ceo-py 0.7.1rc0

CEO is an easy-to-use AI agent framework. Now, you have taken on the role of the chairman of the board, instruct your CEO to carry out the task for you.

CEO

CEO is an easy-to-use AI agent framework. Now, you have taken on the role of the chairman of the board, instruct your CEO to carry out the task for you.

Installation

• From PYPI

  pip install ceo-py
  

• From Github

  Download .whl first then run

  pip install ./ceo_py-x.x.x-py3-none-any.whl
  

These Projects Are Built With ceo-py

• CEO-Alfred-TheProcessManager

• CEO-Tomohiro

• CEO-Captain

Examples

• Compound Tasks

  1. Find the surface area and volume of a sphere and write the results into a file.

     from ceo import Agent, get_openai_model
     from sympy import simplify
     from dotenv import load_dotenv
     
     from ceo.util import ability
     
     load_dotenv()
     
     
     @ability
     def constant_calculate(expr: str) -> float:
         return simplify(expr)
     
     
     @ability
     def write_file(filename: str, content: str) -> bool:
         with open(filename, 'w', encoding='utf-8') as f:
             f.write(content)
         return True
     
     
     if __name__ == '__main__':
         ceo = Agent(abilities=[constant_calculate, write_file], brain=get_openai_model(), name='test')
         ceo.assign("Here is a sphere with radius of 3.1121 cm and pi here is 3.14159, find the area and volume respectively then write the results into a file called 'result.txt'.")
         result = ceo.just_do_it()
         print(result)
     

     # result.txt
     Surface Area: 121.707287767968 cm²
     Volume: 126.255083420897 cm³
     

     # stdout
     test: Your intention is to calculate the surface area and volume of a sphere with a radius of 3.1121 cm using pi as 3.14159, and to save the results in 'result.txt'. I have successfully achieved your intention. 
     
     The calculations I performed are as follows:
     - Surface Area: 121.707287767968 cm²
     - Volume: 126.255083420897 cm³
     
     I also saved these results in 'result.txt'.
     

• Multi-agent Task

  1. Ask the suitable agents to find the surface area and volume of a sphere and write the results into a file.

     import sys
     
     import sympy
     from dotenv import load_dotenv
     
     from ceo import Agent, get_openai_model
     from ceo.util import agentic, ability
     
     load_dotenv()
     sys.set_int_max_str_digits(10**8)
     
     model = get_openai_model()
     
     
     @ability
     def calculator(expr: str) -> float | str:
         expr = expr.replace(',', '')
         expr = expr.replace('_', '')
         try:
             try:
                 return sympy.simplify(expr, rational=None)
             except ValueError as ve:
                 return ve.__repr__()
         except sympy.SympifyError as se:
             return se.__repr__()
     
     
     @ability
     def write_file(filename: str, content: str) -> bool:
         with open(filename, 'w', encoding='utf-8') as f:
             f.write(content)
         return True
     
     
     @agentic(Agent(abilities=[calculator], brain=model, name='Jack'))
     def agent1():
         return
     
     
     @agentic(Agent(abilities=[write_file], brain=model, name='Tylor'))
     def agent2():
         return
     
     
     if __name__ == '__main__':
         agent = Agent(abilities=[agent1, agent2], brain=model, name='test')
         result = agent.assign("Here is a sphere with a radius of 9.987 cm and pi here is 3.14159, "
                     "find the area and volume respectively, "
                     "then write the results into a file called 'result.txt'.").just_do_it()
         print(result)
     

     # result.txt
     Calculated Surface Area: 1253.37 cm²
     Calculated Volume: 4172.47 cm³
     

     test: Your intention is to calculate the surface area and volume of a sphere with a radius of 9.987 cm using pi = 3.14159, and to save the results in a file named 'result.txt'. I have successfully achieved your intention. 
     
     The calculations yielded the following results:
     - The surface area of the sphere is approximately 1253.37 cm².
     - The volume of the sphere is approximately 4172.47 cm³.
     
     Additionally, I have written these results into 'result.txt', and the write operation was successful.