change readme to run submission

README.md

@@ -0,0 +1,34 @@
+---
+title: GAIA Agent Submission
+emoji: 🚀
+colorFrom: indigo
+colorTo: blue
+sdk: docker
+app_port: 7860
+app_file: eval.py
+pinned: false
+---
+
+# 🤖 GAIA Agent Submission Runner
+
+This Space is configured to run the **GAIA Benchmark Evaluation & Submission**.
+
+## 📋 How to Submit
+
+1.  **Login**: Click the "Login using Hugging Face" button in the app.
+2.  **Submit**: Click "Run Evaluation & Submit All Answers".
+    *   The agent will fetch questions, solve them, and auto-submit the results to the leaderboard.
+
+## ⚙️ Configuration
+
+This agent uses a generic OpenAI-compatible provider (configured for SambaNova by default) via `agent.json`.
+
+**Required Secrets:**
+Ensure these are set in your Space Settings:
+*   `SAMBANOVA_API_KEY`: Your SambaNova API key (or equivalent for your chosen provider).
+*   `HF_TOKEN`: (Optional but recommended) For accessing private datasets if needed.
+
+## 🛠️ Local Development
+
+*   **Chat Demo**: Run `python app.py` locally to use the interactive chat interface.
+*   **Evaluation**: Run `python eval.py` locally to test the submission logic.