Upload agent.py
Browse files
agent.py
CHANGED
@@ -180,12 +180,17 @@ def build_graph(provider: str = "groq"):
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return {"messages": [llm_with_tools.invoke(state["messages"])]}
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def retriever(state: MessagesState):
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example_msg = HumanMessage(
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content=f"Here I provide a similar question and answer for reference: \n\n{similar_question[0].page_content}",
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)
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return {"messages": [sys_msg] + state["messages"] + [example_msg]}
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builder = StateGraph(MessagesState)
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builder.add_node("retriever", retriever)
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return {"messages": [llm_with_tools.invoke(state["messages"])]}
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def retriever(state: MessagesState):
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"""Retriever node"""
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similar_question = vector_store.similarity_search(state["messages"][0].content)
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if similar_question:
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example_msg = HumanMessage(
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content=f"Here I provide a similar question and answer for reference: \n\n{similar_question[0].page_content}",
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)
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return {"messages": [sys_msg] + state["messages"] + [example_msg]}
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else:
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return {"messages": [sys_msg] + state["messages"]}
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builder = StateGraph(MessagesState)
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builder.add_node("retriever", retriever)
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