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import base64, os
from autogen import ConversableAgent, AssistantAgent
from autogen.coding import LocalCommandLineCodeExecutor
def read_file(file_path: str) -> str:
with open(file_path, "r", encoding="utf-8") as file:
return file.read()
def read_image_file(image_file_path: str) -> str:
with open(image_file_path, "rb") as image_file:
image_data = image_file.read()
return base64.b64encode(image_data).decode("utf-8")
def generate_markdown_image(image_data: str) -> str:
return f""
def format_as_markdown(code: str) -> str:
markdown_code = '```\n'
markdown_code += code
markdown_code += '\n```'
return markdown_code
def run_multi_agent(llm, message):
llm_config = {"model": llm}
executor = LocalCommandLineCodeExecutor(
timeout=60,
work_dir="coding",
)
code_executor_agent = ConversableAgent(
name="code_executor_agent",
llm_config=False,
code_execution_config={"executor": executor},
human_input_mode="NEVER",
default_auto_reply="Please continue. If everything is done, reply 'TERMINATE'.",
)
code_writer_agent = AssistantAgent(
name="code_writer_agent",
llm_config=llm_config,
code_execution_config=False,
human_input_mode="NEVER",
)
chat_result = code_executor_agent.initiate_chat(
code_writer_agent,
message=message,
max_turns=10
)
chat_history = ""
for message in chat_history.messages:
chat_history += f"Role: {message['role']}, Content: {message['content']}\n"
image_data = read_image_file("/home/user/app/coding/ytd_stock_gains.png")
markdown_code_png = generate_markdown_image(image_data)
file_name_py = ""
file_name_sh = ""
for file in os.listdir("coding"):
if file:
_, file_extension = os.path.splitext(file)
if file_extension == ".py":
file_name_py = file
if file_extension == ".sh":
file_name_sh = file
try:
file_path_py = "coding/" + file_name_py
code_py = read_file(file_path_py)
markdown_code_py = format_as_markdown(code_py)
file_path_sh = "coding/" + file_name_sh
code_sh = read_file(file_path_sh)
markdown_code_sh = format_as_markdown(code_sh)
except FileNotFoundError:
print(f"Error: File '{file_path_sh}' not found.")
except IOError as e:
print(f"Error reading file '{file_path_sh}': {e.strerror}")
except Exception as e:
print(f"An unexpected error occurred: {e}")
result = markdown_code_png + "\n" + markdown_code_sh + "\n" + markdown_code_py + "\n" + chat_history
print("===")
print(chat_history)
#print(result)
print("===")
return result |