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from langchain.tools import tool
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from vector_store import QdrantStore
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from vector_store import ChromaStore
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from chunker import get_chunks
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store = QdrantStore()
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store = ChromaStore()
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@tool
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def search_knowledge_base(query: str, max_results: int = 5) -> str:
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