From 11c849a0f96cdd06e418c84dd2b37032b475fcff Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 5 Jul 2023 17:53:55 -0400 Subject: [PATCH] workernode re-creation --- swarms/agents/workers/worker_agent.py | 36 ++++++++++++++++++--------- 1 file changed, 24 insertions(+), 12 deletions(-) diff --git a/swarms/agents/workers/worker_agent.py b/swarms/agents/workers/worker_agent.py index 4af94eb5..a0df676e 100644 --- a/swarms/agents/workers/worker_agent.py +++ b/swarms/agents/workers/worker_agent.py @@ -1,15 +1,17 @@ -from swarms.tools.agent_tools import * +from tools.agent_tools import * +from langchain.tools import BaseTool +from typing import Optional, Type +from langchain.callbacks.manager import ( + AsyncCallbackManagerForToolRun, + CallbackManagerForToolRun, +) # ---------- Worker Node ---------- -# Define the input schema for the WorkerNode -class WorkerNodeInput(BaseModel): - llm: Any = Field(description="Language model") - tools: List[Tool] = Field(description="List of tools") - vectorstore: VectorStore = Field(description="Vector store") - -@tool("WorkerNode", args_schema=WorkerNodeInput) -class WorkerNode: +class WorkerNode(BaseTool): """Useful for when you need to spawn an autonomous agent instance as a worker to accomplish complex tasks, it can search the internet or spawn child multi-modality models to process and generate images and text or audio and so on """ + name = "WorkerNode" + description = "A worker node that can perform complex tasks" + def __init__(self, llm, tools, vectorstore): self.llm = llm self.tools = tools @@ -19,15 +21,25 @@ class WorkerNode: self.agent = AutoGPT.from_llm_and_tools( ai_name=ai_name, ai_role=ai_role, - tools=tools, + tools=self.tools, llm=self.llm, memory=self.vectorstore.as_retriever(search_kwargs=search_kwargs), human_in_the_loop=human_in_the_loop, ) self.agent.chain.verbose = True - def run_agent(self, prompt): + def _run( + self, prompt: str, run_manager: Optional[CallbackManagerForToolRun] = None + ) -> str: + """Use the tool.""" tree_of_thoughts_prompt = """ Imagine three different experts are answering this question. All experts will write down each chain of thought of each step of their thinking, then share it with the group. Then all experts will go on to the next step, etc. If any expert realises they're wrong at any point then they leave. The question is... """ - self.agent.run([f"{tree_of_thoughts_prompt} {prompt}"]) + self.agent.run([f"{tree_of_thoughts_prompt}{prompt}"]) + return "Task completed by WorkerNode" + + async def _arun( + self, prompt: str, run_manager: Optional[AsyncCallbackManagerForToolRun] = None + ) -> str: + """Use the tool asynchronously.""" + raise NotImplementedError("WorkerNode does not support async") \ No newline at end of file