Spaces:
Runtime error
Runtime error
File size: 1,308 Bytes
1bcd797 fe6bb02 6f37fff 1bcd797 974a2b2 1bcd797 520a66e 1bcd797 fe6bb02 520a66e 1bcd797 974a2b2 1bcd797 520a66e 1bcd797 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
from transformers import pipeline
from youtube_transcript_api import YouTubeTranscriptApi
#from IPython.display import YouTubeVideo
import streamlit as st
def summarize(result):
summarizer = pipeline('summarization')
num_iters = int(len(result)/1000)
summarized_text = []
for i in range(0, num_iters + 1):
start = 0
start = i * 1000
end = (i + 1) * 1000
print("input text \n" + result[start:end])
out = summarizer(result[start:end])
out = out[0]
out = out['summary_text']
print("Summarized text\n"+out)
summarized_text.append(out)
st.write(summarized_text)
def get_transcript(video_id,language):
#youtube_video = "https://www.youtube.com/watch?v=A4OmtyaBHFE"
#video_id = youtube_video.split("=")[1]
#video_id
#st.write(YouTubeVideo(video_id))
transcript = YouTubeTranscriptApi.get_transcript(video_id,languages=[language], preserve_formatting=True)
print(transcript[0:5])
result = ""
for i in transcript:
result += ' ' + i['text']
#print(result)
print(len(result))
st.write(result)
def main():
video_id=st.text_input("enter video id ")
language=st.text_input("Language", value="en")
if video_id and language:
get_transcript(video_id,language)
main() |