app.py

from youtube_transcript_api import YouTubeTranscriptApi
from openai import OpenAI
import gradio as gr

def youtube_url(url):
  
  """
  Function to retrieve the transcript of a YouTube video based on the provided URL.
  
  Parameters:
  url (str): The URL of the YouTube video.
  
  Returns:
  str: The transcript of the video.
  """

  transcript = ""
  list=url.split("=")
  video_id = list[1]
  list = YouTubeTranscriptApi.get_transcript(video_id, languages=['tr', 'en',"de"])
  for dict in list:
      transcript += dict["text"] + "\n"
  return transcript



def summarizer(prompt, base_url, model, api_key):
  """
  This function takes a prompt, base_url, model, and api_key as parameters and uses the OpenAI API or DeepSeek API to generate a summary based on the prompt. It returns the generated summary.
  """
  
  system_msg = "you are a youtube transcript summarizer."

  client = OpenAI(api_key = api_key, base_url=base_url)

  completion = client.chat.completions.create(
    model=model,
    messages=[
        {"role": "system", "content": system_msg},
        {"role": "user", "content": prompt}
    ]
  )
  summary = completion.choices[0].message.content
  return summary


def main(url, model, api_key):     
  """
  This function takes in a URL, model, and API key as parameters and returns a summary of the given transcript.
  """

  if model == "deepseek-chat":
    base_url = "https://api.deepseek.com/v1"
  
  else:
    base_url = None
  
  transcript = youtube_url(url)
  query=f"summarize this {transcript} transcript"
  summary = summarizer(query, base_url, model, api_key)
  return summary


iface = gr.Interface(
    fn=main,
    inputs=[
        gr.Textbox(label="YouTube URL", type="text"),
        gr.Dropdown(label="Model Seçimi", choices = ["deepseek-chat", "gpt-3 turbo", "gpt-3.5-turbo"]),
        gr.Textbox(label="Api Key", type="text")
    ],
    outputs="text",
    
    title="Video Özeti Oluşturucu",
    description="Bir YouTube videosunun URL'sini girin ve özetini alın."
)

iface.launch(debug = True)