DB-GPT/examples/agents/awel_layout_agents_chat_examples.py
Fangyin Cheng e4b329ee21
refactor(v0.7.0): restructure modules and config handling (#2358)
Co-authored-by: aries_ckt <916701291@qq.com>
2025-02-21 19:54:53 +08:00

96 lines
2.8 KiB
Python

"""Agents: auto plan agents example?
Examples:
Execute the following command in the terminal:
Set env params.
.. code-block:: shell
export SILICONFLOW_API_KEY=sk-xx
export SILICONFLOW_API_BASE=https://xx:80/v1
run example.
..code-block:: shell
python examples/agents/awel_layout_agents_chat_examples.py
"""
import asyncio
import os
from dbgpt.agent import (
AgentContext,
AgentMemory,
LLMConfig,
UserProxyAgent,
WrappedAWELLayoutManager,
)
from dbgpt.agent.expand.resources.search_tool import baidu_search
from dbgpt.agent.expand.summary_assistant_agent import SummaryAssistantAgent
from dbgpt.agent.expand.tool_assistant_agent import ToolAssistantAgent
from dbgpt.agent.resource import ToolPack
from dbgpt.util.tracer import initialize_tracer
initialize_tracer("/tmp/agent_trace.jsonl", create_system_app=True)
async def main():
agent_memory = AgentMemory()
agent_memory.gpts_memory.init(conv_id="test456")
try:
from dbgpt.model.proxy.llms.siliconflow import SiliconFlowLLMClient
llm_client = SiliconFlowLLMClient(
model_alias=os.getenv(
"SILICONFLOW_MODEL_VERSION", "Qwen/Qwen2.5-Coder-32B-Instruct"
),
)
context: AgentContext = AgentContext(
conv_id="test456", gpts_app_name="信息析助手"
)
tools = ToolPack([baidu_search])
tool_engineer = (
await ToolAssistantAgent()
.bind(context)
.bind(LLMConfig(llm_client=llm_client))
.bind(agent_memory)
.bind(tools)
.build()
)
summarizer = (
await SummaryAssistantAgent()
.bind(context)
.bind(agent_memory)
.bind(LLMConfig(llm_client=llm_client))
.build()
)
manager = (
await WrappedAWELLayoutManager()
.bind(context)
.bind(agent_memory)
.bind(LLMConfig(llm_client=llm_client))
.build()
)
manager.hire([tool_engineer, summarizer])
user_proxy = await UserProxyAgent().bind(context).bind(agent_memory).build()
await user_proxy.initiate_chat(
recipient=manager,
reviewer=user_proxy,
message="查询北京今天天气",
# message="查询今天的最新热点财经新闻",
# message="Find papers on gpt-4 in the past three weeks on arxiv, and organize their titles, authors, and links into a markdown table",
# message="find papers on LLM applications from arxiv in the last month, create a markdown table of different domains.",
)
finally:
agent_memory.gpts_memory.clear(conv_id="test456")
if __name__ == "__main__":
## dbgpt-vis message infos
asyncio.run(main())