fix:core agent dependent prompt service bug

[Aries-ckt]

Close #2097

Description

core agent dependent prompt service bug (Temporary solution)

How Has This Been Tested?

import asyncio
import os

from dbgpt.agent import AgentContext, AgentMemory, LLMConfig, UserProxyAgent
from dbgpt.agent.expand.tool_assistant_agent import ToolAssistantAgent
from dbgpt.agent.resource import ToolPack, tool
from dbgpt.model.proxy.llms.chatgpt import OpenAILLMClient
from pydantic import BaseModel, Field


class ArgsSchema(BaseModel):
    a: int = Field(description="The first number.")
    b: int = Field(description="The second number.")


@tool(args_schema=ArgsSchema)
def two_sum(a: int, b: int) -> int:
    """Add two numbers and return the sum."""
    return a + b


tools = ToolPack([two_sum])


async def main():
    llm_client = OpenAILLMClient(
        model_alias="gpt-4o",
        api_base=os.getenv("OPENAI_API_BASE"),
        api_key=os.getenv("OPENAI_API_KEY"),
    )

    context: AgentContext = AgentContext(
        conv_id="test123", language="en", temperature=0.5, max_new_tokens=2048
    )
    agent_memory = AgentMemory()

    user_proxy = await UserProxyAgent().bind(agent_memory).bind(context).build()

    tool_man = (
        await ToolAssistantAgent()
        .bind(context)
        .bind(LLMConfig(llm_client=llm_client))
        .bind(agent_memory)
        .bind(tools)
        .build()
    )

    await user_proxy.initiate_chat(
        recipient=tool_man,
        reviewer=user_proxy,
        message="Calculate the product of 10 and 99",
    )

    await user_proxy.initiate_chat(
        recipient=tool_man,
        reviewer=user_proxy,
        message="Count the number of files in /tmp",
    )

    print("Done!")


if __name__ == "__main__":
    asyncio.run(main())

Snapshots:

Include snapshots for easier review.

Checklist:

• My code follows the style guidelines of this project
• I have already rebased the commits and make the commit message conform to the project standard.
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• Any dependent changes have been merged and published in downstream modules

[csunny]

r+

[yhjun1026]

r+