Spaces:
Runtime error
Runtime error
Upload 3 files
Browse files- .env +1 -0
- app.py +41 -0
- requirements.txt +5 -0
.env
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
GOOGLE_API_KEY="AIzaSyBXaH75cGy75Ve6aIzJKNT1T51TuDcoWxY"
|
app.py
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from dotenv import load_dotenv
|
3 |
+
load_dotenv() #load all the environment variables
|
4 |
+
import os
|
5 |
+
import google.generativeai as genai
|
6 |
+
from youtube_transcript_api import YouTubeTranscriptApi
|
7 |
+
genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
|
8 |
+
|
9 |
+
prompt="""You are a youtube video summarizer.You will be taking the transcript text and summarizing the entire video
|
10 |
+
and providing the important summary in points.Please provide the summary of the text given here"""
|
11 |
+
#getting the transcript data from the video
|
12 |
+
def extract_transcript_details(youtube_video_url):
|
13 |
+
try:
|
14 |
+
video_id=youtube_video_url.split("=")[1]
|
15 |
+
transcript_text=YouTubeTranscriptApi.get_transcript(video_id)
|
16 |
+
transcript=""
|
17 |
+
for i in transcript_text:
|
18 |
+
transcript+=" "+i["text"]
|
19 |
+
return transcript
|
20 |
+
except Exception as e:
|
21 |
+
raise e
|
22 |
+
#getting the summary from google gemini
|
23 |
+
def generate_gemini_content(transcript_text,prompt):
|
24 |
+
model=genai.GenerativeModel("gemini-pro")
|
25 |
+
response=model.generate_content(prompt+transcript_text)
|
26 |
+
return response.text
|
27 |
+
|
28 |
+
st.title("YouTube Transcript to Detailed Notes Converted")
|
29 |
+
youtube_link=st.text_input("Enter you YouTube Video URL:")
|
30 |
+
|
31 |
+
if youtube_link:
|
32 |
+
video_id=youtube_link.split("=")[1]
|
33 |
+
st.image(f"http://img.youtube.com/vi/{video_id}/0.jpg",use_column_width=True)
|
34 |
+
|
35 |
+
if st.button("Get detailed notes"):
|
36 |
+
transcript_text=extract_transcript_details(youtube_link)
|
37 |
+
|
38 |
+
if transcript_text:
|
39 |
+
summary=generate_gemini_content(transcript_text,prompt)
|
40 |
+
st.markdown("## Detailed Notes:")
|
41 |
+
st.write(summary)
|
requirements.txt
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
youtube_transcript_api
|
2 |
+
streamlit
|
3 |
+
google-generativeai
|
4 |
+
python-dotenv
|
5 |
+
pathlib
|