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Browse files- app/graph/graph_builder.py +38 -0
- app/graph/state.py +18 -0
app/graph/graph_builder.py
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from langgraph.graph import StateGraph, END
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from app.graph.state import GraphState
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from app.graph.nodes.router import router_node
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from app.graph.nodes.rag_agent import rag_agent_node
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from app.graph.nodes.synthesizer import synthesizer_node
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from app.graph.nodes.evaluator import evaluator_node
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from app.graph.nodes.general_agent import general_agent_node
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def build_graph():
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builder = StateGraph(GraphState)
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# nodes
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builder.add_node("router", router_node)
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builder.add_node("rag_agent", rag_agent_node)
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builder.add_node("synthesizer", synthesizer_node)
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builder.add_node("evaluator", evaluator_node)
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builder.add_node("general_agent", general_agent_node)
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# edges
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builder.set_entry_point("router")
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builder.add_conditional_edges(
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"router",
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lambda state: state["route"],
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{
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"rag": "rag_agent",
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"general": "general_agent"
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}
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)
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builder.add_edge("rag_agent", "synthesizer")
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builder.add_edge("general_agent", "synthesizer")
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builder.add_edge("synthesizer", "evaluator")
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builder.add_edge("evaluator", END)
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return builder.compile()
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app/graph/state.py
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from typing import TypedDict, Optional
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class GraphState(TypedDict):
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query: str
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doc_id:str
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route: Optional[str]
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context: Optional[str]
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sources: Optional[str]
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history: Optional[str]
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evaluation: Optional[dict]
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general_answer: Optional[str]
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final_answer: Optional[str]
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