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Thomas Hedan
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
MCP vs REST for RAG in Fred: Why We Run Both
Fred uses REST for graph-driven RAG (Rico, Rico Pro) and MCP for tool-driven RAG (Dominic). Running both lets us measure latency, reliability, governance, and developer ergonomics—without changing our UI or schemas.
August 17, 2025 in architecture, agents, rag by Thomas Hedan, Simon Cariou, Alban Capitant and Dimitri Tombroff4 minutes
From CSV to Agent: Tabular Data Gets Smart in Fred
Fred now supports agentic access to tabular data like CSV and Excel through a new DuckDB-based backend and the Tessa agent. Explore how this works and what it unlocks.
July 11, 2025 in data, agents by Thomas Hedan4 minutes