https://site.fredlab.dev/contributors/thomas-hedan/Recent content in Thomas Hedan on FredHugoenCopyright (c) 2020-2024 ThuliteTue, 16 Dec 2025 12:07:05 +0100https://site.fredlab.dev/blog/comparing-graph-centric-and-reflective-rag-agents-in-fred/Tue, 16 Dec 2025 12:07:05 +0100https://site.fredlab.dev/blog/comparing-graph-centric-and-reflective-rag-agents-in-fred/A comparison of Fred’s graph-centric RAG agent (Richard) and reflective RAG agent (Rico), including architecture and evaluation metrics.https://site.fredlab.dev/blog/from-sql-to-agent-smart-database-access-in-fred/Wed, 20 Aug 2025 10:00:00 +0200https://site.fredlab.dev/blog/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.https://site.fredlab.dev/blog/mcp-vs-rest-for-rag-in-fred-why-we-run-both/Sun, 17 Aug 2025 10:00:00 +0200https://site.fredlab.dev/blog/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.https://site.fredlab.dev/blog/from-csv-to-agent-tabular-data-gets-smart-in-fred/Fri, 11 Jul 2025 14:00:00 +0200https://site.fredlab.dev/blog/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.