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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.

目錄樹: 3fbfdf8004
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LocalFoodAI_lan...
lanfr144 3fbfdf8004 chore: sync project management by creating Taiga Sprint 10 1 周之前
.agents 7d59646d57 TG-6: Finalize remaining files 4 周之前
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 周之前
alembic 0fd29e16de Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration 3 周之前
docker 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 周之前
docs 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前
k8s 4655c26f1f Add untracked project files and configs 2 周之前
legacy_scripts c812444386 Sprint 6: Complete documentation and code cleanup 2 周之前
taiga_wiki e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 周之前
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 周之前
.gitignore 4655c26f1f Add untracked project files and configs 2 周之前
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 3 周之前
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 周之前
README.md c812444386 Sprint 6: Complete documentation and code cleanup 2 周之前
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 3 周之前
app.py 9dbc74e194 feat: optimize SQL queries with Subquery First strategy and add execution timers 1 周之前
check_users.py 7766898050 Add check users script 2 周之前
configure_zabbix_dependencies.py 9506807c76 feat: add Zabbix dashboard creation script 1 周之前
configure_zabbix_email.py 097b99bd50 fix: update Zabbix auth payload for v7.0 and add debug logs 1 周之前
configure_zabbix_teams.py db8b1a54d3 feat: integrate Zabbix with Microsoft Teams webhook 1 周之前
create_taiga_task.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 周之前
create_zabbix_dashboard.py 097b99bd50 fix: update Zabbix auth payload for v7.0 and add debug logs 1 周之前
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. 3 周之前
docker-compose.yml ca99780187 fix: inject app auth credentials into app container to resolve privilege error 1 周之前
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script 1 周之前
generate_taiga_wiki.py e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 周之前
ingest_csv.py c7cd9fd068 fix: increase field sizes to LONGTEXT and VARCHAR(255) to prevent truncation 1 周之前
init.sql f85d03be09 fix: add missing plates tables and partitioned products permissions 1 周之前
init_zabbix_db.sh 06df1fda4e Add Zabbix DB init script 2 周之前
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 周之前
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 4 周之前
myloginpath.py 4655c26f1f Add untracked project files and configs 2 周之前
proper_reset.sh 776d6a6153 Add proper reset 2 周之前
requirements.txt d45e46c44d fix: add missing sqlalchemy and requests dependencies 1 周之前
reset_zabbix_db.sh 9e59bd56c5 Add reset DB script 2 周之前
rotate_passwords.py 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 周之前
setup_mail_forwarding.sh ab7e3b1d3a TG-2: Restructure schema for all CSV columns, async ingestion, and mail forwarding 3 周之前
setup_postfix.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 周之前
setup_searxng.sh ebfb102bc7 TG-20: Create setup_searxng.sh to install Docker and bind anonymous SearXNG to localhost:8080. 3 周之前
setup_sprint10_taiga.py 3fbfdf8004 chore: sync project management by creating Taiga Sprint 10 1 周之前
setup_sprint7_taiga.py e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 周之前
setup_sprint8_taiga.py 69bad82b3b Add Sprint 8 Taiga script 2 周之前
setup_unix_user.sh 4655c26f1f Add untracked project files and configs 2 周之前
snmp_notifier.py 1b9e8b1fab fix: auto-create target tables and sanitize snmp notifications 1 周之前
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths 3 周之前
sync_current_sprint.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 周之前
sync_taiga.py ef9531a80d TG-3: Update python sync script with correct username FrancoisLange 4 周之前
taiga_sync_fixer.py 4655c26f1f Add untracked project files and configs 2 周之前
taiga_sync_fixes.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前
taiga_wiki_bookmarks.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前
taiga_wiki_push.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前
taiga_wiki_rename.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前
test_login.py d7f6558318 Add test login 2 周之前
test_snmp.py 1d5ce8580c Add test SNMP script 2 周之前
unit_converter.py 620543f87d Implement full dynamic CSV schema ingestion and unit conversion module 2 周之前
update_taiga_status.py 9fc389ea56 feat: complete email alerting config and Taiga closure 1 周之前
wiki_links_test.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 周之前

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.
  • 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)