AndreaBozzo

Use when working with Ceres — a Rust harvest-first toolkit and public open data metadata index. Covers harvesting and synchronization, optional embedding and search, CKAN, DCAT udata, SPARQL-backed DCAT, Project Open Data data.json, Socrata Discovery, OpenDataSoft Explore, ArcGIS Hub, OGC CSW, and collection-level STAC portal support, Parquet snapshot manifests/reports/changelogs, Ollama or hosted providers, CLI commands, REST API endpoints, portal configuration, architecture, extending via traits, release workflow, and contributing to the Ceres codebase.

Use when publishing a HuggingFace dataset export for the Ceres Open Data Index. Covers the full workflow — data quality checks, Parquet export, snapshot manifest, coverage/quality reports, snapshot changelog, README dataset card update, versioning, and push to HuggingFace.

Profile tabular data with dataprof before debugging schema, quality, drift, or data-cleaning questions.

Use when working with Ceres — a Rust harvest-first toolkit and public open data metadata index. Covers harvesting and synchronization, optional embedding and search, CKAN, DCAT udata, and SPARQL-backed DCAT portal support, Parquet snapshot manifests/reports/changelogs, Ollama or hosted providers, CLI commands, REST API endpoints, portal configuration, architecture, extending via traits, release workflow, and contributing to the Ceres codebase.

Use when working with the Ares web scraper — an LLM-powered Rust tool that extracts structured data from websites using JSON Schemas. Covers library usage, CLI commands, REST API, schema creation, adding custom fetchers/cleaners/extractors, deployment, and contributing to the Ares codebase.