SFAILabs

Lumetica Backend — Code Audit & Refactoring Report

Table of Contents

• TL;DR
• 1. Inventory: the biggest files
• 2. Per-file deep dive
  • 2.1 ai/services/rag/gemini.py — 2,225 lines
  • 2.2 ai/services/analysis/rca/gemini.py — 1,217 lines
• 2.3 analysis/views.py — 2,211 lines

SFAILabs

Lumetica — Architecture & Local Setup Guide

A full-stack AI platform for pharmaceutical and manufacturing quality analysis. This document explains what the app does, how the architecture is shaped to deliver it, and how to run it locally.

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Table of Contents

1. What Lumetica Does
2. Domain Model