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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: 78a1c2ce0d
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LocalFoodAI_lan...
Lange François 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
.agents acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool vor 1 Monat
.vscode 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
alembic 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
dags 374a725c6c TG-201: Integrate Apache Airflow orchestration for background CSV reload vor 1 Monat
docker 006512516b TG-202: Add log rotation limits to prevent 100% disk usage vor 1 Monat
docs 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
k8s ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation vor 1 Monat
nginx 40ba111018 TG-199: Fix Nginx 502 port and AI meal planner logic bugs vor 1 Monat
scratch 65fe2cabfd TG-203: Finalize system hardening, deprecation fixes, DR, and Taiga sync vor 1 Monat
scripts 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
searxng 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore vor 2 Monaten
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification vor 2 Monaten
.gitignore f879623616 TG-193: Add scratch directory to gitignore vor 1 Monat
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 vor 2 Monaten
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration vor 2 Monaten
Project.pdf 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
README.md 8b833bcec1 TG-151 #closed - Upgrade Ollama model to Llama3.2:3b and synchronize/close Taiga Agile deliverables vor 1 Monat
Retro Planning.pdf 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
add_logging.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits vor 2 Monaten
app.py 8b833bcec1 TG-151 #closed - Upgrade Ollama model to Llama3.2:3b and synchronize/close Taiga Agile deliverables vor 1 Monat
backup_db.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
check_users.py 7766898050 Add check users script vor 2 Monaten
configure_zabbix_alerts.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
configure_zabbix_email.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation vor 1 Monat
data_sync.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. vor 2 Monaten
docker-compose.yml 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
docker-compose_skip.yml 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script vor 2 Monaten
generate_docs.py 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
ingest_csv.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
init.sql 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
manage_services.sh 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment vor 1 Monat
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools vor 2 Monaten
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config vor 2 Monaten
myloginpath.py 4655c26f1f Add untracked project files and configs vor 2 Monaten
proper_reset.sh 776d6a6153 Add proper reset vor 2 Monaten
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 vor 1 Monat
reset.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
rotate_passwords.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation vor 1 Monat
snmp_notifier.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag vor 1 Monat
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths vor 2 Monaten
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales vor 1 Monat
zabbix_telemetry.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation vor 1 Monat

README.md

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)