Summarizing Youtube Videos with OpenAI Whisper and GPT 3
1.0.0
يتيح لك برنامج Python النصي تلخيص مقاطع فيديو YouTube باستخدام OpenAI's Whisper للنسخ الصوتي وGPT لإنشاء ملخصات فيديو موجزة. يتضمن المسار تنزيل مقطع صوتي من YouTube، ونسخه باستخدام Whisper، ثم إنشاء ملخص باستخدام GPT.
قبل أن تبدأ، تأكد من أن لديك مكتبات Python الضرورية ومفتاح OpenAI API:
whisper (للنسخ الصوتي)openai (لـ GPT)pytube (لتنزيل فيديوهات اليوتيوب)يجب عليك أيضًا إعداد مفتاح OpenAI API الخاص بك كمتغير بيئة.
يبدأ البرنامج النصي بتنزيل الصوت من مقطع فيديو على YouTube. ويستخدم مكتبة pytube لجلب الفيديو وتحديد البث الصوتي فقط وحفظه كملف صوتي.
youtube_video = YouTube ( YOUTUBE_VIDEO_URL )
streams = youtube_video . streams . filter ( only_audio = True )
# taking first object of lowest quality
stream = streams . first ()
stream . download ( filename = OUTPUT_AUDIO )بعد ذلك، يتم نسخ الصوت باستخدام نموذج Whisper. تُستخدم مكتبة Whisper لتحميل نموذج Whisper ونسخ الصوت والحصول على النص.
model = whisper . load_model ( WHISPER_MODEL )
transcript = model . transcribe ( OUTPUT_AUDIO . as_posix ())
transcript = transcript [ 'text' ]
print ( f'Transcript generated: n { transcript } ' )يستخدم البرنامج النصي بعد ذلك GPT لإنشاء ملخص موجز للنص المكتوب. فهو يوفر مطالبة للنظام ومطالبة للمستخدم لتوجيه GPT لإنشاء ملخص ذي معنى.
model = whisper . load_model ( WHISPER_MODEL )
transcript = model . transcribe ( OUTPUT_AUDIO . as_posix ())
transcript = transcript [ 'text' ]
print ( f'Transcript generated: n { transcript } ' ) system_prompt = "I would like for you to assume the role of a Life Coach"
user_prompt = f"""Generate a concise summary of the text below.
Text: { transcript }
Add a title to the summary.
Make sure your summary has useful and true information about the main points of the topic.
Begin with a short introduction explaining the topic. If you can, use bullet points to list important details,
and finish your summary with a concluding sentence"""
#
print ( 'summarizing ... ' )
response = openai . ChatCompletion . create (
model = 'gpt-3.5-turbo-16k' ,
messages = [
{ 'role' : 'system' , 'content' : system_prompt },
{ 'role' : 'user' , 'content' : user_prompt }
],
max_tokens = 4096 ,
temperature = 1
)
#
summary = response [ 'choices' ][ 0 ][ 'message' ][ 'content' ] '''
Title: The Realities of Fame and the Importance of Being True to Yourself
Summary:
This conversation revolves around the concept of fame and the misconceptions associated with it. The speaker emphasizes that despite the glitz and glamour of Hollywood, celebrities are just like normal people, and it is unrealistic to expect them to maintain a constant facade of perfection. The conversation also explores the speaker's personal journey of self-discovery and his desire to use his success for something more meaningful. The importance of forgiveness, both towards others and oneself, is highlighted. The speaker suggests that being of service to others can bring fulfillment and challenges the notion that fame should be pursued endlessly. The conversation concludes by discussing the distinction between fame and celebrity, and the importance of staying true to oneself amidst external scrutiny. The speaker admires the courage of the person he is speaking to for being relentlessly authentic in the public eye.
Introduction: This conversation delves into the realities of fame and the speaker's desire to go beyond the superficialities of success.
- Fame in Hollywood and the normalcy of celebrities
4. The treadmill of seeking more fame:
- Rejecting the pursuit of increasing celebrity status in the twilight of one's life
- Encouraging a focus on personal growth and meaningful experiences
5. Authenticity and self-discovery:
- Differentiating between fame as external circumstances and one's true self
- Acknowledging the courage required to maintain authenticity in the face of scrutiny
Conclusion: The conversation highlights the speaker's insights on fame, the importance of self-discovery, and the need to stay true to oneself in the public eye.
'''إذا كان لديك أي أسئلة أو اقتراحات أو ترغب في مناقشة هذا المشروع، فلا تتردد في الاتصال بي:
أنا منفتح على التعاون وسأكون سعيدًا بالتواصل!
مير عبدالله ياسر
