Spaces:
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Update agent.py
Browse files
agent.py
CHANGED
@@ -245,6 +245,139 @@ class ExcelReaderTool(Tool):
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except Exception as e:
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return f"Error reading Excel file: {str(e)}"
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class PythonCodeReaderTool(Tool):
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name = "read_python_code"
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description = "Reads a Python (.py) file and returns its content as a string."
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@@ -292,6 +425,8 @@ class MagAgent:
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ExcelReaderTool(),
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VisitWebpageTool(),
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PythonCodeReaderTool(),
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# GoogleSearchTool,
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# ImageAnalysisTool,
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],
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except Exception as e:
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return f"Error reading Excel file: {str(e)}"
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+
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import pytesseract
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@tool
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def PNG2FENTool(png_file) -> str:
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"""Tool for converting a PNG file containing a chess board to a FEN position string.
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Args:
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png_file (str): The path to the PNG file.
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Returns:
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str: The FEN position string representing the chess board.
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"""
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# Raises:
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# - FileNotFoundError:
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# If the PNG file does not exist.
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# - ValueError:
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# If the PNG file cannot be processed or does not contain a valid chess board.
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try:
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# Open the PNG file using PIL
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image = Image.open(png_file)
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# Use pytesseract to extract text from the image
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text = pytesseract.image_to_string(image)
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# Process the extracted text to get the FEN position string
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fen_position = process_text_to_fen(text)
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return fen_position
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except FileNotFoundError:
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raise FileNotFoundError("PNG file not found.")
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except Exception as e:
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raise ValueError("Error processing PNG file: " + str(e))
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def process_text_to_fen(text):
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"""
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Processes the extracted text from the image to obtain the FEN position string.
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Parameters:
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- text: str
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The extracted text from the image.
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Returns:
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- str:
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The FEN position string representing the chess board.
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Raises:
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- ValueError:
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If the extracted text does not contain a valid chess board.
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"""
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# Process the text to remove any unnecessary characters or spaces
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processed_text = text.strip().replace("\n", "").replace(" ", "")
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# Check if the processed text matches the expected format of a FEN position string
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if not validate_fen_format(processed_text):
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raise ValueError("Invalid chess board.")
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return processed_text
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def validate_fen_format(fen_string):
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"""
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Validates if a given string matches the format of a FEN (Forsyth–Edwards Notation) position string.
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Parameters:
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- fen_string: str
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The string to be validated.
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Returns:
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- bool:
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True if the string matches the FEN format, False otherwise.
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"""
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# FEN format: 8 sections separated by '/'
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sections = fen_string.split("/")
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if len(sections) != 8:
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return False
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# Check if each section contains valid characters
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for section in sections:
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if not validate_section(section):
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return False
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return True
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def validate_section(section):
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"""
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Validates if a given section of a FEN (Forsyth–Edwards Notation) position string contains valid characters.
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Parameters:
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- section: str
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The section to be validated.
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Returns:
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- bool:
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True if the section contains valid characters, False otherwise.
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"""
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# Valid characters: digits 1-8 or letters 'r', 'n', 'b', 'q', 'k', 'p', 'R', 'N', 'B', 'Q', 'K', 'P'
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valid_chars = set("12345678rnbqkpRNBQKP")
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return all(char in valid_chars for char in section)
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import chess
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import chess.engine
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class ChessEngineTool(Tool):
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name = "chess_engine"
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description = "Analyzes a chess position (FEN) with Stockfish and returns the best move."
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inputs = {
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"fen": {"type": "string", "description": "FEN string of the position."},
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"time_limit": {"type": "number", "description": "Time in seconds for engine analysis.", "nullable": True}
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}
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output_type = "string"
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def forward(self, fen: str, time_limit: float = 0.1) -> str:
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# figure out where the binary actually is
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sf_bin = shutil.which("stockfish") or "/usr/games/stockfish"
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if not sf_bin:
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raise RuntimeError(
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f"Cannot find stockfish on PATH or at /usr/games/stockfish. "
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"Did you install it in apt.txt or via apt-get?"
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)
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board = chess.Board(fen)
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engine = chess.engine.SimpleEngine.popen_uci(sf_bin)
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result = engine.play(board, chess.engine.Limit(time=time_limit))
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engine.quit()
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return board.san(result.move)
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class PythonCodeReaderTool(Tool):
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name = "read_python_code"
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description = "Reads a Python (.py) file and returns its content as a string."
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ExcelReaderTool(),
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VisitWebpageTool(),
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PythonCodeReaderTool(),
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PNG2FENTool(),
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ChessEngineTool(),
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# GoogleSearchTool,
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# ImageAnalysisTool,
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],
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