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Add 8_code_executor_boken_images.py
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johnnyoshika committed Jun 13, 2024
1 parent 7098cab commit 5007937
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53 changes: 53 additions & 0 deletions 8_code_executor_boken_images.py
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# This is a continuation of 7_code_executor_links.py

import os
from dotenv import load_dotenv
# For 'import autogen' to work, had to 'pip install packaging'
from autogen import AssistantAgent, UserProxyAgent
from autogen.coding import DockerCommandLineCodeExecutor

load_dotenv()

# For some reason I need proxyman running and OPENAI_BASE_URL set to http://localhost:10800/v1 for this to work 🤷‍♂️
llm_config = {
'model': 'gpt-4o',
'api_key': os.getenv('OPENAI_API_KEY'),
'base_url': os.getenv('OPENAI_BASE_URL') if os.getenv('OPENAI_BASE_URL') else None,
}


directory = '/Users/johnny/Downloads/instructor-help'

# Create a Docker command line code executor.
executor = DockerCommandLineCodeExecutor(
# Execute code using the given docker image name.
image="python:3.12-slim",
timeout=100, # Timeout for each code execution in seconds.
# Use the temporary directory to store the code files.
work_dir=directory,
)

code_executor_agent = UserProxyAgent(
"code_executor_agent",
# Use the docker command line code executor.
code_execution_config={"executor": executor},
)

code_writer_agent = AssistantAgent(
"code_writer_agent",
llm_config=llm_config,
)

website = 'https://instructor-help.examind.io/'

chat_result = code_executor_agent.initiate_chat(
code_writer_agent,
message="Write Python code to read links.json in the directory, "
"scrape each link in the links.json file, and find all img src attribute values. "
f"Keep track of all src values that aren't either absolute {website} paths or relative paths. "
"Continue this process for every link in the links.json file. "
"Save all tracked src along with the page URL where it's located to a file named images.json in JSON format."
)

# When the code executor is no longer used, stop it to release the resources.
# executor.stop()

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