Update tools.py
Browse files
tools.py
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@@ -7,7 +7,48 @@ from langchain_community.document_loaders import ArxivLoader
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@tool
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def
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"""
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Extract text from an image file using a multimodal model.
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@tool
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def read_excel(file_path: str) -> str:
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"""
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Extract readable text from an Excel file (.xlsx or .xls).
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Args:
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file_path: Path to the Excel file.
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Returns:
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A string representation of all sheets and their content.
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"""
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try:
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df_dict = pd.read_excel(file_path, sheet_name=None) # Read all sheets
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result = []
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for sheet_name, sheet_df in df_dict.items():
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sheet_text = sheet_df.to_string(index=False)
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result.append(f"Sheet: {sheet_name}\n{sheet_text}")
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return "\n\n".join(result)
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except Exception as e:
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return f"Error reading Excel file: {str(e)}"
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@tool
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def read_python(file_path: str) -> str:
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"""
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Extract source code from a Python (.py) file.
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Args:
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file_path: Path to the Python file.
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Returns:
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A string containing the full source code of the file.
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"""
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try:
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with open(file_path, "r", encoding="utf-8") as f:
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return f.read()
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except Exception as e:
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return f"Error reading Python file: {str(e)}"
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@tool
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def extract_text_from_image(img_path: str) -> str:
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"""
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Extract text from an image file using a multimodal model.
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