Update app.py
Browse files
app.py
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@@ -1,6 +1,7 @@
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# importing the required libraries and classes
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import os
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import gradio as gr
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from langchain_openai import OpenAI
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from langchain.prompts import PromptTemplate
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from pytube import YouTube
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@@ -8,8 +9,11 @@ from youtube_transcript_api import YouTubeTranscriptApi
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from langchain.chains import LLMChain
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from langchain_openai import ChatOpenAI
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#
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@@ -24,8 +28,10 @@ def get_transcript(youtube_url):
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transcript_text = " ".join([entry["text"] for entry in transcript])
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return transcript_text
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def get_title(youtube_url):
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""" This function will return the Title of the given YouTube URL """
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@@ -34,8 +40,9 @@ def get_title(youtube_url):
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yt_video = YouTube(youtube_url)
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return yt_video.title
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def get_result(url,content):
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""" This function will return the content(type of content provided by the user)"""
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@@ -43,6 +50,10 @@ def get_result(url,content):
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# getting the title and transcript of the Youtube URL
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title,transcript = get_title(url) , get_transcript(url)
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# this template is for the Article or Stories
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basic_template = "Imagine you're a content creator. Your task is to create {user_input} by leveraging the provided title and transcript creatively. Craft a compelling {user_input} that engages the audience and leverages the information from the video in an about 800-1000 words. Your output should be creative. Specifics: The YouTube video is titled '{title}', and you have access to its transcript: {transcript}"
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@@ -67,7 +78,10 @@ def get_result(url,content):
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)
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# invoking the chain and return the output i.e. content
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# importing the required libraries and classes
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import os
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import gradio as gr
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from dotenv import load_dotenv
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from langchain_openai import OpenAI
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from langchain.prompts import PromptTemplate
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from pytube import YouTube
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from langchain.chains import LLMChain
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from langchain_openai import ChatOpenAI
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# Load environment variables from .env file
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load_dotenv()
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# Access the API key
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openai_api_key = os.getenv("OPENAI_API_KEY")
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transcript_text = " ".join([entry["text"] for entry in transcript])
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return transcript_text
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# returning -1, if the URL is not valid
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except:
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return -1
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def get_title(youtube_url):
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""" This function will return the Title of the given YouTube URL """
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yt_video = YouTube(youtube_url)
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return yt_video.title
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# returning -1, if the URL is not valid
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except:
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return -1
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def get_result(url,content):
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""" This function will return the content(type of content provided by the user)"""
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# getting the title and transcript of the Youtube URL
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title,transcript = get_title(url) , get_transcript(url)
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# if the URL is not valid
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if title == -1 and transcript == -1:
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return f'The provided url: "{url}" is not valid. Please provide a valid URL.'
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# this template is for the Article or Stories
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basic_template = "Imagine you're a content creator. Your task is to create {user_input} by leveraging the provided title and transcript creatively. Craft a compelling {user_input} that engages the audience and leverages the information from the video in an about 800-1000 words. Your output should be creative. Specifics: The YouTube video is titled '{title}', and you have access to its transcript: {transcript}"
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)
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# invoking the chain and return the output i.e. content
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try:
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return chain.invoke({'title':title,'transcript':transcript,'user_input':content})['text']
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except Exception as e:
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return f'Error: {e}'
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