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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.

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

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)