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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.

Мод: 730fcba030
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LocalFoodAI_lan...
lanfr144 730fcba030 fix bytearray stream format for streamlit pdf download 5 өдөр өмнө
.agents 7d59646d57 TG-6: Finalize remaining files 1 сар өмнө
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 долоо хоног өмнө
alembic 0fd29e16de Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration 3 долоо хоног өмнө
docker 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 долоо хоног өмнө
docs 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 долоо хоног өмнө
k8s 4655c26f1f Add untracked project files and configs 2 долоо хоног өмнө
legacy_scripts c812444386 Sprint 6: Complete documentation and code cleanup 2 долоо хоног өмнө
nginx 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts 1 долоо хоног өмнө
taiga_wiki e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 долоо хоног өмнө
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 долоо хоног өмнө
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification 1 долоо хоног өмнө
.gitignore 4655c26f1f Add untracked project files and configs 2 долоо хоног өмнө
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 3 долоо хоног өмнө
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 долоо хоног өмнө
README.md c812444386 Sprint 6: Complete documentation and code cleanup 2 долоо хоног өмнө
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits 3 долоо хоног өмнө
app.py 730fcba030 fix bytearray stream format for streamlit pdf download 5 өдөр өмнө
backup_db.sh 0cfdf52814 TG-85: enable export-subst for Format string git identification 1 долоо хоног өмнө
check_users.py 7766898050 Add check users script 2 долоо хоног өмнө
close_sprint10.py 5f5b698954 chore: add script to finalize and close Taiga Sprint 10 1 долоо хоног өмнө
configure_zabbix_dependencies.py 9506807c76 feat: add Zabbix dashboard creation script 1 долоо хоног өмнө
configure_zabbix_email.py 097b99bd50 fix: update Zabbix auth payload for v7.0 and add debug logs 1 долоо хоног өмнө
configure_zabbix_teams.py db8b1a54d3 feat: integrate Zabbix with Microsoft Teams webhook 1 долоо хоног өмнө
create_bookmarks_page.py 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts 1 долоо хоног өмнө
create_taiga_task.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 долоо хоног өмнө
create_zabbix_dashboard.py ba0c30a5c1 TG-86: finalize zabbix dashboard generation script 5 өдөр өмнө
data_sync.sh 214521fd62 TG-85: rewrite data_sync to auto-detach securely with nohup 1 долоо хоног өмнө
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. 3 долоо хоног өмнө
docker-compose.yml 6cb128ca1c TG-86: EMERGENCY FIX schema exact columns and docker compose crash 1 долоо хоног өмнө
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script 1 долоо хоног өмнө
generate_docs.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 долоо хоног өмнө
generate_taiga_wiki.py e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki 4 долоо хоног өмнө
ingest_csv.py 84cb5bdc6b TG-85: pre-emptive DB cleaning via Upsert, Cascaded UI Plate Builder, scaled units 1 долоо хоног өмнө
init.sql 6cb128ca1c TG-86: EMERGENCY FIX schema exact columns and docker compose crash 1 долоо хоног өмнө
init_zabbix_db.sh 06df1fda4e Add Zabbix DB init script 2 долоо хоног өмнө
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 долоо хоног өмнө
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config 4 долоо хоног өмнө
myloginpath.py 4655c26f1f Add untracked project files and configs 2 долоо хоног өмнө
proper_reset.sh 776d6a6153 Add proper reset 2 долоо хоног өмнө
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 5 өдөр өмнө
reset_zabbix_db.sh 9e59bd56c5 Add reset DB script 2 долоо хоног өмнө
rotate_passwords.py 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore 1 долоо хоног өмнө
setup_mail_forwarding.sh ab7e3b1d3a TG-2: Restructure schema for all CSV columns, async ingestion, and mail forwarding 3 долоо хоног өмнө
setup_nginx_zabbix.py 9698cb2db2 feat: add Zabbix web scenario monitoring for Nginx proxy 1 долоо хоног өмнө
setup_postfix.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools 3 долоо хоног өмнө
setup_searxng.sh ebfb102bc7 TG-20: Create setup_searxng.sh to install Docker and bind anonymous SearXNG to localhost:8080. 3 долоо хоног өмнө
setup_sprint10_taiga.py 3fbfdf8004 chore: sync project management by creating Taiga Sprint 10 1 долоо хоног өмнө
setup_sprint7_taiga.py e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration 2 долоо хоног өмнө
setup_sprint8_taiga.py 69bad82b3b Add Sprint 8 Taiga script 2 долоо хоног өмнө
setup_unix_user.sh 4655c26f1f Add untracked project files and configs 2 долоо хоног өмнө
snmp_notifier.py 1b9e8b1fab fix: auto-create target tables and sanitize snmp notifications 1 долоо хоног өмнө
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths 3 долоо хоног өмнө
sync_current_sprint.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga 1 долоо хоног өмнө
sync_taiga.py ef9531a80d TG-3: Update python sync script with correct username FrancoisLange 4 долоо хоног өмнө
taiga_sync_fixer.py 4655c26f1f Add untracked project files and configs 2 долоо хоног өмнө
taiga_sync_fixes.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 долоо хоног өмнө
taiga_wiki_bookmarks.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 долоо хоног өмнө
taiga_wiki_may07.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion 1 долоо хоног өмнө
taiga_wiki_push.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 долоо хоног өмнө
taiga_wiki_rename.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 долоо хоног өмнө
test_login.py d7f6558318 Add test login 2 долоо хоног өмнө
test_snmp.py 1d5ce8580c Add test SNMP script 2 долоо хоног өмнө
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales 1 долоо хоног өмнө
update_bookmarks.py e1d0132353 TG-85: Extreme performance tuning via Pre-fetch Context RAG and UI token streaming 1 долоо хоног өмнө
update_taiga_status.py 9fc389ea56 feat: complete email alerting config and Taiga closure 1 долоо хоног өмнө
wiki_links_test.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON 2 долоо хоног өмнө
zabbix_telemetry.py 7ca6cd88d5 TG-86: decouple telemetry script from streamlit app 1 долоо хоног өмнө

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)