---
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
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

## Agent architecture

- The manager uses `GROQ_MANAGER_MODEL` (default: `openai/gpt-oss-120b`).
- Web research is one direct, bounded Tavily request; it does not start a
  second LLM agent.
- Document and media tasks keep dedicated agents because they may need to
  download and inspect an attachment in multiple steps.
- Calculations use `python_exec` or `calculator` directly.
- Final answer formatting uses `GROQ_NORMALIZER_MODEL` (default:
  `openai/gpt-oss-20b`).

Required Space secrets are `GROQ_API_KEY` and `TAVILY_API_KEY`. Set
`GROQ_VLM_MODEL` as well to enable image and video analysis.

Run the offline web-search regression tests with:

```bash
python -m unittest -v test_web_search.py
```