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from swarms import Agent
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from swarms.communication.duckdb_wrap import DuckDBConversation
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# Configure a DuckDB-backed conversation store
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conversation_store = DuckDBConversation(
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db_path="support_conversation.duckdb",
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table_name="support_history",
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enable_logging=True,
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)
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# Create an agent that uses this persistent memory
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agent = Agent(
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agent_name="HelpdeskAgent",
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system_prompt="You are a helpful assistant.",
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model_name="gpt-4o-mini",
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long_term_memory=conversation_store,
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max_loops=1,
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autosave=True,
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)
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response = agent.run("What are your hours of operation?")
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print(response)
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# View the conversation as stored in DuckDB
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print(conversation_store.to_dict())
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