LangGraph: LangGraph is another very powerful and promising multi-agent framework for building stateful, multi-actor applications with LLMs, built on top of LangChain. It extends the LangChain Expression Language with the ability to coordinate multiple chains (or actors) across multiple steps of c...
Annotated from langchain_core.agents import AgentFinish from langgraph.prebuilt.tool_executor import ...
create_tool_calling_agentfromlangchain_openaiimportChatOpenAI@tooldefmultiply(first_int:int,second_int:int)->int:"""Multiply two integers together."""returnfirst_int*second_int@tooldefadd(first_int:int,second_int:int)->int:"Add two integers."returnfirst_int+second_int@tooldefexponentiate(base...
collaborationperceptionrobustmultiagentobject-detectioncollaborative-perception UpdatedJul 23, 2024 Python A multi agent path planning solution under a warehouse scenario using Q learning and transfer learning.🤖️ reinforcement-learningq-learningpath-planningwarehousemultiagenttransfer-learningcollision-avoidance...
docs/docs/tutorials/multi_agent/multi-agent-collaboration.ipynb Nit: Change of the function name changes what's shown to the LLM. I don't know that "tool" makes it easier for the LLM to do things correctly. @tool def python_repl_tool( ...
ACM Trans Graph , 2017 , 36: 1 -11 CrossRef Google Scholar [36] Liu X, Guo D, Liu H. Multi-Agent Embodied Visual Semantic Navigation With Scene Prior Knowledge. IEEE Robot Autom Lett , 2022 , 7: 3154 -3161 CrossRef Google Scholar [37] Wu L, Xu M, Wang J. Recall Wh...
_agentfromlangchain.chat_modelsimportChatOpenAIfromlangchain.chains.conversation.memoryimportConversationBufferWindowMemoryfromtoolsimportImageCaptionTool, ObjectDetectionToolfromtempfileimportNamedTemporaryFile### Initialize agent ###tools=[ImageCaptionTool(), ObjectDetectionTool()] conversational_memory=Conversation...
ACM Trans Graph , 2017 , 36: 1 -11 CrossRef Google Scholar [36] Liu X, Guo D, Liu H. Multi-Agent Embodied Visual Semantic Navigation With Scene Prior Knowledge. IEEE Robot Autom Lett , 2022 , 7: 3154 -3161 CrossRef Google Scholar [37] Wu L, Xu M, Wang J. Recall Wh...
First, I need to test to see if Agent#1 entered into a long position. If the close of yesterday is greater than the moving average, inclusive of yesterdays close, and there has been two consecutive down closes, then I know a trade should have been entered on todays open. EasyLanguage’...
So, it can also be adapted to create multi-agent systems.LangGraph:虽然严格来说不是一个多代理框架,但 LangGraph 允许使用图形结构定义参与者之间的复杂交互。因此,它也可以用于创建多代理系统。 CrewAI: Positioned as a high-level framework, CrewAI facilitates the creation of “crews” consisting of ...