Status: [LIVE]

Endpoints found:
https://huggingface.co/openai/gpt
https://huggingface.co/openai/gpt-oss-20b

Source: https://github.com/abhishekhp/wral-grocery-tracker

# WRAL Grocery Tracker

A subscription website where you give us your grocery list, and a pair of AI
agents go find the lowest prices across local stores and email you an
updated report.

- **Researcher agent** — navigates each grocery store's website (via
  [Browser MCP](https://github.com/browsermcp/mcp), a local, free,
  open-source browser-automation MCP server) and asks a free, hosted
  open-weight LLM to extract the real price out of noisy search-result
  pages.
- **Reporter agent** — computes the cheapest store per item and asks the
  same open-weight model to write a short, friendly email summarizing the
  savings.
- **Website** — a Flask signup page where visitors submit their email,
  grocery list, and which stores to check.

## Why this satisfies the open-source AI challenge

> *"Open-source or open-weight AI must be an important part of the
> project... build with an open-weight large or small language model."*

The AI is load-bearing, not decorative: grocery search pages mix a genuine
product match with sponsored and related listings at different prices, so a
plain regex regularly grabs the wrong number. The **Researcher** uses an
open-weight model to read that messy page text and pick out the correct
price as structured JSON. The **Reporter** then turns the Python-computed
(guaranteed-correct) price comparison into natural-language email copy.

- **Model:** [`openai/gpt-oss-20b`](https://huggingface.co/openai/gpt-oss-20b)
  by default — Apache-2.0 licensed, genuinely open-source weights, not just
  "open" in name. Hosted **for free** by [Groq](https://console.groq.com)
  (no credit card required) on their own hardware, not a closed/proprietary
  model API. Swap `GROQ_MODEL` for any other model Groq hosts for free
  (`llama-3.3-70b-versatile`, `qwen/qwen3-32b`, `openai/gpt-oss-120b`, etc.).
- **Browser tool:** [Browser MCP](https://github.com/browsermcp/mcp) —
  Apache-2.0, runs entirely on your machine, free.

## Demo mode vs. production

Thi