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SQL
Tabular Data in Fred: ReBAC-Scoped Parquet, S3, and DuckDB
Fred now treats tabular data like the rest of the corpus: document-scoped, team-aware, and authorization-first. This post explains why the old SQL-store model was limiting, how the new Parquet plus DuckDB runtime works, and what this changes for security, performance, and operations.
April 16, 2026 in SQL, architecture by Simon Cariou7 minutes
From SQL to Agent: Smart Database Access in Fred
What started with CSV ingestion has grown into full SQL integration. With Fred’s new SQLTableStore, you can query, update, and enrich your databases naturally through agents like Tessa.
August 20, 2025 in agents, data, sql by Thomas Hedan3 minutes