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Architecture
Expanding Fred with MCP: A Playground for Next-Gen Agentic Architectures
Fred is now capable of serving and consuming components over the Model Context Protocol (MCP). Discover how this unlocks new architectures and makes Fred a live testbed for building interoperable AI agents.
May 19, 2025 in architecture, mcp, open-source by Simon Cariou, Alban Capitant and Dimitri Tombroff6 minutes
Introducing the New Fred Architecture: Modular, Agentic, and Knowledge-Aware
Fred is now composed of three modular components: a React UI, an agentic backend using LangGraph, and a knowledge-centric backend for document processing. Learn how it all fits together.
May 7, 2025 in architecture, announcement by Kevin Denis, Dorian Finel-Bacha, Julien Ornat, Fabien Le-Solliec and Dimitri Tombroff4 minutes
EEvaluating LLM Applications in the Enterprise: A Major Challenge
Large Language Models (LLMs) are revolutionizing enterprise automation and decision-making, but evaluating their effectiveness with proprietary data poses unique challenges. This post explores these complexities and their critical importance for successful enterprise adoption.
January 12, 2025 in architecture by Tanguy Jouannic, Dimitri Tombroff and Dorian Finel-Bacha16 minutes
Fred design and architecture
A state-of-the-art and effective multi-agent Kubernetes assistant
October 3, 2024 in architecture by Tanguy Jouannic, Dimitri Tombroff, Lorenzo Gerardi and Reyyan Tekin24 minutes