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What it does

Answers employee HR questions from official documents, with a citation on every statement

Used by

Cytron employees and HR

Status

Internal pilot

Backend

Python, FastAPI

Interface

React 18, Vite, Tailwind CSS

Data

ChromaDB vector index and SQLite

AI

Gemini or OpenAI, for answers and embeddings

Hardware

None

Deployment

One process serving the API and the built interface

Main output

A cited answer, or an honest “not found”

What it does

Runs repairs, supplier RMA and warranty replacements from intake to credit

Used by

Support engineers, bench technicians and managers

Status

In production, v2.52.1

Backend

Python, Flask (8 blueprints)

Interface

Server-rendered Flask templates

Data

SQLite in WAL mode, Google Sheets and Drive sync

AI

Gemini, in a Telegram assistant with 24 read-only tools

Hardware

GP-1324D label printer, barcode scanners, I2C OLED and TFT displays

Deployment

Raspberry Pi with Gunicorn, systemd and a Cloudflare Tunnel

Main output

Thermal labels, RMA manifests and synced records

What it does

Tests returned Raspberry Pi boards and issues a signed RMA certificate

Used by

Warranty and RMA bench technicians

Status

Production workbench

Backend

Python, Flask

Interface

Dependency-free vanilla JavaScript

Data

SQLite in WAL mode

AI

None

Hardware

Runs on the Raspberry Pi board under test

Deployment

systemd service with Gunicorn: 1 worker, 8 threads

Main output

A two-page certificate with an HMAC-SHA256 seal