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Update app.py
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app.py
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@@ -6,10 +6,11 @@ from pathlib import Path
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import shutil
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import whisper
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from dotenv import load_dotenv
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from zipfile import ZipFile
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load_dotenv()
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openai.api_key = os.getenv("OPENAI_API_KEY")
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@st.cache_data
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@@ -41,16 +42,28 @@ def audio_to_transcript(audio_file):
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def text_to_news_article(text):
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response = openai.Completion.create(
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return response['choices'][0]['text']
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st.markdown('# Generate and Chat with Transcripts')
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@@ -62,30 +75,42 @@ if st.checkbox('Start Analysis'):
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video_title, audio_filename = save_audio(url_link)
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st.audio(audio_filename)
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transcript = audio_to_transcript(audio_filename)
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import shutil
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import whisper
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from dotenv import load_dotenv
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from zipfile import ZipFile
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load_dotenv()
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# Load OpenAI API key from .env
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openai.api_key = os.getenv("OPENAI_API_KEY")
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@st.cache_data
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def text_to_news_article(text):
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response = openai.Completion.create(
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model="text-davinci-003",
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prompt="Write a news article in 500 words from the below text:\n" + text,
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temperature=0.7,
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max_tokens=600,
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top_p=1,
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frequency_penalty=0,
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presence_penalty=0
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return response['choices'][0]['text']
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def answer_question(question, context):
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response = openai.Completion.create(
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engine="text-davinci-003",
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prompt=f"Q: {question}\nContext: {context}\nAnswer:",
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temperature=0.7,
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max_tokens=150,
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top_p=1,
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frequency_penalty=0,
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presence_penalty=0,
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)
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answer = response.choices[0].text
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return answer
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st.markdown('# Generate and Chat with Transcripts')
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video_title, audio_filename = save_audio(url_link)
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st.audio(audio_filename)
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transcript = audio_to_transcript(audio_filename)
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if not transcript:
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st.error("Transcript generation failed. Please try another video or check the input.")
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else:
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st.header("Transcript")
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st.success(transcript)
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st.header("News Article")
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result = text_to_news_article(transcript)
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st.success(result)
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# Save the files
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transcript_txt = open('transcript.txt', 'w')
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transcript_txt.write(transcript)
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transcript_txt.close()
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article_txt = open('article.txt', 'w')
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article_txt.write(result)
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article_txt.close()
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zip_file = ZipFile('output.zip', 'w')
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zip_file.write('transcript.txt')
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zip_file.write('article.txt')
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zip_file.close()
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with open("output.zip", "rb") as zip_download:
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btn = st.download_button(
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label="Download ZIP",
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data=zip_download,
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file_name="output.zip",
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mime="application/zip"
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)
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st.header("Ask Questions")
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user_question = st.text_input("Ask a question:")
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if st.button("Get Answer"):
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if transcript:
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answer = answer_question(user_question, transcript)
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st.success("Answer: " + answer)
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else:
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st.error("No transcript available. Please analyze a video first.")
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