{"id":5390,"date":"2025-04-29T10:00:08","date_gmt":"2025-04-29T06:30:08","guid":{"rendered":"https:\/\/parmin.cloud\/blog\/?p=5390"},"modified":"2025-04-22T10:30:10","modified_gmt":"2025-04-22T07:00:10","slug":"%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%b1%d8%a8%d8%a7%d8%aa%d9%87%d8%a7%db%8c-%da%86%d9%86%d8%af%d9%85%d8%af%d9%84%db%8c-%d8%a8%d8%a7-django%d8%8c-gpt-4%d8%8c-whisper-%d9%88-dall-e","status":"publish","type":"post","link":"https:\/\/parmin.cloud\/blog\/%d8%aa%d9%88%d8%b3%d8%b9%d9%87-%d8%b1%d8%a8%d8%a7%d8%aa%d9%87%d8%a7%db%8c-%da%86%d9%86%d8%af%d9%85%d8%af%d9%84%db%8c-%d8%a8%d8%a7-django%d8%8c-gpt-4%d8%8c-whisper-%d9%88-dall-e\/","title":{"rendered":"\u062a\u0648\u0633\u0639\u0647 \u0631\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u200c\u0645\u062f\u0644\u06cc \u0628\u0627 Django\u060c GPT-4\u060c Whisper \u0648 DALL-E"},"content":{"rendered":"
\u0645\u0642\u062f\u0645\u0647<\/span><\/div>\n
\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u0645\u062f\u0631\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0633\u0637\u062d \u0628\u0639\u062f\u06cc \u0627\u0631\u062a\u0642\u0627 \u06cc\u0627\u0628\u0646\u062f. \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0648\u0633\u0639\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0631\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u200c\u062d\u0627\u0644\u062a\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631 \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0628\u0627\u062a\u200c\u0647\u0627 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0646\u0648\u0627\u0639 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u062c\u0630\u0628 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/span><\/div>\n
\u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u0646\u062f\u200c\u062d\u0627\u0644\u062a\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Django \u0648 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af GPT-4 OpenAI \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc\u060c Whisper \u0628\u0631\u0627\u06cc \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc \u062f\u0642\u06cc\u0642 \u06af\u0641\u062a\u0627\u0631 \u0648 DALL-E \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u06a9\u0647 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u0647\u0645\u0631\u0627\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u0645 \u062f\u0627\u0633\u062a\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0635\u062f\u0627 \u06cc\u0627 \u0645\u062a\u0646 \u0645\u0634\u062e\u0635 \u06a9\u0646\u0646\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u062f\u0627\u0633\u062a\u0627\u0646\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u06a9\u0647 \u0628\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0635\u0631\u06cc \u062a\u0632\u0626\u06cc\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u067e\u0627\u0633\u062e \u062f\u0647\u062f.<\/span><\/div>\n
\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0639\u0645\u0644\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062f\u0631 \u0627\u0634\u06a9\u0627\u0644 \u0645\u062e\u062a\u0644\u0641 \u0634\u0627\u0645\u0644 \u0645\u062a\u0646\u060c \u0635\u062f\u0627 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631\u06a9 \u0648 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u067e\u0627\u0633\u062e \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0634\u0647\u0648\u062f\u06cc\u200c\u062a\u0631 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc\u200c\u067e\u0630\u06cc\u0631\u062a\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/span><\/div>\n
<\/div>\n
\u062a\u0648\u0633\u0639\u0647 \u0631\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u200c\u062d\u0627\u0644\u062a\u0647 \u0628\u0627 Django\u060c GPT-4\u060c Whisper \u0648 DALL-E<\/span><\/div>\n
\u06f1 \u0627\u062f\u063a\u0627\u0645 Whisper OpenAI \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631<\/span><\/div>\n
\u06f2 \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0628\u0627 GPT-4<\/span><\/div>\n
\u06f3 \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 DALL-E<\/span><\/div>\n
\u06f4 \u062a\u0631\u06a9\u06cc\u0628 \u062d\u0627\u0644\u0627\u062a \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/span><\/div>\n
<\/div>\n
\u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/span><\/div>\n
\u0628\u0631\u0627\u06cc \u062a\u06a9\u0645\u06cc\u0644 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0634\u0645\u0627 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a:<\/span><\/div>\n
\u06f1 \u062f\u0631\u06a9 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0632 Python \u0648 Django. \u0627\u06af\u0631 \u0628\u0627 Django \u0622\u0634\u0646\u0627 \u0646\u06cc\u0633\u062a\u06cc\u062f\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0622\u0645\u0648\u0632\u0634<\/span> \u201c\u0686\u06af\u0648\u0646\u0647<\/span> Django \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645 \u0648 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645\u201d \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
\u06f2 \u06cc\u06a9 \u06a9\u0644\u06cc\u062f API \u0627\u0632 OpenAI: \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc GPT-4 \u0648 DALL-E \u0627\u0632 OpenAI \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u06a9\u0644\u06cc\u062f API \u0627\u0632 OpenAI \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f. \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062f\u0631 OpenAI \u0648 \u0633\u067e\u0633 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06a9\u0644\u06cc\u062f \u0645\u062e\u0641\u06cc\u060c \u06a9\u0644\u06cc\u062f API \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
\u06f3 Whisper: \u0628\u0647 \u0635\u0641\u062d\u0647 GitHub OpenAI Whisper \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0646\u0635\u0628 \u062f\u0642\u06cc\u0642 \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062a\u0648\u0633\u0639\u0647 \u0634\u0645\u0627 \u0628\u0631\u0627\u06cc Whisper \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/span><\/div>\n
\u06f4 \u0628\u0633\u062a\u0647 Python OpenAI: \u0627\u06af\u0631 \u0622\u0645\u0648\u0632\u0634 \u062f\u0631 \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632 \u0627\u0648\u0644 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0628\u0647 \u0646\u0627\u0645 env \u062f\u0631 \u062f\u0627\u062e\u0644 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0647 \u0646\u0627\u0645 django-apps \u0641\u0639\u0627\u0644 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/span><\/div>\n
\u062a\u0648\u062c\u0647: \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0634\u0645\u0627 \u0641\u0639\u0627\u0644 \u0627\u0633\u062a \u0648 \u0628\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0646\u0627\u0645 \u0622\u0646 \u062f\u0631 \u067e\u0631\u0627\u0646\u062a\u0632 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627\u06cc \u067e\u06cc\u063a\u0627\u0645 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u062e\u0648\u062f \u0622\u0646 \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f. \u0627\u06af\u0631 \u0641\u0639\u0627\u0644 \u0646\u06cc\u0633\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u0632 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u062d\u0627\u0648\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 Django \u062e\u0648\u062f \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
sammy@ubuntu:$ .env\/bin\/activate<\/span><\/div>\n
\u067e\u0633 \u0627\u0632 \u0641\u0639\u0627\u0644 \u0634\u062f\u0646 \u0645\u062d\u06cc\u0637 \u062e\u0648\u062f\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0633\u062a\u0647 Python OpenAI \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ pip install openai<\/span><\/div>\n
\u0627\u06af\u0631 \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenAI \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u0622\u0645\u0648\u0632\u0634<\/span> \u201c\u0686\u06af\u0648\u0646\u0647<\/span> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc GPT OpenAI \u0631\u0627 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 Django \u062e\u0648\u062f \u0627\u062f\u063a\u0627\u0645 \u06a9\u0646\u06cc\u0645\u201d \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
\u06af\u0627\u0645 \u06f1 \u2014 \u0627\u062f\u063a\u0627\u0645 OpenAI Whisper \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631<\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0634\u0645\u0627 OpenAI Whisper \u0631\u0627 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 Django \u062e\u0648\u062f \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u062a\u0627 \u0628\u0647 \u0622\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0628\u062f\u0647\u06cc\u062f \u062a\u0627 \u06af\u0641\u062a\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0645\u062a\u0646 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u062f. Whisper \u06cc\u06a9 \u0645\u062f\u0644 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631 \u0642\u0648\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f\u060c \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0631\u0628\u0627\u062a \u0686\u0646\u062f\u062d\u0627\u0644\u062a\u0647 \u0645\u0627 \u0627\u0633\u062a. \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 Whisper\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0627 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u06a9\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0635\u062f\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062f\u0631\u06a9 \u06a9\u0646\u062f.<\/span><\/div>\n
\u0627\u0628\u062a\u062f\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 Django \u062e\u0648\u062f \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u0628\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0622\u0645\u0648\u0632\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 Django \u0622\u0645\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0647 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 Django \u062e\u0648\u062f \u0628\u0631\u0648\u06cc\u062f \u0648 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0634\u0645\u0627 \u0641\u0639\u0627\u0644 \u0627\u0633\u062a:<\/span><\/div>\n
sammy@ubuntu:$ cd path_to_your_django_project<\/span><\/div>\n
sammy@ubuntu:$ source env\/bin\/activate<\/span><\/div>\n
<\/div>\n
\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Whisper \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 Django \u0634\u0645\u0627<\/span><\/div>\n
\u062d\u0627\u0644\u0627 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0632 Whisper \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0628\u0647 \u0645\u062a\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u06cc\u06a9 \u0641\u0627\u06cc\u0644 Python \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 whisper_transcribe.py \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
(env)sammy@ubuntu:$ touch whisper_transcribe.py<\/span><\/div>\n
<\/div>\n
\u0641\u0627\u06cc\u0644 whisper_transcribe.py \u0631\u0627 \u062f\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646\u06cc \u062e\u0648\u062f \u0628\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0648 Whisper \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f. \u0633\u067e\u0633\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0633\u06cc\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u06af\u06cc\u0631\u062f\u060c \u0627\u0632 Whisper \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f:<\/span><\/div>\n
import whisper \u00a0<\/span><\/div>\n
model = whisper.load_model(“base”)<\/span><\/div>\n
<\/div>\n
def transcribe_audio(audio_path): \u00a0<\/span><\/div>\n
\u00a0 \u00a0 result = model.transcribe(audio_path) \u00a0<\/span><\/div>\n
\u00a0 \u00a0 return result[“text”]<\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0637\u0639\u0647 \u06a9\u062f\u060c \u0634\u0645\u0627 \u0627\u0632 \u0645\u062f\u0644<\/span> \u201cbase\u201d<\/span> \u0628\u0631\u0627\u06cc \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. Whisper \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062f\u0642\u062a \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632 \u062e\u0648\u062f \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
<\/div>\n
\u0622\u0632\u0645\u0627\u06cc\u0634 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc<\/span><\/div>\n
\u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc \u0631\u0627 \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 Django \u062e\u0648\u062f \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f. \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u062f\u0631 \u0642\u0627\u0644\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 Whisper \u0627\u0632 \u0622\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span> (\u0645\u062b\u0644\u0627\u064b<\/span> MP3\u060c WAV). \u062d\u0627\u0644\u0627\u060c \u0641\u0627\u06cc\u0644 whisper_transcribe.py \u0631\u0627 \u0628\u0627 \u0627\u0641\u0632\u0648\u062f\u0646 \u062e\u0637\u0648\u0637 \u0632\u06cc\u0631 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f:<\/span><\/div>\n
# \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc<\/span><\/div>\n
if __name__ ==<\/span> “__main__”:<\/span> \u00a0<\/span><\/div>\n
\u00a0 \u00a0 print(transcribe_audio(“path_to_your_audio_file”))<\/span><\/div>\n
\u062d\u0627\u0644\u0627 whisper_transcribe.py \u0631\u0627 \u0628\u0627 Python \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ python whisper_transcribe.py<\/span><\/div>\n
<\/div>\n
\u0627\u06af\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u0628\u0627\u06cc\u062f \u0645\u062a\u0646 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc\u200c\u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0633\u0627\u0633 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0635\u0648\u062a\u06cc \u062f\u0631 \u0631\u0628\u0627\u062a \u0645\u0627 \u0639\u0645\u0644 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f.<\/span><\/div>\n
<\/div>\n
\u06af\u0627\u0645 \u06f2 \u2014 \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0628\u0627 GPT-4<\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0634\u0645\u0627 \u0627\u0632 \u0645\u062f\u0644 GPT-4 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u06cc\u0627 \u0631\u0648\u0646\u0648\u06cc\u0633\u06cc \u06af\u0641\u062a\u0627\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u06af\u0627\u0645 \u0642\u0628\u0644 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. GPT-4 \u0628\u0627 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af\u06cc \u06a9\u0647 \u062f\u0627\u0631\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u0646\u0633\u062c\u0645 \u0648 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f\u060c \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0628\u0627\u062a \u0686\u0646\u062f\u062d\u0627\u0644\u062a\u0647 \u0645\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/div>\n
\u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u0627\u0645\u0647\u060c \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0628\u0633\u062a\u0647 Python OpenAI \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0634\u0645\u0627 \u0647\u0645\u0627\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f. \u0645\u062f\u0644 GPT-4 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u06cc\u06a9 \u06a9\u0644\u06cc\u062f API \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u06a9\u0644\u06cc\u062f API \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u062f\u0627\u0631\u06cc\u062f. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0644\u06cc\u062f API OpenAI \u0631\u0627 \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0631 \u0641\u0627\u06cc\u0644 Python \u0646\u0628\u0627\u0634\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ export OPENAI_KEY=\u201cyour-api-key\u201d<\/span><\/div>\n
<\/div>\n
\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u062a\u06a9\u0645\u06cc\u0644 \u0686\u062a<\/span><\/div>\n
\u0628\u0647 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 Django \u062e\u0648\u062f \u0628\u0631\u0648\u06cc\u062f \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 Python \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 chat_completion.py \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0645\u0633\u0626\u0648\u0644 \u0628\u0631\u0642\u0631\u0627\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0645\u062f\u0644 GPT-4 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0645\u062a\u0646\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/span><\/div>\n
import os \u00a0<\/span><\/div>\n
from openai import OpenAI \u00a0<\/span><\/div>\n
client = OpenAI(api_key=os.environ[“OPENAI_KEY”])<\/span><\/div>\n
<\/div>\n
def generate_story(input_text): \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API OpenAI \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062f\u0627\u0633\u062a\u0627\u0646 \u00a0<\/span><\/div>\n
\u00a0 \u00a0 response = get_story(input_text) \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0641\u0631\u0645\u062a\u200c\u0628\u0646\u062f\u06cc \u0648 \u0628\u0627\u0632\u06af\u0634\u062a \u067e\u0627\u0633\u062e \u00a0<\/span><\/div>\n
\u00a0 \u00a0 return format_response(response)<\/span><\/div>\n
\u0627\u06cc\u0646 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0627\u0628\u062a\u062f\u0627 \u06a9\u0644\u06cc\u062f API \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0628\u0627 \u062e\u062f\u0645\u0627\u062a OpenAI \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u067e\u0633 \u062a\u0627\u0628\u0639 \u062c\u062f\u0627\u06af\u0627\u0646\u0647\u200c\u0627\u06cc \u0628\u0647 \u0646\u0627\u0645 get_story \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API OpenAI \u062c\u0647\u062a \u062a\u0648\u0644\u06cc\u062f \u062f\u0627\u0633\u062a\u0627\u0646 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062f\u06cc\u06af\u0631 \u0628\u0647 \u0646\u0627\u0645 format_response \u0628\u0631\u0627\u06cc \u0641\u0631\u0645\u062a\u200c\u0628\u0646\u062f\u06cc \u067e\u0627\u0633\u062e \u0627\u0632 API.<\/span><\/div>\n
<\/div>\n
\u062d\u0627\u0644\u0627\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0631 \u0631\u0648\u06cc \u062a\u0627\u0628\u0639 get_story \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u0645. \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 chat_completion.py \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
def get_story(input_text): \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0633\u0627\u062e\u062a\u0646 \u067e\u0631\u0627\u0645\u067e\u062a \u0633\u06cc\u0633\u062a\u0645. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f. \u00a0<\/span><\/div>\n
\u00a0 \u00a0 system_prompt = f”””You are a story generator. \u00a0<\/span><\/div>\n
\u00a0 \u00a0 You will be provided with a description of the story the user wants. \u00a0<\/span><\/div>\n
\u00a0 \u00a0 Write a story using the description provided.””” \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API \u00a0<\/span><\/div>\n
\u00a0 \u00a0 response = client.chat.completions.create( \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 model=”gpt-4″, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 messages=[ \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 {“role”:<\/span> “system”,<\/span> “content”:<\/span> system_prompt}, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 {“role”:<\/span> “user”,<\/span> “content”:<\/span> input_text}, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 ], \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 temperature=0.8 \u00a0<\/span><\/div>\n
\u00a0 \u00a0 ) \u00a0<\/span><\/div>\n
<\/div>\n
\u00a0 \u00a0 # \u0628\u0627\u0632\u06af\u0634\u062a \u067e\u0627\u0633\u062e API \u00a0<\/span><\/div>\n
\u00a0 \u00a0 return response<\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639\u060c \u0627\u0628\u062a\u062f\u0627 \u067e\u0631\u0627\u0645\u067e\u062a \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u062f\u0644 \u0631\u0627 \u0627\u0632 \u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f \u0622\u06af\u0627\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0648 \u0633\u067e\u0633 \u0627\u0632 API ChatCompletion \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u0633\u062a\u0627\u0646\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/span><\/div>\n
<\/div>\n
\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0627\u0628\u0639 format_response \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 chat_completion.py \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
def format_response(response): \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u0633\u062a\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0627\u0632 \u067e\u0627\u0633\u062e \u00a0<\/span><\/div>\n
\u00a0 \u00a0 story = response.choices[0].message.content \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u062d\u0630\u0641 \u0647\u0631\u06af\u0648\u0646\u0647 \u0645\u062a\u0646 \u06cc\u0627 \u0641\u0631\u0645\u062a \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u00a0<\/span><\/div>\n
\u00a0 \u00a0 story = story.strip() \u00a0<\/span><\/div>\n
\u00a0 \u00a0 # \u0628\u0627\u0632\u06af\u0634\u062a \u062f\u0627\u0633\u062a\u0627\u0646 \u0641\u0631\u0645\u062a\u200c\u0628\u0646\u062f\u06cc\u200c\u0634\u062f\u0647 \u00a0<\/span><\/div>\n
\u00a0 \u00a0 return story<\/span><\/div>\n
\u0622\u0632\u0645\u0627\u06cc\u0634 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647<\/span><\/div>\n
\u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646\u060c \u0641\u0627\u06cc\u0644 chat_completion.py \u0631\u0627 \u0628\u0627 \u0627\u0641\u0632\u0648\u062f\u0646 \u0686\u0646\u062f \u062e\u0637 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f:<\/span><\/div>\n
# \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u00a0<\/span><\/div>\n
if __name__ ==<\/span> “__main__”:<\/span> \u00a0<\/span><\/div>\n
\u00a0 \u00a0 user_input =<\/span> “Tell<\/span> me a story about a dragon” \u00a0<\/span><\/div>\n
\u00a0 \u00a0 print(generate_story(user_input))<\/span><\/div>\n
\u062d\u0627\u0644\u0627 chat_completion.py \u0631\u0627 \u0628\u0627 Python \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u067e\u0627\u0633\u062e \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ python chat_completion.py<\/span><\/div>\n
<\/div>\n
\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u067e\u0631\u0627\u0645\u067e\u062a\u060c \u0628\u0627\u06cc\u062f \u067e\u0627\u0633\u062e \u062e\u0644\u0627\u0642\u0627\u0646\u0647\u200c\u0627\u06cc \u0627\u0632 GPT-4 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0634\u0645\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0627\u0636\u0627\u0641\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/span><\/div>\n
\u06af\u0627\u0645 \u06f3 \u2014 \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 DALL-E<\/span><\/div>\n
DALL-E \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0642\u06cc\u0642 \u0627\u0632 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0631\u0628\u0627\u062a \u0686\u0646\u062f\u062d\u0627\u0644\u062a\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u062e\u0644\u0627\u0642\u06cc\u062a \u0628\u0635\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a \u06a9\u0646\u062f.<\/span><\/div>\n
\u06cc\u06a9 \u0641\u0627\u06cc\u0644 Python \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 image_generation.py \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 Django \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0627\u0632 \u0645\u062f\u0644 DALL-E \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ touch image_generation.py<\/span><\/div>\n
<\/div>\n
\u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062f\u0631 image_generation.py \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9 \u067e\u0631\u0627\u0645\u067e\u062a \u0631\u0627 \u0628\u0647 DALL-E \u0627\u0631\u0633\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u062f:<\/span><\/div>\n
import os \u00a0<\/span><\/div>\n
from openai import OpenAI \u00a0<\/span><\/div>\n
client = OpenAI(api_key=os.environ[“OPENAI_KEY”])<\/span><\/div>\n
<\/div>\n
def generate_image(text_prompt): \u00a0<\/span><\/div>\n
\u00a0 \u00a0 response = client.images.generate( \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 model=”dall-e-3″, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 prompt=text_prompt, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 size=”1024×1024″, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 quality=”standard”, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 n=1, \u00a0<\/span><\/div>\n
\u00a0 \u00a0 ) \u00a0<\/span><\/div>\n
\u00a0 \u00a0 image_url = response.data[0].url \u00a0<\/span><\/div>\n
\u00a0 \u00a0 return image_url<\/span><\/div>\n
\u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 \u0645\u062f\u0644 DALL-E \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u067e\u0631\u0627\u0645\u067e\u062a \u0645\u062a\u0646\u06cc\u060c \u062a\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647<\/span> (n=1)\u060c<\/span> \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u067e\u0633 URL \u062a\u0635\u0648\u06cc\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0627\u0632 \u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f.<\/span><\/div>\n
<\/div>\n
\u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/span><\/div>\n
\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 Django \u062e\u0648\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 image_generation.py \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
# \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u00a0<\/span><\/div>\n
if __name__ ==<\/span> “__main__”:<\/span> \u00a0<\/span><\/div>\n
\u00a0 \u00a0 prompt =<\/span> “Generate<\/span> an image of a pet and a child playing in a yard.” \u00a0<\/span><\/div>\n
\u00a0 \u00a0 print(generate_image(prompt))<\/span><\/div>\n
\u062d\u0627\u0644\u0627 image_generation.py \u0631\u0627 \u0628\u0627 Python \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u067e\u0631\u0627\u0645\u067e\u062a \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
(env)sammy@ubuntu:$ python image_generation.py<\/span><\/div>\n
<\/div>\n
\u0627\u06af\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0627\u062c\u0631\u0627 \u0634\u0648\u062f\u060c URL \u062a\u0635\u0648\u06cc\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0631\u0641\u062a\u0646 \u0628\u0647 \u0627\u06cc\u0646 URL \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628 \u062e\u0648\u062f\u060c \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
<\/div>\n
\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0634\u0645\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631 \u0631\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/span><\/div>\n
\u06af\u0627\u0645 \u06f4 \u2014 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u0648\u0644\u062f\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u062c\u0631\u0628\u0647\u200c\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u06af\u0627\u0645\u060c \u0634\u0645\u0627 \u062a\u0648\u0627\u0628\u0639 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0642\u0628\u0644\u06cc \u0631\u0627 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u062a\u0627 \u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u06cc\u200c\u0648\u0642\u0641\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
\u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0634\u0645\u0627 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0648 \u0635\u0648\u062a\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f\u060c \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0647\u0627 \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0631\u062a\u0628\u0637 \u0647\u0645\u0631\u0627\u0647 \u06a9\u0646\u062f.<\/span><\/div>\n
<\/div>\n
\u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/span><\/div>\n
\u0627\u0628\u062a\u062f\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u067e\u0631\u0648\u0698\u0647 Django \u0634\u0645\u0627 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc whisper_transcribe.py\u060c chat_completion.py \u0648 image_generation.py \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 Django \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. \u0627\u06a9\u0646\u0648\u0646 \u06cc\u06a9 \u0646\u0645\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u062c\u0632\u0627 \u0631\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/div>\n
<\/div>\n
\u0641\u0627\u06cc\u0644 views.py \u062e\u0648\u062f \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0648 \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627 \u0648 \u062a\u0648\u0627\u0628\u0639 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f. \u0633\u067e\u0633 \u0646\u0645\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0628\u0647 \u0646\u0627\u0645 get_story_from_description \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
import uuid<\/span><\/div>\n
from django.core.files.storage import FileSystemStorage<\/span><\/div>\n
from django.shortcuts import render<\/span><\/div>\n
from .whisper_transcribe import transcribe_audio<\/span><\/div>\n
from .chat_completion import generate_story<\/span><\/div>\n
from .image_generation import generate_image<\/span><\/div>\n
<\/div>\n
# views \u062f\u06cc\u06af\u0631<\/span><\/div>\n
<\/div>\n
def get_story_from_description(request):<\/span><\/div>\n
\u00a0 \u00a0 context = {}<\/span><\/div>\n
\u00a0 \u00a0 user_input =<\/span> “”<\/span><\/div>\n
\u00a0 \u00a0 if request.method ==<\/span> “GET”:<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 return render(request,<\/span> “story_template.html”)<\/span><\/div>\n
\u00a0 \u00a0 else:<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 if<\/span> “text_input”<\/span> in request.POST:<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 user_input += request.POST.get(“text_input”) +<\/span> “\\n”<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 if<\/span> “voice_input”<\/span> in request.FILES:<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 audio_file = request.FILES[“voice_input”]<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 file_name = str(uuid.uuid4()) +<\/span> (audio_file.name<\/span> or<\/span> “”)<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 FileSystemStorage(location=”\/tmp”).save(file_name, audio_file)<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 user_input += transcribe_audio(f”\/tmp\/{file_name}”)<\/span><\/div>\n
<\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 generated_story = generate_story(user_input)<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 image_prompt = (<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 f”Generate an image that visually illustrates the essence of the following story: {generated_story}”<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 )<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 image_url = generate_image(image_prompt)<\/span><\/div>\n
<\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 context = {<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/span> “user_input”:<\/span> user_input,<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/span> “generated_story”:<\/span> generated_story.replace(“\\n”,<\/span> “<br\/>”),<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/span> “image_url”:<\/span> image_url,<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 }<\/span><\/div>\n
<\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 return render(request,<\/span> “story_template.html”,<\/span> context)<\/span><\/div>\n
\u0627\u06cc\u0646 \u0646\u0645\u0627 \u0648\u0631\u0648\u062f\u06cc \u0645\u062a\u0646\u06cc \u0648\/\u06cc\u0627 \u0635\u0648\u062a\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06af\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0635\u0648\u062a\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0622\u0646 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0646\u0627\u0645 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span> (\u0628\u0627<\/span> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 uuid) \u0648 \u0627\u0632 \u062a\u0627\u0628\u0639 transcribe_audio \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06af\u0641\u062a\u0627\u0631 \u0628\u0647 \u0645\u062a\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u067e\u0633 \u0627\u0632 \u062a\u0627\u0628\u0639 generate_story \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0645\u062a\u0646\u06cc \u0648 \u0627\u0632 \u062a\u0627\u0628\u0639 generate_image \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0628\u0647 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc context \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0633\u067e\u0633 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 story_template.html \u0631\u0646\u062f\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/div>\n
<\/div>\n
\u0627\u06cc\u062c\u0627\u062f \u0642\u0627\u0644\u0628<\/span><\/div>\n
\u0627\u06a9\u0646\u0648\u0646\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0646\u0627\u0645 story_template.html \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
<div style=”padding:3em; font-size:14pt;”><\/span><\/div>\n
\u00a0 \u00a0 <form method=”post” enctype=”multipart\/form-data”><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 {% csrf_token %}<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <textarea name=”text_input” placeholder=” Describe the story you would like” style=”width:30em;”><\/textarea><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <br\/><br\/><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <input type=”file” name=”voice_input” accept=”audio\/*” style=”width:30em;”><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <br\/><br\/><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <input type=”submit” value=”Submit” style=”width:8em; height:3em;”><\/span><\/div>\n
\u00a0 \u00a0 <\/form><\/span><\/div>\n
<\/div>\n
\u00a0 \u00a0 <p><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <strong>{{ user_input }}<\/strong><\/span><\/div>\n
\u00a0 \u00a0 <\/p><\/span><\/div>\n
\u00a0 \u00a0 {% if image_url %}<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <p><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <img src=”{{ image_url }}” alt=”Generated Image” style=”max-width:80vw; width:30em; height:30em;”><\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <\/p><\/span><\/div>\n
\u00a0 \u00a0 {% endif %}<\/span><\/div>\n
\u00a0 \u00a0 {% if generated_story %}<\/span><\/div>\n
\u00a0 \u00a0 \u00a0 \u00a0 <p>{{ generated_story | safe }}<\/p><\/span><\/div>\n
\u00a0 \u00a0 {% endif %}<\/span><\/div>\n
<\/div><\/span><\/div>\n
\u0627\u06cc\u0646 \u0641\u0631\u0645 \u0633\u0627\u062f\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u062a\u0646 \u06cc\u0627 \u0628\u0627 \u0622\u067e\u0644\u0648\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u0646\u062f. \u0633\u067e\u0633\u060c \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/div>\n
<\/div>\n
\u0627\u06cc\u062c\u0627\u062f URL \u0628\u0631\u0627\u06cc \u0646\u0645\u0627<\/span><\/div>\n
\u062d\u0627\u0644\u0627 \u06a9\u0647 \u0646\u0645\u0627\u06cc get_story_from_description \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc URL \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/span><\/div>\n
<\/div>\n
\u0641\u0627\u06cc\u0644 urls.py \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 Django \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u06a9 \u0627\u0644\u06af\u0648 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc get_story_from_description \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/span><\/div>\n
from django.urls import path<\/span><\/div>\n
from . import views<\/span><\/div>\n
<\/div>\n
urlpatterns = [<\/span><\/div>\n
\u00a0 \u00a0 # \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631<\/span><\/div>\n
\u00a0 \u00a0 path(‘generate-story\/’, views.get_story_from_description, name=’get_story_from_description’),<\/span><\/div>\n
]<\/span><\/div>\n
\u0622\u0632\u0645\u0627\u06cc\u0634 \u062a\u062c\u0631\u0628\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/span><\/div>\n
\u062d\u0627\u0644\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0622\u062f\u0631\u0633 <\/span>http:\/\/your_domain\/generate-story\/<\/a><\/span> \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628 \u062e\u0648\u062f \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f. \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0641\u0631\u0645 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u062f\u0631 story_template.html \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0633\u0639\u06cc \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u067e\u0631\u0627\u0645\u067e\u062a \u0645\u062a\u0646\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u06cc\u0644\u062f \u0648\u0631\u0648\u062f\u06cc \u0645\u062a\u0646 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f\u060c \u06cc\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u0641\u0627\u06cc\u0644 \u0622\u067e\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u0627\u0631\u0633\u0627\u0644\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f\u0647\u060c \u06cc\u06a9 \u062f\u0627\u0633\u062a\u0627\u0646 \u0648 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0645\u0631\u0627\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0635\u0641\u062d\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/div>\n
<\/div>\n
\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u062f\u0627\u0633\u062a\u0627\u0646 \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u0627\u0645\u067e\u062a<\/span> \u201cTell<\/span> me a story about a pet and a child playing in a yard.\u201d \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/span><\/div>\n
<\/div>\n
\n
<\/figcaption><\/figure>\n<\/div>\n
\u0628\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062e\u062a\u0647\u200c\u0627\u06cc\u062f \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u062f\u0631 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u2014\u0645\u062a\u0646\u060c \u0635\u062f\u0627 \u0648 \u062a\u0635\u0648\u06cc\u0631\u2014\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/div>\n
<\/div>\n
<\/div>\n
\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc:<\/b><\/span><\/span><\/div>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0634\u0645\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Django\u060c \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u0646\u062f\u0645\u0646\u0638\u0648\u0631\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u062f \u06a9\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 Whisper \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0641\u062a\u0627\u0631\u060c GPT-4 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0648 DALL-E \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0631\u062f. \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0627\u06a9\u0646\u0648\u0646 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u062f\u0631 \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0631\u06a9 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u0648\u0627\u06a9\u0646\u0634 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f.<\/span><\/div>\n
<\/div>\n
\u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647:<\/span><\/div>\n
<\/div>\n
    \n
  1. \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Whisper\u060c GPT \u0648 DALL-E \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/span><\/li>\n
  2. \u0637\u0631\u0627\u062d\u06cc UI\/UX \u0628\u0631\u0646\u0627\u0645\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f.<\/span><\/li>\n
  3. \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0631\u0628\u0627\u062a \u0631\u0627 \u0628\u0627 \u0627\u0641\u0632\u0648\u062f\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u06cc\u0634\u062a\u0631 \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u06cc\u062f.<\/span><\/li>\n<\/ol>\n
    <\/div>\n
    <\/div>\n
    <\/div>","protected":false},"excerpt":{"rendered":"

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