Update src/graph_builder/graph_builder.py
Browse files
src/graph_builder/graph_builder.py
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"""Graph builder for LangGraph workflow"""
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from langgraph.graph import StateGraph, END
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from src.state.rag_state import RAGState
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from src.node.
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class GraphBuilder:
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"""Builds and manages the LangGraph workflow"""
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def __init__(self, retriever, llm):
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"""
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Initialize graph builder
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Args:
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retriever: Document retriever instance
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llm: Language model instance
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"""
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self.nodes = RAGNodes(retriever, llm)
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self.graph = None
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def build(self):
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"""
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Build the RAG workflow graph
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Returns:
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Compiled graph instance
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"""
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# Create state graph
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builder = StateGraph(RAGState)
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# Add nodes
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builder.add_node("retriever", self.nodes.retrieve_docs)
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builder.add_node("responder", self.nodes.generate_answer)
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# Set entry point
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builder.set_entry_point("retriever")
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# Add edges
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builder.add_edge("retriever", "responder")
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builder.add_edge("responder", END)
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# Compile graph
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self.graph = builder.compile()
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return self.graph
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def run(self, question: str) -> dict:
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"""
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Run the RAG workflow
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Args:
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question: User question
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Returns:
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Final state with answer
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"""
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if self.graph is None:
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self.build()
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initial_state = RAGState(question=question)
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return self.graph.invoke(initial_state)
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"""Graph builder for LangGraph workflow"""
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from langgraph.graph import StateGraph, END
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from src.state.rag_state import RAGState
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from src.node.nodes import RAGNodes
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class GraphBuilder:
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"""Builds and manages the LangGraph workflow"""
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def __init__(self, retriever, llm):
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"""
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Initialize graph builder
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Args:
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retriever: Document retriever instance
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llm: Language model instance
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"""
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self.nodes = RAGNodes(retriever, llm)
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self.graph = None
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def build(self):
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"""
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Build the RAG workflow graph
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Returns:
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Compiled graph instance
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"""
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# Create state graph
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builder = StateGraph(RAGState)
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# Add nodes
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builder.add_node("retriever", self.nodes.retrieve_docs)
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builder.add_node("responder", self.nodes.generate_answer)
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# Set entry point
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builder.set_entry_point("retriever")
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# Add edges
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builder.add_edge("retriever", "responder")
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builder.add_edge("responder", END)
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# Compile graph
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self.graph = builder.compile()
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return self.graph
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def run(self, question: str) -> dict:
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"""
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Run the RAG workflow
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Args:
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question: User question
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Returns:
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Final state with answer
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"""
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if self.graph is None:
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self.build()
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initial_state = RAGState(question=question)
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return self.graph.invoke(initial_state)
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