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fix: add metadata section to README.md use in HuggingFace Hub

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  # GAIA AI Agent via LangGraph
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  This repository contains a **LangGraph‑powered** agent that scores over 30% on the GAIA Level‑1 benchmark *without any RAG leaks*.
 
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+ ---
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+ title: GAIA Agent (Final Assignment of HF Agents Course)
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+ emoji: 🕵🏻‍♂️
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+ colorFrom: indigo
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+ colorTo: indigo
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+ sdk: gradio
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+ sdk_version: 5.33.0
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+ app_file: app.py
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+ pinned: false
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+ hf_oauth: true
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+ # optional, default duration is 8 hours/480 minutes. Max duration is 30 days/43200 minutes.
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+ hf_oauth_expiration_minutes: 480
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+ ---
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+
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+
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  # GAIA AI Agent via LangGraph
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  This repository contains a **LangGraph‑powered** agent that scores over 30% on the GAIA Level‑1 benchmark *without any RAG leaks*.