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Commit ·
28cc484
1
Parent(s): 417bd68
Added CodeInterpreterTool
Browse files- agent.py +2 -1
- agent_tools/CodeInterpreterTool.py +48 -0
agent.py
CHANGED
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@@ -8,6 +8,7 @@ from agent_tools.FileDownloaderTool import get_downloader_tool
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from agent_tools.ImageReaderTool import get_image_interpreter_tool
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from agent_tools.CalculatorTool import get_calculator_tool
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from agent_tools.PandasTool import get_pandas_tool
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from agent_prompts.SystemPrompt import gaia_system_prompt
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#Logging
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@@ -20,7 +21,7 @@ class GaiaAgent:
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def __init__(self):
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# print(f"ReAct Agent signature--------------------------------------- \n {inspect.signature(ReActAgent.from_tools)} \n ReAct Agent signature--------------------------------------- \n" )
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list_of_search_tools = web_search_tools()
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-
list_of_other_tools = [get_downloader_tool(), get_image_interpreter_tool(), get_calculator_tool(), get_pandas_tool()]
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self.llm = get_language_model()
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self.tools = list_of_search_tools + list_of_other_tools
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from agent_tools.ImageReaderTool import get_image_interpreter_tool
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from agent_tools.CalculatorTool import get_calculator_tool
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from agent_tools.PandasTool import get_pandas_tool
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from agent_tools.CodeInterpreterTool import get_code_interpreter_tool
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from agent_prompts.SystemPrompt import gaia_system_prompt
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#Logging
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def __init__(self):
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# print(f"ReAct Agent signature--------------------------------------- \n {inspect.signature(ReActAgent.from_tools)} \n ReAct Agent signature--------------------------------------- \n" )
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list_of_search_tools = web_search_tools()
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list_of_other_tools = [get_downloader_tool(), get_image_interpreter_tool(), get_calculator_tool(), get_pandas_tool(), get_code_interpreter_tool()]
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self.llm = get_language_model()
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self.tools = list_of_search_tools + list_of_other_tools
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agent_tools/CodeInterpreterTool.py
ADDED
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@@ -0,0 +1,48 @@
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import io
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import contextlib
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from llama_index.core.tools import FunctionTool
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def execute_python_code(file_path: str) -> str:
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"""
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Executes Python code from a given file path and captures its output.
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Args:
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file_path (str): The local path to the .py file to execute.
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"""
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print(f"Executing Python code from: {file_path}")
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# Use io.StringIO to create an in-memory text buffer to capture output
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string_io = io.StringIO()
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try:
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with open(file_path, 'r', encoding='utf-8') as f:
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code = f.read()
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# Use contextlib.redirect_stdout to temporarily redirect all print() output to our in-memory buffer.
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with contextlib.redirect_stdout(string_io):
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exec(code, {})
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# Get the content that was "printed" from the buffer
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output = string_io.getvalue()
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if not output.strip():
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# Fallback for scripts that don't print but end with an expression
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try:
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lines = code.strip().split('\n')
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last_line = lines[-1]
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# Safely evaluate the last line if it's a simple expression
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output = str(eval(last_line, {"__builtins__": None}, {}))
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except:
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output = "Code executed successfully with no print output."
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return f"Successfully executed. Output:\n---\n{output.strip()}\n---"
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except Exception as e:
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return f"Error executing Python code: {e}"
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def get_code_interpreter_tool() -> FunctionTool:
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"""Initializes and returns the Python Code Interpreter tool."""
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return FunctionTool.from_defaults(
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fn=execute_python_code,
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name="python_code_interpreter",
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description="A tool that can execute Python code from a local file and return its output. It takes a 'file_path' as input. Use this to find the output of a provided .py script."
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)
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