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Browse files- app.py +91 -0
- requirements.txt +82 -0
app.py
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import streamlit as st
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import openai
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from pytube import YouTube
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import os
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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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def load_model():
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model = whisper.load_model("base")
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return model
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def save_audio(url):
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yt = YouTube(url)
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video = yt.streams.filter(only_audio=True).first()
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out_file = video.download()
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base, ext = os.path.splitext(out_file)
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file_name = base + '.mp3'
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try:
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os.rename(out_file, file_name)
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except WindowsError:
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os.remove(file_name)
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os.rename(out_file, file_name)
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audio_filename = Path(file_name).stem+'.mp3'
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print(yt.title + " Has been successfully downloaded")
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print(file_name)
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return yt.title, audio_filename
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def audio_to_transcript(audio_file):
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model = load_model()
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result = model.transcribe(audio_file)
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transcript = result["text"]
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return transcript
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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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)
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return response['choices'][0]['text']
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st.markdown('# 📝 **News Article Generator App**')
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st.header('Input the Video URL')
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url_link = st.text_input('Enter URL of YouTube video:')
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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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st.header("Transcript are getting generated...")
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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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requirements.txt
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aiohttp==3.8.5
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aiosignal==1.3.1
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altair==5.1.2
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async-timeout==4.0.3
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attrs==23.1.0
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blinker==1.6.2
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cachetools==5.3.1
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certifi==2023.7.22
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charset-normalizer==3.3.0
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click==8.1.7
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cmake==3.27.6
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filelock==3.12.4
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frozenlist==1.4.0
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gitdb==4.0.10
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GitPython==3.1.37
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idna==3.4
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importlib-metadata==6.8.0
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Jinja2==3.1.2
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jsonschema==4.19.1
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jsonschema-specifications==2023.7.1
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lit==17.0.2
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llvmlite==0.41.0
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markdown-it-py==3.0.0
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MarkupSafe==2.1.3
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mdurl==0.1.2
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more-itertools==10.1.0
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mpmath==1.3.0
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multidict==6.0.4
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networkx==3.1
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numba==0.58.0
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numpy==1.25.2
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nvidia-cublas-cu11==11.10.3.66
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nvidia-cuda-cupti-cu11==11.7.101
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nvidia-cuda-nvrtc-cu11==11.7.99
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nvidia-cuda-runtime-cu11==11.7.99
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nvidia-cudnn-cu11==8.5.0.96
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nvidia-cufft-cu11==10.9.0.58
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nvidia-curand-cu11==10.2.10.91
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nvidia-cusolver-cu11==11.4.0.1
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nvidia-cusparse-cu11==11.7.4.91
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nvidia-nccl-cu11==2.14.3
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nvidia-nvtx-cu11==11.7.91
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openai==0.28.1
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openai-whisper @ git+https://github.com/openai/whisper.git@0a60fcaa9b86748389a656aa013c416030287d47
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packaging==23.2
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pandas==2.1.1
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Pillow==10.0.1
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protobuf==4.24.4
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pyarrow==13.0.0
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pydeck==0.8.1b0
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pydub==0.25.1
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Pygments==2.16.1
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python-dateutil==2.8.2
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python-dotenv==1.0.0
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pytube==15.0.0
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pytz==2023.3.post1
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referencing==0.30.2
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regex==2023.10.3
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requests==2.31.0
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rich==13.6.0
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rpds-py==0.10.3
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six==1.16.0
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smmap==5.0.1
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streamlit==1.27.2
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sympy==1.12
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tenacity==8.2.3
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tiktoken==0.3.3
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toml==0.10.2
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toolz==0.12.0
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torch==2.0.1
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tornado==6.3.3
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tqdm==4.66.1
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triton==2.0.0
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typing_extensions==4.8.0
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tzdata==2023.3
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tzlocal==5.1
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urllib3==2.0.6
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validators==0.22.0
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watchdog==3.0.0
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whisper==1.1.10
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yarl==1.9.2
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zipp==3.17.0
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