Accueil Explorer Aide
Connexion
lanfr
/
LocalFoodAI_lanfr144
1
0
Fork 0
Fichiers Tickets 0 Wiki

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.

Aborescence: a42dfd9915
Branches Tags
LocalFoodAI_lan...
Lange François a42dfd9915 [TG-125] Refactor hardcoded models into dynamic ACTIVE_MODEL loaded from .env il y a 1 mois
.agents 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
.vscode 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
alembic 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
dags 374a725c6c TG-201: Integrate Apache Airflow orchestration for background CSV reload il y a 1 mois
docker 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
docs 96d90b11fb [TG-125] Phase 3 Security, Llama 3.2 11B, and Network Mode il y a 1 mois
k8s 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
nginx 40ba111018 TG-199: Fix Nginx 502 port and AI meal planner logic bugs il y a 1 mois
scratch 65fe2cabfd TG-203: Finalize system hardening, deprecation fixes, DR, and Taiga sync il y a 1 mois
scripts a42dfd9915 [TG-125] Refactor hardcoded models into dynamic ACTIVE_MODEL loaded from .env il y a 1 mois
searxng 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
taiga d768eadec4 TG-221 #closed - Last commit to sync all the file to ship to the teacher. il y a 1 mois
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore il y a 2 mois
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification il y a 2 mois
.gitignore f879623616 TG-193: Add scratch directory to gitignore il y a 1 mois
Final_Presentation.html 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
INSTALL_WSL.md c52c6a1324 docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export il y a 1 mois
PROJECT_CONTEXT.md 40c8d4342e docs: add historical Taiga Agile export and document it in README and project context il y a 1 mois
Project.pdf a3352c9dc2 docs: regenerate all high-fidelity PDF manuals and update project report catalog il y a 1 mois
README.md 84c88908c0 [TG-125] Phase 2: Cookies, Plate Macros, Zip Export scripts, and Identity Headers il y a 1 mois
Retro Planning.pdf a3352c9dc2 docs: regenerate all high-fidelity PDF manuals and update project report catalog il y a 1 mois
add_logging.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits il y a 2 mois
app.py a42dfd9915 [TG-125] Refactor hardcoded models into dynamic ACTIVE_MODEL loaded from .env il y a 1 mois
backup_db.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
check_users.py 7766898050 Add check users script il y a 2 mois
configure_zabbix_alerts.py 96d90b11fb [TG-125] Phase 3 Security, Llama 3.2 11B, and Network Mode il y a 1 mois
configure_zabbix_email.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation il y a 1 mois
data_sync.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
delivery.zip 96d90b11fb [TG-125] Phase 3 Security, Llama 3.2 11B, and Network Mode il y a 1 mois
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. il y a 2 mois
description.docx d768eadec4 TG-221 #closed - Last commit to sync all the file to ship to the teacher. il y a 1 mois
docker-compose-wsl.yml c52c6a1324 docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export il y a 1 mois
docker-compose.yml 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
docker-compose_skip.yml 5d8f37fa06 TG-221 #closed - some file change due to refresh of md files. il y a 1 mois
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script il y a 2 mois
generate_docs.py 7db77c69d1 [TG-125] Fix Ollama model namespace to llama3.2-vision:11b il y a 1 mois
ingest_csv.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
init.sql 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
manage_services.sh 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment il y a 1 mois
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools il y a 2 mois
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config il y a 2 mois
myloginpath.py 4655c26f1f Add untracked project files and configs il y a 2 mois
proper_reset.sh 776d6a6153 Add proper reset il y a 2 mois
requirements.txt 84c88908c0 [TG-125] Phase 2: Cookies, Plate Macros, Zip Export scripts, and Identity Headers il y a 1 mois
reset.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag il y a 1 mois
rotate_passwords.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation il y a 1 mois
snmp_notifier.py 96d90b11fb [TG-125] Phase 3 Security, Llama 3.2 11B, and Network Mode il y a 1 mois
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths il y a 2 mois
unit_converter.py 84c88908c0 [TG-125] Phase 2: Cookies, Plate Macros, Zip Export scripts, and Identity Headers il y a 1 mois
zabbix_telemetry.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation il y a 1 mois

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)

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.