Pyton

PythonTools enable an Agent to write and run python code.

​Example

The following agent will write a python script that creates the fibonacci series, save it to a file, run it and return the result.

cookbook/tools/python_tools.py

from bitca.agent import Agent
from bitca.tools.python import PythonTools

agent = Agent(tools=[PythonTools()], show_tool_calls=True)
agent.print_response("Write a python script for fibonacci series and display the result till the 10th number")

​Toolkit Params

Parameter	Type	Default	Description
base_dir	Path	None	Specifies the base directory for operations. Default is None, indicating the current working directory.
save_and_run	bool	True	If True, saves and runs the code. Useful for execution of scripts after saving.
pip_install	bool	False	Enables pip installation of required packages before running the code.
run_code	bool	False	Determines whether the code should be executed.
list_files	bool	False	If True, lists all files in the specified base directory.
run_files	bool	False	If True, runs the Python files found in the specified directory.
read_files	bool	False	If True, reads the contents of the files in the specified directory.
safe_globals	dict	-	Specifies a dictionary of global variables that are considered safe to use during the execution.
safe_locals	dict	-	Specifies a dictionary of local variables that are considered safe to use during the execution.

​Toolkit Functions

Function	Description
save_to_file_and_run	This function saves Python code to a file called file_name and then runs it. If successful, returns the value of variable_to_return if provided otherwise returns a success message. If failed, returns an error message. Make sure the file_name ends with .py
run_python_file_return_variable	This function runs code in a Python file. If successful, returns the value of variable_to_return if provided otherwise returns a success message. If failed, returns an error message.
read_file	Reads the contents of the file file_name and returns the contents if successful.
list_files	Returns a list of files in the base directory
run_python_code	This function runs Python code in the current environment. If successful, returns the value of variable_to_return if provided otherwise returns a success message. If failed, returns an error message.
pip_install_package	This function installs a package using pip in the current environment. If successful, returns a success message. If failed, returns an error message.