from langchain.tools import Tool from youtube_transcript_api import YouTubeTranscriptApi, NoTranscriptFound, TranscriptsDisabled import operator def extract_youtube_transcript(youtube_url: str) -> str: """ Extracts the transcript from a given YouTube video URL. Returns the transcript as a single string or an error message if not found. """ try: video_id = youtube_url.split("v=")[1].split("&")[0] transcript_list = YouTubeTranscriptApi.get_transcript(video_id) transcript = " ".join([item['text'] for item in transcript_list]) return transcript except NoTranscriptFound: return "Error: No transcript found for this video. It might be disabled or not available in English." except TranscriptsDisabled: return "Error: Transcripts are disabled for this video." except Exception as e: return f"Error extracting transcript: {str(e)}" youtube_transcript_tool = Tool( name="youtube_transcript_extractor", func=extract_youtube_transcript, description="Extracts the full transcript from a YouTube video given its URL. Input should be a valid YouTube video URL." ) def add(a: float, b: float) -> float: """Adds two numbers.""" return operator.add(a, b) def subtract(a: float, b: float) -> float: """Subtracts the second number from the first.""" return operator.sub(a, b) def multiply(a: float, b: float) -> float: """Multiplies two numbers.""" return operator.mul(a, b) def divide(a: float, b: float) -> float: """Divides the first number by the second. Returns an error message if division by zero.""" if b == 0: return "Error: Cannot divide by zero." return operator.truediv(a, b) add_tool = Tool( name="calculator_add", func=add, description="Adds two numbers. Input should be two numbers (a, b)." ) subtract_tool = Tool( name="calculator_subtract", func=subtract, description="Subtracts the second number from the first. Input should be two numbers (a, b)." ) multiply_tool = Tool( name="calculator_multiply", func=multiply, description="Multiplies two numbers. Input should be two numbers (a, b)." ) divide_tool = Tool( name="calculator_divide", func=divide, description="Divides the first number by the second. Input should be two numbers (a, b)." )