--- title: Template Final Assignment emoji: 🕵🏻‍♂️ colorFrom: indigo colorTo: indigo sdk: gradio sdk_version: 5.25.2 app_file: app.py pinned: false hf_oauth: true # optional, default duration is 8 hours/480 minutes. Max duration is 30 days/43200 minutes. hf_oauth_expiration_minutes: 480 --- # GAIA Benchmark Agent - Modular Multi-Modal Architecture This Space is built on the official [agents-course/Final_Assignment_Template](https://huggingface.co/spaces/agents-course/Final_Assignment_Template) base. The architecture strictly preserves the original constants and UI, but replaces the agent logic with a fully modular, multi-modal, GAIA-compliant agent. ## Key Features - **ModularGAIAAgent**: Handles multi-modal, multi-step reasoning, tool use, file handling, and strict GAIA output formatting. - **Tool/LLM Registry**: Easily extensible for new tools, models, and modalities. - **File Handling**: Supports text, CSV, Excel, JSON, images, audio, and code files, with automatic type detection and routing. - **Adaptive Reasoning**: Plans and chains tool/model calls as needed for each question. - **GAIA-Compliant Output**: Ensures answers are formatted to GAIA standards. - **Trace Logging**: Internal reasoning trace for each answer (for debugging and transparency). ## Usage - Log in with your Hugging Face account. - Click 'Run Evaluation & Submit All Answers' to fetch questions, run the agent, and submit answers for scoring. - The UI and constants (such as `DEFAULT_API_URL`) are unchanged from the official template, ensuring full compatibility with the GAIA evaluation system. ## Customization - To extend the agent, add new tools or models to the `TOOL_REGISTRY` and update the logic in `ModularGAIAAgent`. - The agent is designed for easy adaptation to new modalities and reasoning strategies. --- **Note:** This implementation is intentionally modular and extensible, but the public interface and constants remain as required by the course template. Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference