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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.

Pohon: a7732e033c
Ranting Tag
LocalFoodAI_lan...
Lange François a7732e033c docs: add WSL runbook, WSL compose file, and Taiga JSON export to report catalog 1 bulan lalu
.agents acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 1 bulan lalu
.vscode 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
alembic 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
dags 374a725c6c TG-201: Integrate Apache Airflow orchestration for background CSV reload 1 bulan lalu
docker 006512516b TG-202: Add log rotation limits to prevent 100% disk usage 1 bulan lalu
docs ebacd0b43b docs: regenerate Taiga audit report and PDF documentation after user-centric agile board reconciliation 1 bulan lalu
k8s ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 bulan lalu
nginx 40ba111018 TG-199: Fix Nginx 502 port and AI meal planner logic bugs 1 bulan lalu
scratch 65fe2cabfd TG-203: Finalize system hardening, deprecation fixes, DR, and Taiga sync 1 bulan lalu
scripts a7732e033c docs: add WSL runbook, WSL compose file, and Taiga JSON export to report catalog 1 bulan lalu
searxng 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
taiga c52c6a1324 docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export 1 bulan lalu
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 2 bulan lalu
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification 2 bulan lalu
.gitignore f879623616 TG-193: Add scratch directory to gitignore 1 bulan lalu
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 2 bulan lalu
INSTALL_WSL.md c52c6a1324 docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export 1 bulan lalu
PROJECT_CONTEXT.md 40c8d4342e docs: add historical Taiga Agile export and document it in README and project context 1 bulan lalu
Project.pdf ebacd0b43b docs: regenerate Taiga audit report and PDF documentation after user-centric agile board reconciliation 1 bulan lalu
README.md 40c8d4342e docs: add historical Taiga Agile export and document it in README and project context 1 bulan lalu
Retro Planning.pdf ebacd0b43b docs: regenerate Taiga audit report and PDF documentation after user-centric agile board reconciliation 1 bulan lalu
add_logging.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 2 bulan lalu
app.py 3e5cddb414 TG-221 #closed - Refactor Ask Chat system prompt to use Chain of Thought (CoT) reasoning for higher clinical accuracy 1 bulan lalu
backup_db.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
check_users.py 7766898050 Add check users script 2 bulan lalu
configure_zabbix_alerts.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
configure_zabbix_email.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 bulan lalu
data_sync.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. 2 bulan lalu
docker-compose-wsl.yml c52c6a1324 docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export 1 bulan lalu
docker-compose.yml 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
docker-compose_skip.yml 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script 2 bulan lalu
generate_docs.py 09c5304cb5 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 bulan lalu
ingest_csv.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
init.sql 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
manage_services.sh 78a1c2ce0d docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment 1 bulan lalu
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 2 bulan lalu
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 2 bulan lalu
myloginpath.py 4655c26f1f Add untracked project files and configs 2 bulan lalu
proper_reset.sh 776d6a6153 Add proper reset 2 bulan lalu
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 1 bulan lalu
reset.sh 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
rotate_passwords.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 bulan lalu
snmp_notifier.py 264d27496d TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag 1 bulan lalu
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths 2 bulan lalu
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 2 bulan lalu
zabbix_telemetry.py ade82aff87 TG-196: Full security refactor, Taiga sync, and Data pipeline automation 1 bulan lalu

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)