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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: 8e87d7f825
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LocalFoodAI_lan...
lanfr144 8e87d7f825 fix AI meal count prompt and use FPDF2 table engine for PDF generation 1 月之前
.agents 7d59646d57 TG-6: Finalize remaining files 2 月之前
AI_History a9a1aa8f56 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. 2 月之前
alembic b0692b7ed4 Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration 2 月之前
docker 52bda7df37 feat: Containerize components, configure Zabbix rules, sync Taiga 2 月之前
docs 366c69e754 TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 2 月之前
k8s 4112b60d71 Add untracked project files and configs 2 月之前
legacy_scripts d53e2000e6 Sprint 6: Complete documentation and code cleanup 2 月之前
nginx de8cac0c9c TG-85: finalize missing Nginx proxy and bookmarks scripts 2 月之前
taiga_wiki e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 2 月之前
.dockerignore d97797349f fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 2 月之前
.gitattributes c27dd6f411 TG-85: enable export-subst for Format string git identification 2 月之前
.gitignore 4112b60d71 Add untracked project files and configs 2 月之前
Final_Presentation.html a2d859e15b Execute Implementation Plan 2 2 月之前
PROJECT_CONTEXT.md 342ad4bd92 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 月之前
README.md d53e2000e6 Sprint 6: Complete documentation and code cleanup 2 月之前
alembic.ini 79e1835d2c Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 2 月之前
app.py 8e87d7f825 fix AI meal count prompt and use FPDF2 table engine for PDF generation 1 月之前
backup_db.sh c27dd6f411 TG-85: enable export-subst for Format string git identification 2 月之前
check_users.py ab6577f344 Add check users script 2 月之前
close_sprint10.py 75eebe0468 chore: add script to finalize and close Taiga Sprint 10 2 月之前
configure_zabbix_dependencies.py f52c4027cb feat: add Zabbix dashboard creation script 2 月之前
configure_zabbix_email.py 4950ef8f41 fix: update Zabbix auth payload for v7.0 and add debug logs 2 月之前
configure_zabbix_teams.py 9ded46ea37 feat: integrate Zabbix with Microsoft Teams webhook 2 月之前
create_bookmarks_page.py de8cac0c9c TG-85: finalize missing Nginx proxy and bookmarks scripts 2 月之前
create_taiga_task.py 52bda7df37 feat: Containerize components, configure Zabbix rules, sync Taiga 2 月之前
create_zabbix_dashboard.py 9e963e4d67 TG-86: finalize zabbix dashboard generation script 1 月之前
data_sync.sh 74c8546260 TG-85: rewrite data_sync to auto-detach securely with nohup 2 月之前
deploy.sh 942215fc72 TG-21: Update deploy.sh to include requests connectivity dependency. 2 月之前
docker-compose.yml 55464e26ef increase mysql healthcheck retries 1 月之前
download_csv.sh 6554145d0d fix: resolve pip encoding issue and add exec permissions to download script 2 月之前
generate_docs.py 366c69e754 TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 2 月之前
generate_taiga_wiki.py e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 2 月之前
ingest_csv.py e81736c3ec TG-85: pre-emptive DB cleaning via Upsert, Cascaded UI Plate Builder, scaled units 2 月之前
init.sql 923cbf260c TG-86: EMERGENCY FIX schema exact columns and docker compose crash 2 月之前
init_zabbix_db.sh b3927a920c Add Zabbix DB init script 2 月之前
master_trigger.sh d1c44bc989 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 2 月之前
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 2 月之前
myloginpath.py 4112b60d71 Add untracked project files and configs 2 月之前
proper_reset.sh 8ebd71c7b1 Add proper reset 2 月之前
requirements.txt 27b3618f3b fix requirements.txt encoding for fpdf2 1 月之前
reset_zabbix_db.sh 893ad9e858 Add reset DB script 2 月之前
rotate_passwords.py d97797349f fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 2 月之前
setup_mail_forwarding.sh ab7e3b1d3a TG-2: Restructure schema for all CSV columns, async ingestion, and mail forwarding 2 月之前
setup_nginx_zabbix.py e8f2e428b6 feat: add Zabbix web scenario monitoring for Nginx proxy 2 月之前
setup_postfix.sh d1c44bc989 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 2 月之前
setup_searxng.sh 2d7307f7e4 TG-20: Create setup_searxng.sh to install Docker and bind anonymous SearXNG to localhost:8080. 2 月之前
setup_sprint10_taiga.py b1cd5dac1d chore: sync project management by creating Taiga Sprint 10 2 月之前
setup_sprint7_taiga.py 342ad4bd92 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 月之前
setup_sprint8_taiga.py 3740dd8aad Add Sprint 8 Taiga script 2 月之前
setup_unix_user.sh 4112b60d71 Add untracked project files and configs 2 月之前
snmp_notifier.py 92fca88db4 fix: auto-create target tables and sanitize snmp notifications 2 月之前
start_batch_ingest.sh 433d123181 Fix python virtual env paths 2 月之前
sync_current_sprint.py 52bda7df37 feat: Containerize components, configure Zabbix rules, sync Taiga 2 月之前
sync_taiga.py ef9531a80d TG-3: Update python sync script with correct username FrancoisLange 2 月之前
taiga_sync_fixer.py 4112b60d71 Add untracked project files and configs 2 月之前
taiga_sync_fixes.py b634075a3c TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 月之前
taiga_wiki_bookmarks.py b634075a3c TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 月之前
taiga_wiki_may07.py 366c69e754 TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 2 月之前
taiga_wiki_push.py b634075a3c TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 月之前
taiga_wiki_rename.py b634075a3c TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 月之前
test_login.py 79789322c5 Add test login 2 月之前
test_snmp.py e48e7303c4 Add test SNMP script 2 月之前
unit_converter.py 6831915b67 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 2 月之前
update_bookmarks.py 91b63d7f90 TG-85: Extreme performance tuning via Pre-fetch Context RAG and UI token streaming 2 月之前
update_taiga_status.py 1cbdd147d8 feat: complete email alerting config and Taiga closure 2 月之前
wiki_links_test.py b634075a3c TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 月之前

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)