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Repository used for the DOPRO project dealing with food AI.
This repository contains:
a full Taiga export plus all other documents that are part of your project planning, including any project presentation materials.
the full final product, including all files, documentation and presentation materials.

Struktur: ea2783436b
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LocalFoodAI_lan...
Lange François ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
.agents 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
.vscode 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
alembic 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
dags 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
docker 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
docs ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
k8s 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
local_tools ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
nginx 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
scratch 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
scripts ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
searxng 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
taiga ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
.dockerignore 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
.gitattributes ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
.gitignore 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
Final_Presentation.html 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
INSTALL_WSL.md 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
PROJECT_CONTEXT.md 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
Project.pdf 385d492786 docs: regenerate all high-fidelity PDF manuals and update project report catalog vor 1 Monat
README.md 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
Retro Planning.pdf 385d492786 docs: regenerate all high-fidelity PDF manuals and update project report catalog vor 1 Monat
add_logging.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
alembic.ini 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
app.py ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
backup_db.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
check_users.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
configure_zabbix_alerts.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
configure_zabbix_email.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
data_sync.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
delivery.zip a4147ac4a7 [TG-125] Phase 3 Security, Llama 3.2 11B, and Network Mode vor 1 Monat
deploy.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
description.docx 53a0cb4d52 TG-221 #closed - Last commit to sync all the file to ship to the teacher. vor 1 Monat
docker-compose-wsl.yml 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
docker-compose.yml 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
docker-compose_skip.yml 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
download_csv.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
generate_docs.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
ingest_csv.py ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen
init.sql 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
manage_services.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
master_trigger.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
my.cnf 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
myloginpath.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
proper_reset.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
requirements.txt 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
reset.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
rotate_passwords.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
snmp_notifier.py 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
start_batch_ingest.sh 45bdb66384 [TG-131] Purge database passwords from tracked files and format application versioning vor 3 Wochen
unit_converter.py ea2783436b [#1] chore: resolve security leak, configure dynamic versioning filters, update Streamlit and Flask applications to read version from %cd, update unit converter, ingestion, and search features, and export Taiga scrum data vor 3 Wochen

README.md

The current version is #ident "@(#)$Format:LocalFoodAI:app.py:%an:%ae:%ad:%cn:%ce:%cd:%H:%D:%N$"

Local Food AI 🍔

A strictly local, privacy-first AI Medical Dietitian and Food Explorer. This project leverages the OpenFoodFacts dataset and local LLMs (Ollama) to provide medically sound dietary advice, recipe parsing, and menu planning without sending any user data to the cloud.

Features

  • Dynamic Medical Profiling: Configure your health profile (e.g., Kidney issues, pregnancy, vegan). The AI dynamically adjusts all responses, recommendations, and warnings based on these exact medical needs.
  • RAG Architecture: The AI is connected to a massively partitioned local MySQL database. When you ask a question or request a meal plan, the AI executes SQL queries autonomously to fetch precise nutritional data.
  • SearXNG Web Integration: When the local Database lacks culinary heuristics, the AI securely queries a local, private instance of SearXNG to answer questions without compromising patient privacy.
  • Plate Builder & Unit Conversion: Input culinary recipes (e.g., "1.5 cups of flour") and the system converts them to metric standard weights based on the product's density.
  • Distributed Microservice Topology: Supports decoupling across VirtualBox, Hyper-V, and WSL2 using Bridged Networking and SNMP container telemetry for Zabbix.

Documentation (Capstone Deliverables)

Please refer to the docs/ folder for detailed guides:

Tech Stack

  • Frontend: Streamlit
  • Database: MySQL 8.0
  • AI Engine: Ollama (Llama 3.2:3B)
  • Web Search: SearXNG
  • Monitoring: Zabbix (SNMPv2c)
  • Deployment: Native Ubuntu, Docker Compose, Hyper-V / VirtualBox
  • Project Management: Taiga (Synced dynamically via Python)

AI Skills & Governance

This project leverages specialized AI skills to maintain code quality, documentation, and strict governance:

  • Code Review: Automatically reviews code changes for correctness, edge cases, style, and performance.
  • Doc Writer: Ensures all documentation and inline comments stay perfectly synchronized with source code changes.
  • Expert Coach: Acts as a principal engineer, enforcing optimal code, modularity, and a mandatory Identity Tag in file headers.
  • Git Commit: Enforces strict Git governance, Taiga tracking (TG-123), and a single main branch workflow. For every commit, a task in Taiga must be associated. If the task does not exist, it must be created and added to a user story and a sprint.
  • Refactor Coach: Refactors code to improve readability, performance, and modularity without changing external behavior.
  • SQL Optimizer: Enforces DBA standards for MySQL, Oracle, and PostgreSQL, ensuring proper indexing, transaction management, and secure access.
  • Test Generator: Generates comprehensive unit and integration tests focusing on boundary conditions and logical coverage.