Delete tools.py
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tools.py
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import base64
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from openai import OpenAI
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from smolagents import tool
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import pandas as pd
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import os
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OPEN_AI_CLIENT = OpenAI()
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@tool
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def extract_data(filename: str) -> str:
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"""
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Extracts data from an Excel file and returns it as a CSV-formatted string.
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Args:
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filename: The path to the Excel file to extract data from.
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Returns:
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str: The extracted data in CSV format or an error message.
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Raises:
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Exception: If there is an issue with reading the Excel file.
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"""
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try:
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df = pd.read_excel(filename)
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return df.to_csv(index=False)
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except Exception as e:
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return f"Error extracting data from Excel: {str(e)}"
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@tool
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def transcribe_mp3(filename: str) -> str:
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"""
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Transcribes speech from an MP3 file using the OpenAI Whisper API.
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Args:
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filename: The path to the MP3 file to transcribe.
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Returns:
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str: The transcribed text or an error message.
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Raises:
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Exception: If there is an issue with the transcription process.
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"""
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try:
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with open(filename, "rb") as audio_file:
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transcript = OPEN_AI_CLIENT.audio.transcriptions.create(
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model="whisper-1", file=audio_file
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)
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return transcript.text
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except Exception as e:
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return f"Error transcribing audio: {str(e)}"
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@tool
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def describe_image(prompt: str, filename: str) -> str:
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"""
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Describes the content of an image using the OpenAI Vision API.
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Args:
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prompt: A prompt to guide the description.
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filename: The path to the image file to describe.
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Returns:
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str: The description of the image or an error message.
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Raises:
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Exception: If there is an issue with the description process.
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"""
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try:
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with open(filename, "rb") as image_file:
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base64_image = base64.b64encode(image_file.read()).decode("utf-8")
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response = OPEN_AI_CLIENT.responses.create(
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model="gpt-4.1",
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input=[
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{
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"role": "user",
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"content": [
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{"type": "input_text", "text": prompt},
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{
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"type": "input_image",
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"image_url": f"data:image/jpeg;base64,{base64_image}",
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},
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],
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}
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],
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)
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return response.output_text
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except Exception as e:
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return f"Error describing image: {str(e)}"
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