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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: 70108f2034
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LocalFoodAI_lan...
lanfr144 70108f2034 fix AI table json bloat and FPDF overlap and bytearray crash 4 hari lalu
.agents 7d59646d57 TG-6: Finalize remaining files 4 minggu lalu
AI_History f851d49f92 TG-29 TG-31 TG-32 TG-33: Implement EAV Architecture, Dynamic Medical CRUD UI, DataFrame Alert Engine, and Email Resets. TG-30: Fix Windows utf8 Encoding in Ingestion Engine. 3 minggu 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 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 Minggu lalu
k8s 4655c26f1f Add untracked project files and configs 2 minggu lalu
legacy_scripts c812444386 Sprint 6: Complete documentation and code cleanup 2 minggu lalu
nginx 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts 1 Minggu lalu
taiga_wiki e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 minggu 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 4655c26f1f Add untracked project files and configs 2 minggu 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
README.md c812444386 Sprint 6: Complete documentation and code cleanup 2 minggu lalu
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 3 minggu lalu
app.py 70108f2034 fix AI table json bloat and FPDF overlap and bytearray crash 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
close_sprint10.py 5f5b698954 chore: add script to finalize and close Taiga Sprint 10 1 Minggu lalu
configure_zabbix_dependencies.py 9506807c76 feat: add Zabbix dashboard creation script 1 Minggu lalu
configure_zabbix_email.py 097b99bd50 fix: update Zabbix auth payload for v7.0 and add debug logs 1 Minggu lalu
configure_zabbix_teams.py db8b1a54d3 feat: integrate Zabbix with Microsoft Teams webhook 1 Minggu lalu
create_bookmarks_page.py 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts 1 Minggu lalu
create_taiga_task.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 Minggu lalu
create_zabbix_dashboard.py ba0c30a5c1 TG-86: finalize zabbix dashboard generation script 4 hari 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 e05a5fed1f increase mysql healthcheck retries 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
generate_taiga_wiki.py e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 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
init_zabbix_db.sh 06df1fda4e Add Zabbix DB init script 2 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 4 hari lalu
reset_zabbix_db.sh 9e59bd56c5 Add reset DB script 2 minggu lalu
rotate_passwords.py 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 Minggu lalu
setup_mail_forwarding.sh ab7e3b1d3a TG-2: Restructure schema for all CSV columns, async ingestion, and mail forwarding 3 minggu lalu
setup_nginx_zabbix.py 9698cb2db2 feat: add Zabbix web scenario monitoring for Nginx proxy 1 Minggu lalu
setup_postfix.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 minggu lalu
setup_searxng.sh ebfb102bc7 TG-20: Create setup_searxng.sh to install Docker and bind anonymous SearXNG to localhost:8080. 3 minggu lalu
setup_sprint10_taiga.py 3fbfdf8004 chore: sync project management by creating Taiga Sprint 10 1 Minggu lalu
setup_sprint7_taiga.py e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 minggu lalu
setup_sprint8_taiga.py 69bad82b3b Add Sprint 8 Taiga script 2 minggu lalu
setup_unix_user.sh 4655c26f1f Add untracked project files and configs 2 minggu 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
sync_current_sprint.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 Minggu lalu
sync_taiga.py ef9531a80d TG-3: Update python sync script with correct username FrancoisLange 4 minggu lalu
taiga_sync_fixer.py 4655c26f1f Add untracked project files and configs 2 minggu lalu
taiga_sync_fixes.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 minggu lalu
taiga_wiki_bookmarks.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 minggu lalu
taiga_wiki_may07.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 Minggu lalu
taiga_wiki_push.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 minggu lalu
taiga_wiki_rename.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 minggu lalu
test_login.py d7f6558318 Add test login 2 minggu lalu
test_snmp.py 1d5ce8580c Add test SNMP script 2 minggu lalu
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 1 Minggu lalu
update_bookmarks.py e1d0132353 TG-85: Extreme performance tuning via Pre-fetch Context RAG and UI token streaming 1 Minggu lalu
update_taiga_status.py 9fc389ea56 feat: complete email alerting config and Taiga closure 1 Minggu lalu
wiki_links_test.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 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.
  • 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.
  • High-Performance Database: Implements Grouped Vertical Partitioning to bypass InnoDB limits, featuring FULLTEXT indexing for lightning-fast search capabilities across millions of foods.

Documentation

Please refer to the docs/ folder for detailed guides:

Tech Stack

  • Frontend: Streamlit
  • Database: MySQL 8.0
  • AI Engine: Ollama (Mistral / Llama3)
  • Deployment: Native Ubuntu, Docker, Kubernetes
  • Project Management: Taiga (Synced dynamically via Python)