913ayhNk9FRtltY5bmwoHUK2CEZ\/PJzc4IaEfevtfH9XKgio9MiYgjHks9cUJHEOJgtCEmAzqpRfxlH\/\/DvctfMlRqiGRFm3lkG6sOILSaE3LQ==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 8px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<div class=\"vpascode-code-wrapper\">\n            <div class=\"vpascode-viewer-container vpascode-fancy-active\">\r\n                                <div class=\"vpascode-header\">\r\n                    <span class=\"vpascode-lang-label\">Toon<\/span>\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNpFUEsKwjAU3Bd6hx4giOiuVxFPIoK68INIV7UghSJMpFSopasuRK8yR\/Hlpa2bkMybXx5R056IO9FGRKqPkvZCPIk38SWyOAwiGVYKN8SD+BCQMxY4IXaE7Yf27IhOlnoVlCxQrZcyjqaTWRiEgUuwG+KmMhF3i\/ly5dIdrzai7bSRDxXHl8ccIK7Nuu911dDcKP9mXJLdqrsjek4y+LbqVPiGPvYvrMZPjKpKO+6Jo3\/3GtqDV2ZqCTPsodCy46okUYj5D3ef5M8=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 8px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n                                <div class=\"vpascode-code-wrapper\">\r\n                    <pre class=\"lang-toon\"><code class=\"language-toon\" data-language=\"toon\" class=\"language-toon\">\u092e\u0949\u0921\u0932 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917:\r\n  \u092a\u094d\u0930\u0926\u093e\u0924\u093e: \u090f\u0902\u0925\u094d\u0930\u094b\u092a\u093f\u0915\r\n  \u0924\u093e\u092a\u092e\u093e\u0928: 0.2\r\n\r\n\u092b\u0940\u091a\u0930\u094d\u0938[3]{\u0928\u093e\u092e, \u0938\u0915\u094d\u0930\u093f\u092f, \u0938\u094d\u0924\u0930}:\r\n  \u0916\u094b\u091c,\u0938\u091a,\u092e\u0941\u092b\u094d\u0924\r\n  \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938,\u0938\u091a,\u092a\u094d\u0930\u094b\r\n  \u090f\u092a\u0940\u0906\u0908 \u090f\u0915\u094d\u0938\u0947\u0938,\u0917\u0932\u0924,\u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c<\/code><\/pre>                <\/div>\r\n                <div class=\"vpascode-actions\">\r\n                    <a href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNpFUEsKwjAU3Bd6hx4giOiuVxFPIoK68INIV7UghSJMpFSopasuRK8yR\/Hlpa2bkMybXx5R056IO9FGRKqPkvZCPIk38SWyOAwiGVYKN8SD+BCQMxY4IXaE7Yf27IhOlnoVlCxQrZcyjqaTWRiEgUuwG+KmMhF3i\/ly5dIdrzai7bSRDxXHl8ccIK7Nuu911dDcKP9mXJLdqrsjek4y+LbqVPiGPvYvrMZPjKpKO+6Jo3\/3GtqDV2ZqCTPsodCy46okUYj5D3ef5M8=\" \r\n                       target=\"_blank\" \r\n                       rel=\"noopener noreferrer\" \r\n                       class=\"vpascode-fancy-btn\">\r\n                        <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"margin-right: 6px;\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg>\r\n                        <span>Edit Toon in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n<div class=\"vpascode-actions\">\n<a class=\"vpascode-fancy-btn\" href=\"https:\/\/www.vpascode.com\/editor\/#toon:eNolzUsKwkAQhOF9YO4wBxhEdJedeAxx0U5qTMO86O4ERLy7Ji7rW\/xV2oR8bTXxc3SD913ayhNk9FRtltY5bmwoHUK2CEZ\/PJzc4IaEfevtfH9XKgio9MiYgjHks9cUJHEOJgtCEmAzqpRfxlH\/\/DvctfMlRqiGRFm3lkG6sOILSaE3LQ==\" rel=\"noopener noreferrer\" target=\"_blank\"><br \/>\n<svg fill=\"none\" height=\"14\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.5\" style=\"margin-right: 6px;\" viewbox=\"0 0 24 24\" width=\"14\"><path d=\"M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7\"><\/path><path d=\"M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z\"><\/path><\/svg><br \/>\n<span>\u0935\u0940\u092a\u0940\u090f\u0938\u0915\u094b\u0921 \u092e\u0947\u0902 \u091f\u0942\u0928 \u0938\u0902\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0947\u0902<\/span><br \/>\n<\/a>\n<\/div>\n<\/div>\n<p id=\"LzOPcqV\"><img alt=\"\" class=\"alignnone size-full wp-image-1444\" decoding=\"async\" height=\"438\" sizes=\"(max-width: 664px) 100vw, 664px\" src=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a68456f7be99.png\" srcset=\"https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a68456f7be99.png 664w, https:\/\/www.vpascode.com\/wp-content\/uploads\/2026\/07\/img_6a68456f7be99-300x198.png 300w\" width=\"664\"\/><\/p>\n<p>\u00a0<\/p>\n<h2>\u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u092c\u0947\u0938\u094d\u091f \u092a\u094d\u0930\u0948\u0915\u094d\u091f\u093f\u0938\u0947\u091c<\/h2>\n<ul>\n<li><strong>\u0938\u092e\u093e\u0928 \u0910\u0930\u0947 \u0915\u0947 \u0932\u093f\u090f \u091f\u0947\u092c\u0941\u0932\u0930 \u0918\u094b\u0937\u0923\u093e\u0913\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902:<\/strong> \u092c\u094d\u0932\u0949\u0915 \u0939\u0947\u0921\u0930 \u092e\u0947\u0902 \u0910\u0930\u0947 \u0915\u0947 \u0906\u0915\u093e\u0930 \u0914\u0930 \u092b\u0940\u0932\u094d\u0921 \u0915\u0940\u0935\u0930\u094d\u0921 \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902 (\u091c\u0948\u0938\u0947 <code>\u0906\u0907\u091f\u092e[N]{\u092b\u0940\u0932\u094d\u09211,\u092b\u0940\u0932\u094d\u09212}:<\/code>) \u091f\u094b\u0915\u0928 \u092c\u091a\u0924 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<li><strong>\u0938\u0941\u0938\u0902\u0917\u0924 \u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0936\u0928 \u092c\u0928\u093e\u090f \u0930\u0916\u0947\u0902:<\/strong> \u0915\u0930\u094d\u0932\u0940 \u092c\u094d\u0930\u0947\u0938\u0947\u091c \u0915\u0947 \u092c\u093f\u0928\u093e \u0928\u0947\u0938\u094d\u091f\u0947\u0921 \u091a\u093e\u0907\u0932\u094d\u0921 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u092b 2-\u0938\u094d\u092a\u0947\u0938 \u092f\u093e \u091f\u0948\u092c \u0907\u0902\u0921\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u0930 \u092d\u0930\u094b\u0938\u093e \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u0938\u094d\u091f\u094d\u0930\u093f\u0902\u0917\u094d\u0938 \u0915\u094b \u0915\u0947\u0935\u0932 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0928\u0947 \u092a\u0930 \u0939\u0940 \u0909\u0932\u094d\u0932\u0947\u0916\u093f\u0924 \u0915\u0930\u0947\u0902:<\/strong> \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u094d\u091f\u094d\u0930\u093f\u0902\u0917\u094d\u0938 \u0915\u0947 \u091a\u093e\u0930\u094b\u0902 \u0913\u0930 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u091a\u093f\u0939\u094d\u0928\u094b\u0902 \u0915\u094b \u091b\u094b\u0921\u093c \u0926\u0947\u0902, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0938\u0915\u094d\u0930\u093f\u092f \u0921\u093f\u0932\u0940\u092e\u0940\u091f\u0930\u094d\u0938, \u0915\u094b\u0932\u0928 \u092f\u093e \u0932\u0940\u0921\u093f\u0902\u0917\/\u091f\u094d\u0930\u0947\u0932\u093f\u0902\u0917 \u0938\u094d\u092a\u0947\u0938 \u0935\u093e\u0932\u0940 \u0938\u094d\u091f\u094d\u0930\u093f\u0902\u0917\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0930\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u091c\u092c \u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 (LLMs) \u092f\u093e \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u0938\u0902\u0926\u0930\u094d\u092d \u092a\u0948\u0915\u0947\u091f\u094d\u0938 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u092d\u0947\u091c\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0924\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 JSON \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u092e\u0947\u0902 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0909\u0926\u094d\u0927\u0930\u0923 \u091a\u093f\u0939\u094d\u0928, \u0915\u094b\u0937\u094d\u0920\u0915 \u0914\u0930 \u092c\u093e\u0930-\u092c\u093e\u0930 \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0940\u091c\u093c \u0915\u0947 \u0915\u093e\u0930\u0923 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0913\u0935\u0930\u0939\u0947\u0921 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0926\u091f\u0942\u0928&#8230;<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":5,"template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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