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71 lines
2.1 KiB
Python
71 lines
2.1 KiB
Python
"""Agents: single agents about CodeAssistantAgent?
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Examples:
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Execute the following command in the terminal:
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Set env params.
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.. code-block:: shell
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export SILICONFLOW_API_KEY=sk-xx
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export SILICONFLOW_API_BASE=https://xx:80/v1
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run example.
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..code-block:: shell
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python examples/agents/retrieve_summary_agent_dialogue_example.py
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"""
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import asyncio
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import os
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from dbgpt.agent import AgentContext, AgentMemory, LLMConfig, UserProxyAgent
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from dbgpt.agent.expand.summary_assistant_agent import SummaryAssistantAgent
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from dbgpt.configs.model_config import ROOT_PATH
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async def main():
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from dbgpt.model.proxy.llms.siliconflow import SiliconFlowLLMClient
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llm_client = SiliconFlowLLMClient(
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model_alias=os.getenv(
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"SILICONFLOW_MODEL_VERSION", "Qwen/Qwen2.5-Coder-32B-Instruct"
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),
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)
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context: AgentContext = AgentContext(
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conv_id="retrieve_summarize", gpts_app_name="Summary Assistant"
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)
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agent_memory = AgentMemory()
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agent_memory.gpts_memory.init(conv_id="retrieve_summarize")
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summarizer = (
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await SummaryAssistantAgent()
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.bind(context)
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.bind(LLMConfig(llm_client=llm_client))
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.bind(agent_memory)
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.build()
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)
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user_proxy = UserProxyAgent(memory=agent_memory, agent_context=context)
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paths_urls = [
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os.path.join(ROOT_PATH, "examples/agents/example_files/Nuclear_power.pdf"),
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os.path.join(ROOT_PATH, "examples/agents/example_files/Taylor_Swift.pdf"),
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"https://en.wikipedia.org/wiki/Modern_Family",
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"https://en.wikipedia.org/wiki/Chernobyl_disaster",
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]
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# TODO add a tool to load the pdf and internet files
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await user_proxy.initiate_chat(
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recipient=summarizer,
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reviewer=user_proxy,
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message=f"I want to summarize advantages of Nuclear Power. You can refer the "
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f"following file paths and URLs: {paths_urls}",
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)
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# dbgpt-vis message infos
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print(await agent_memory.gpts_memory.app_link_chat_message("retrieve_summarize"))
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if __name__ == "__main__":
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asyncio.run(main())
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