Why I can not tools desc? use react prompt

[seanzhang-zhichen]

import autogen
import logging
from virus_agent import VirusAgent
from text2sql_agent import GoldenEyesAgent
from autogen import ConversableAgent
from autogen import config_list_from_json
from autogen import register_function
from typing import Annotated

config_list = config_list_from_json(env_or_file="./autogent/config.json")

llm_config = {
"timeout": 600,
"cache_seed": 42,
"config_list": config_list,
"temperature": 0,
}

ReAct_prompt = """
Answer the following questions as best you can. You have access to tools provided.

Use the following format:

Question: the input question you must answer
Thought: you should always think about what to do
Action: the action to take
Action Input: the input to the action
Observation: the result of the action
... (this process can repeat multiple times)
Thought: I now know the final answer
Final Answer: the final answer to the original input question

Begin!
Question: {input}
"""

def react_prompt_message(sender, recipient, context):
return ReAct_prompt.format(input=context["question"])

Let's first define the assistant agent that suggests tool calls.

assistant = ConversableAgent(
name="Assistant",
system_message="You are a helpful assistant.",
llm_config=llm_config,
)

The user proxy agent is used for interacting with the assistant agent

and executes tool calls.

user_proxy = ConversableAgent(
name="User",
llm_config=False,
is_termination_msg=lambda msg: msg.get("content") is not None and "TERMINATE" in msg["content"],
human_input_mode="ALWAYS",
)

Register the calculator function to the two agents.

register_function(
query_xxxx,
caller=assistant, # The assistant agent can suggest calls to the calculator.
executor=user_proxy, # The user proxy agent can execute the calculator calls.
name="query_xxxx", # By default, the function name is used as the tool name.
description="分析助手", # A description of the tool.
)

register_function(
query_xxxxx,
caller=assistant, # The assistant agent can suggest calls to the calculator.
executor=user_proxy, # The user proxy agent can execute the calculator calls.
name="query_xxxx", # By default, the function name is used as the tool name.
description="问答助手", # A description of the tool.
)

query = """
xxxx
"""

chat_result = user_proxy.initiate_chat(
assistant, message=react_prompt_message, question=query)

print(chat_result)

[yonitjio]

I don't know what is the question, but I will assume the question is about function calling. Perhaps the question is "Why is it not working using react prompt?"

Assuming everything else is in order, my guess is it's because you don't have function query_xxxx. Also don't register function query_xxxx and query_xxxxx with the same name.

My suggestion is, change the question/issue so other can understand what is it about.

[seanzhang-zhichen]

I don't know what is the question, but I will assume the question is about function calling. Perhaps the question is "Why is it not working using react prompt?"

Assuming everything else is in order, my guess is it's because you don't have function query_xxxx. Also don't register function query_xxxx and query_xxxxx with the same name.

My suggestion is, change the question/issue so other can understand what is it about.

i forgot push my register code.i am sure that i have register the tool. but i can not see the tool in system prompt.

[yonitjio]

Back to my previous suggestion, please change the issue to a more informative way.

We're here to help each other, but please understand we can't do anything knowing the details first. For example, in this case we don't know what model you are using (openai, non openai?), in what way you are inspecting the system prompt, etc.

You can try to use autogen logging feature to inspect the messages. Please see this for more detail and examples: https://microsoft.github.io/autogen/docs/notebooks/agentchat_logging/

For function calling, please see this example: https://github.com/microsoft/autogen/blob/main/notebook/agentchat_function_call_currency_calculator.ipynb