prebuilt.scientific_paper_agent.nodes¶

Attributes¶

`agent_llm`
`base_llm`
`decision_making_llm`
`judge_llm`

Functions¶

`agent_node`(state)	Agent call node that uses the LLM with tools to answer the user query.
`decision_making_node`(state)	Entry point of the workflow. Based on the user query, the model can either respond directly or perform a full research, routing the workflow to the planning node.
`final_answer_router`(state)	Router to end the workflow or improve the answer.
`judge_node`(state)	Node to let the LLM judge the quality of its own final answer.
`planning_node`(state)	Planning node that creates a step by step plan to answer the user query.
`router`(state)	Router directing the user query to the appropriate branch of the workflow.
`should_continue`(state)	Check if the agent should continue or end.
`tools_node`(state)	Tool call node that executes the tools based on the plan.

Module Contents¶

prebuilt.scientific_paper_agent.nodes.agent_node(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Agent call node that uses the LLM with tools to answer the user query.

prebuilt.scientific_paper_agent.nodes.decision_making_node(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Entry point of the workflow. Based on the user query, the model can either respond directly or perform a full research, routing the workflow to the planning node.

prebuilt.scientific_paper_agent.nodes.final_answer_router(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Router to end the workflow or improve the answer.

prebuilt.scientific_paper_agent.nodes.judge_node(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Node to let the LLM judge the quality of its own final answer.

prebuilt.scientific_paper_agent.nodes.planning_node(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Planning node that creates a step by step plan to answer the user query.

prebuilt.scientific_paper_agent.nodes.router(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Router directing the user query to the appropriate branch of the workflow.

prebuilt.scientific_paper_agent.nodes.should_continue(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Check if the agent should continue or end.

prebuilt.scientific_paper_agent.nodes.tools_node(state: haive.prebuilt.scientific_paper_agent.state.AgentState)¶: Tool call node that executes the tools based on the plan.

prebuilt.scientific_paper_agent.nodes.agent_llm¶

prebuilt.scientific_paper_agent.nodes.base_llm¶

prebuilt.scientific_paper_agent.nodes.decision_making_llm¶

prebuilt.scientific_paper_agent.nodes.judge_llm¶