Возникла проблема при использовании Conversable Agent Autogen ⇐ Python

[Anonymous]

Это функция Conversable Agent:

Код: Выделить всё

def create_scoring_agent() -> ConversableAgent:
"""Creates an LLM-powered agent for extracting food and service scores from reviews."""
scoring_agent_system_message = """
You are an assistant that evaluates restaurant reviews. Your task is to:
1. Identify adjectives describing food and customer service in the review.
2. Assign scores based on the following rules:
- Score 1: awful, horrible, disgusting
- Score 2: bad, unpleasant, offensive
- Score 3: average, uninspiring, forgettable
- Score 4: good, enjoyable, satisfying
- Score 5: awesome, incredible, amazing
Return the result as a JSON object with "food_score" and "service_score".
Example:
Review: "The food was average, but the customer service was unpleasant."
Output: {"food_score": 3, "service_score": 2}
"""
return ConversableAgent(
name="scoring_agent",
system_message=scoring_agent_system_message,
llm_config={
"config_list": [
{
"model": "gpt-4o-mini",
"api_key": os.environ.get("OPENAI_API_KEY")  # Fetch API key from environment variable
}
]
}
)

def analyze_reviews_with_agent(reviews: List[str]) -> Dict[str, List[int]]:
"""Uses an agent to analyze reviews and extract scores."""
agent = create_scoring_agent()
food_scores, service_scores = [], []

for review in reviews:
# Send the review to the agent for scoring
user_message = f"Analyze this review: '{review}'. Extract food_score and service_score."
print(user_message)
**response = agent.initiate_chat([{"role": "user", "content": user_message}])**
print(response)

# Parse the agent's response
try:
result = eval(response["content"])  # Convert string to dictionary
food_scores.append(result["food_score"])
service_scores.append(result["service_score"])
except Exception as e:
print(f"Error processing review: {review}. Error: {e}")

return {"food_scores": food_scores, "customer_service_scores": service_scores}

• Ошибка:
  Произошло исключение: AttributeError
  Объект «список» не имеет атрибута «_raise_Exception_on_async_reply_functions»
  Файл «/Users/shubham.gaur/Documents/Assignments/llm-agents/lab01_release/main.py», строка 113, в анализе_reviews_with_agent
  response = Agent.initiate_chat([{"role": "user", "content": user_message}])
  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^
  Файл "/Users/shubham.gaur/Documents/Assignments/llm-agents/lab01_release/main.py", строка 156, в main
  scores = Analysis_reviews_with_agent(reviews.get(user_query, []))
  ^^^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  Файл "/Users/shubham.gaur/Documents/Assignments/llm-agents/lab01_release/main.py", строка 172, в
  main(sys.argv[1])
  AttributeError: ' Объект list» не имеет атрибута «_raise_Exception_on_async_reply_functions»

Я просто инициировал чат с агентом, чтобы он вызывал gpt по запросу.
Чтобы лучше понять суть, взгляните на скриншот. происходит сбой в функции Analysis_reviews_with_agent.



Подробнее здесь: https://stackoverflow.com/questions/792 ... nt-autogen