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update gemini LLM model used for core-reasoning

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@@ -31,7 +31,7 @@ This project earned a top position on the official Hugging Face Agents Course Le
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  # GAIA Agent: A Fact-Based Reasoning Agent
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- This Hugging Face Space hosts a sophisticated AI agent designed for fact-based question answering, inspired by the reasoning challenges of the GAIA benchmark. The agent leverages a powerful language model (Google's Gemini 1.5 Pro) and a suite of tools to answer complex questions that may require multi-step reasoning, web searches, data parsing, and analysis of various file types.
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  ## About the Agent
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  # GAIA Agent: A Fact-Based Reasoning Agent
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+ This Hugging Face Space hosts a sophisticated AI agent designed for fact-based question answering, inspired by the reasoning challenges of the GAIA benchmark. The agent leverages a powerful language model (Google's Gemini 2.5 flash) and a suite of tools to answer complex questions that may require multi-step reasoning, web searches, data parsing, and analysis of various file types.
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  ## About the Agent
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