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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.

Větev: main
Větve Značky
LocalFoodAI_lan...
lanfr144 e9429a025a TG-195: Improve Plate Builder search relevance by prioritizing shorter product names před 18 hodinami
.agents acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool před 3 dny
alembic 0fd29e16de Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration před 3 týdny
docker bd75beb4c3 TG-193: Security: Remove hardcoded passwords and resolve DB login issues před 22 hodinami
docs b0b36ee1ac TG-439: Finalize Capstone Documentation, DR Plan, and VM Arch před 3 dny
k8s bd75beb4c3 TG-193: Security: Remove hardcoded passwords and resolve DB login issues před 22 hodinami
nginx 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts před 1 týdnem
searxng acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool před 3 dny
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore před 1 týdnem
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification před 1 týdnem
.gitignore f879623616 TG-193: Add scratch directory to gitignore před 22 hodinami
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 před 3 týdny
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration před 2 týdny
Project.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool před 3 dny
README.md b0b36ee1ac TG-439: Finalize Capstone Documentation, DR Plan, and VM Arch před 3 dny
Retro Planning.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool před 3 dny
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits před 3 týdny
app.py e9429a025a TG-195: Improve Plate Builder search relevance by prioritizing shorter product names před 18 hodinami
backup_db.sh 0cfdf52814 TG-85: enable export-subst for Format string git identification před 1 týdnem
check_users.py 7766898050 Add check users script před 2 týdny
configure_zabbix_alerts.py 99da049352 TG-194: Configure Zabbix Alerting for Discord and Email před 21 hodinami
data_sync.sh 214521fd62 TG-85: rewrite data_sync to auto-detach securely with nohup před 1 týdnem
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. před 3 týdny
docker-compose.yml bd75beb4c3 TG-193: Security: Remove hardcoded passwords and resolve DB login issues před 22 hodinami
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script před 1 týdnem
generate_docs.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion před 1 týdnem
ingest_csv.py 84cb5bdc6b TG-85: pre-emptive DB cleaning via Upsert, Cascaded UI Plate Builder, scaled units před 1 týdnem
init.sql 6cb128ca1c TG-86: EMERGENCY FIX schema exact columns and docker compose crash před 1 týdnem
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools před 3 týdny
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config před 4 týdny
myloginpath.py 4655c26f1f Add untracked project files and configs před 2 týdny
proper_reset.sh 776d6a6153 Add proper reset před 2 týdny
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 před 4 dny
rotate_passwords.py 15b7c4e5dd TG-194: Fix docker-compose environment caching issue před 21 hodinami
snmp_notifier.py 1b9e8b1fab fix: auto-create target tables and sanitize snmp notifications před 1 týdnem
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths před 3 týdny
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales před 1 týdnem
zabbix_telemetry.py 7ca6cd88d5 TG-86: decouple telemetry script from streamlit app před 1 týdnem

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 3.2:1B)
  • Web Search: SearXNG
  • Monitoring: Zabbix (SNMPv2c)
  • Deployment: Native Ubuntu, Docker Compose, Hyper-V / VirtualBox
  • Project Management: Taiga (Synced dynamically via Python)