CASE 2 · PURE SQL
Education spending, answered with SQL, not retrieval
SIOPE is numeric and relational, so the chat agent writes read-only SQL against the semantic tables instead of retrieving text. This dashboard reads the same tables.
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Where this comes from
- brazil-public-data-map (opens in a new tab)
Release contracts, pipelines and the ingestion notebook for the SIOPE open-data API.
- rag-chat (opens in a new tab)
The chat whose SQL agent reads the same tables.
- Data map: SIOPE
Every table and field of the SIOPE datasets, with lineage and join keys.
- Kaggle: SIOPE analytics (opens in a new tab)
The published semantic tables, with a SHA-256 manifest.