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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: ca3877d7f9
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LocalFoodAI_lan...
lanfr144 ca3877d7f9 Stop save the .env file 3 hari lalu
.agents acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
alembic 0fd29e16de Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration 3 minggu lalu
docker 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 Minggu lalu
docs b0b36ee1ac TG-439: Finalize Capstone Documentation, DR Plan, and VM Arch 4 hari lalu
k8s 4655c26f1f Add untracked project files and configs 2 minggu lalu
nginx 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts 1 Minggu lalu
searxng acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 Minggu lalu
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification 1 Minggu lalu
.gitignore ca3877d7f9 Stop save the .env file 3 hari lalu
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 3 minggu lalu
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 minggu lalu
Project.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
README.md b0b36ee1ac TG-439: Finalize Capstone Documentation, DR Plan, and VM Arch 4 hari lalu
Retro Planning.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 3 minggu lalu
app.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
backup_db.sh 0cfdf52814 TG-85: enable export-subst for Format string git identification 1 Minggu lalu
check_users.py 7766898050 Add check users script 2 minggu lalu
data_sync.sh 214521fd62 TG-85: rewrite data_sync to auto-detach securely with nohup 1 Minggu lalu
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. 3 minggu lalu
docker-compose.yml acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool 4 hari lalu
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script 1 Minggu lalu
generate_docs.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 Minggu lalu
ingest_csv.py 84cb5bdc6b TG-85: pre-emptive DB cleaning via Upsert, Cascaded UI Plate Builder, scaled units 1 Minggu lalu
init.sql 6cb128ca1c TG-86: EMERGENCY FIX schema exact columns and docker compose crash 1 Minggu lalu
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 minggu lalu
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 4 minggu lalu
myloginpath.py 4655c26f1f Add untracked project files and configs 2 minggu lalu
proper_reset.sh 776d6a6153 Add proper reset 2 minggu lalu
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 5 hari lalu
rotate_passwords.py 9f3346f7a0 TG-192: Execute rotate_passwords.py to synchronize credentials 3 hari lalu
snmp_notifier.py 1b9e8b1fab fix: auto-create target tables and sanitize snmp notifications 1 Minggu lalu
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths 3 minggu lalu
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 1 Minggu lalu
zabbix_telemetry.py 7ca6cd88d5 TG-86: decouple telemetry script from streamlit app 1 Minggu 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 3.2:1B)
  • Web Search: SearXNG
  • Monitoring: Zabbix (SNMPv2c)
  • Deployment: Native Ubuntu, Docker Compose, Hyper-V / VirtualBox
  • Project Management: Taiga (Synced dynamically via Python)