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Update tools.py
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tools.py
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# tools.py
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from smolagents import tool
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from retriever import
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def clean_answer_with_prompt(agent_output: str) -> str:
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"""
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Extracts and cleans the final answer from the agent output.
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For GAIA, ensure no 'FINAL ANSWER:' prefix is returned — just the answer.
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"""
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if "FINAL ANSWER:" in agent_output:
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return agent_output.split("FINAL ANSWER:")[-1].strip()
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return agent_output.strip()
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@tool
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def guest_info_tool(name: str) -> str:
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"""
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Retrieves background info about a guest using the document store.
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Args:
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name (str): The name of the guest to retrieve context for.
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Returns:
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str: Relevant background information from the document store.
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"""
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return
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@tool
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def greeting_tool(name: str) -> str:
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"""
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Generates a custom greeting for the guest.
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Args:
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name (str): The name of the guest to greet.
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Returns:
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str: A friendly greeting message.
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"""
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return f"Welcome to the gala, {name}! We're honored to have you with us."
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def build_prompt(question: str, context: str = "") -> str:
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"""
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Constructs a prompt for the agent using a question and optional context.
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Args:
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question (str): The user query to be answered.
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context (str): Optional supporting context or retrieved documents.
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Returns:
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str: A formatted prompt for the LLM.
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"""
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if context:
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return f"Here is some context: {context}\n\nQuestion: {question}\n\nAnswer:"
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else:
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return f"Question: {question}\n\nAnswer:"
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# tools.py
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from smolagents import tool
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from retriever import retrieve_relevant_context
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def clean_answer_with_prompt(agent_output: str) -> str:
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"""
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Extracts and cleans the final answer from the agent output.
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+
For GAIA, ensure no 'FINAL ANSWER:' prefix is returned — just the answer.
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"""
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if "FINAL ANSWER:" in agent_output:
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return agent_output.split("FINAL ANSWER:")[-1].strip()
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return agent_output.strip()
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@tool
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def guest_info_tool(name: str) -> str:
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"""
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Retrieves background info about a guest using the document store.
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+
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Args:
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name (str): The name of the guest to retrieve context for.
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Returns:
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str: Relevant background information from the document store.
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"""
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return retrieve_relevant_context(name)
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@tool
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def greeting_tool(name: str) -> str:
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"""
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Generates a custom greeting for the guest.
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Args:
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name (str): The name of the guest to greet.
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Returns:
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str: A friendly greeting message.
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"""
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return f"Welcome to the gala, {name}! We're honored to have you with us."
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def build_prompt(question: str, context: str = "") -> str:
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"""
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Constructs a prompt for the agent using a question and optional context.
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+
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Args:
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question (str): The user query to be answered.
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context (str): Optional supporting context or retrieved documents.
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Returns:
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str: A formatted prompt for the LLM.
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"""
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if context:
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return f"Here is some context: {context}\n\nQuestion: {question}\n\nAnswer:"
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else:
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return f"Question: {question}\n\nAnswer:"
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