YouTube Agent

The YouTube Agent allows users to fetch, transcribe, summarize, and query video content directly from YouTube URLs. It leverages robust scraping utilities and transcription modules to transform standard streaming videos into a searchable, interactive knowledge base.

Key Functions

• URL Scraping & Downloading: Connects to YouTube and processes media using yt-dlp.
• Transcription & Summarization: Transcribes audio to text, and creates detailed summaries and key study notes.
• RAG Integration: Indexes the transcription segments directly into a vector database (e.g., Weaviate Vector Store) to enable downstream conversational query operations.

Process Overview

Usage Guide

To process a YouTube video, the platform runs a script that downloads the stream and indexes its transcript. Here is an example of what is happening under the hood:

import os
from aih import ChatBot
 
# Initialize a ChatBot targeting a YouTube URL
chatbot = ChatBot.youtube_chat(
    video_url="https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    system_prompt="Analyze the video contents and answer user queries objectively."
)
 
# Start chatting with the YouTube video content
response = chatbot.chat("What is the core message of this video?")
print(response.text)