Python Interpreter Tool

Archytas provides a (currently a work in progress) python tool that allows the LLM to write/run scripts in a persistent environment.

Usage

from archytas.tools import PythonTool


tools = [PythonTool]
agent = ReActAgent(tools=tools, verbose=True)

# query agent
response = agent.query('write me a script that prints out the first 100 prime numbers')
print(response)
#etc...

Demo

click to watch original video on youtube

The user input in the demo follows the following script:

write a python script to download the csv from this link: https://covid.ourworldindata.org/data/owid-covid-data.csv
now load the csv into a dataframe and print out the columns and head
that's a lot of data, can you filter for just new US cases?
can you plot this
in the plot, there are too many dates on the x-axis, so they all just overlap into one big black blob. Can you fix that?
there seem to be some cyclicalities and artifacts in the raw data. Can you plot a 7-day moving average?
looks good. Can you tell me what day had the most new cases?
What was the mean and median number of new cases? use the 7-day moving average
Can you plot a histogram of the new daily cases (from the 7-day average) and mark the mean and median

The only special libraries that are in the environment are pandas, and matplotlib