Local LLM/RAG solution: Improving performance

Project

Implement a solution combining SLM and open source RAG to support Bitron’s R&D teams

#IA #SLM #RAG #Orchestration #Fine tuning

Challenges & objectives

Setting up an open source-oriented architecture

Implementation of several LLM models

Fine tuning LLM with Bitron data

RAG implementation

Web interface implementation

Setting up and implementing rules

Requirements

Exploit internal documentation, procedures and histories without exposing confidential data

Safety and compliance

Our achievements

Each project reflects our ability to transform a critical requirement into a concrete solution. From the embedded software layer to functional safety, Médiane Système mobilizes all its expertise to deliver innovative, robust solutions ready for industrialization.

Local LLM/RAG solution: Improving performance

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