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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.

Fa: 53a0cb4d52
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LocalFoodAI_lan...
Lange François 53a0cb4d52 TG-221 #closed - Last commit to sync all the file to ship to the teacher. 1 hónapja
.agents b947fc1e41 TG-439: Deploy Local SearXNG Web Search Tool 1 hónapja
.vscode 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
alembic 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
dags a9ab205772 TG-201: Integrate Apache Airflow orchestration for background CSV reload 1 hónapja
docker 6fa955bd94 TG-202: Add log rotation limits to prevent 100% disk usage 1 hónapja
docs 385d492786 docs: regenerate all high-fidelity PDF manuals and update project report catalog 1 hónapja
k8s 09c07aee72 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 hónapja
nginx 91ae5f9faa TG-199: Fix Nginx 502 port and AI meal planner logic bugs 1 hónapja
scratch 76bd55c52d TG-203: Finalize system hardening, deprecation fixes, DR, and Taiga sync 1 hónapja
scripts 51837173fe docs: add WSL runbook, WSL compose file, and Taiga JSON export to report catalog 1 hónapja
searxng 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
taiga 53a0cb4d52 TG-221 #closed - Last commit to sync all the file to ship to the teacher. 1 hónapja
.dockerignore d97797349f fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 2 hónapja
.gitattributes c27dd6f411 TG-85: enable export-subst for Format string git identification 2 hónapja
.gitignore 2562f19701 TG-193: Add scratch directory to gitignore 1 hónapja
Final_Presentation.html a2d859e15b Execute Implementation Plan 2 2 hónapja
INSTALL_WSL.md f43eafce1b docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export 1 hónapja
PROJECT_CONTEXT.md 6b4f427ef6 docs: add historical Taiga Agile export and document it in README and project context 1 hónapja
Project.pdf 385d492786 docs: regenerate all high-fidelity PDF manuals and update project report catalog 1 hónapja
README.md 6b4f427ef6 docs: add historical Taiga Agile export and document it in README and project context 1 hónapja
Retro Planning.pdf 385d492786 docs: regenerate all high-fidelity PDF manuals and update project report catalog 1 hónapja
add_logging.py 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
alembic.ini 79e1835d2c Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 2 hónapja
app.py ea60dc4ea3 TG-221 #closed - Refactor Ask Chat system prompt to use Chain of Thought (CoT) reasoning for higher clinical accuracy 1 hónapja
backup_db.sh 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
check_users.py ab6577f344 Add check users script 2 hónapja
configure_zabbix_alerts.py 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
configure_zabbix_email.py 09c07aee72 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 hónapja
data_sync.sh 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
deploy.sh 942215fc72 TG-21: Update deploy.sh to include requests connectivity dependency. 2 hónapja
description.docx 53a0cb4d52 TG-221 #closed - Last commit to sync all the file to ship to the teacher. 1 hónapja
docker-compose-wsl.yml f43eafce1b docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export 1 hónapja
docker-compose.yml 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
docker-compose_skip.yml 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
download_csv.sh 6554145d0d fix: resolve pip encoding issue and add exec permissions to download script 2 hónapja
generate_docs.py 09a86d91ba TG-220 TG-221 TG-222 #closed - Upgrade Ollama to Qwen2.5-7B, refactor backend prompts for XML scratchpad reasoning, and implement response parsing 1 hónapja
ingest_csv.py 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
init.sql 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
manage_services.sh 78b93a0f55 docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment 1 hónapja
master_trigger.sh d1c44bc989 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 2 hónapja
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 2 hónapja
myloginpath.py 4112b60d71 Add untracked project files and configs 2 hónapja
proper_reset.sh 8ebd71c7b1 Add proper reset 2 hónapja
requirements.txt 27b3618f3b fix requirements.txt encoding for fpdf2 1 hónapja
reset.sh 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
rotate_passwords.py 09c07aee72 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 hónapja
snmp_notifier.py 48e7f5fdf2 TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 hónapja
start_batch_ingest.sh 433d123181 Fix python virtual env paths 2 hónapja
unit_converter.py 6831915b67 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 1 hónapja

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)