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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.

Дрво: acc51aa882
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LocalFoodAI_lan...
lanfr144 acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
.agents acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
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. пре 3 недеља
alembic 0fd29e16de Reduce partition chunk size to 4 to bypass persistent row size error; include initial alembic migration пре 3 недеља
docker 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga пре 1 недеља
docs 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion пре 1 недеља
k8s 4655c26f1f Add untracked project files and configs пре 2 недеља
legacy_scripts c812444386 Sprint 6: Complete documentation and code cleanup пре 2 недеља
nginx 50d8206bd3 TG-85: finalize missing Nginx proxy and bookmarks scripts пре 1 недеља
scratch acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
searxng acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
taiga_wiki e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki пре 4 недеља
.dockerignore 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore пре 1 недеља
.env acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
.gitattributes 0cfdf52814 TG-85: enable export-subst for Format string git identification пре 1 недеља
.gitignore 4655c26f1f Add untracked project files and configs пре 2 недеља
AGENTS.md acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
Final_Presentation.html 1558f08eca Execute Implementation Plan 2 пре 3 недеља
PROJECT_CONTEXT.md e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration пре 2 недеља
Project.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
README.md c812444386 Sprint 6: Complete documentation and code cleanup пре 2 недеља
Retro Planning.pdf acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
alembic.ini 73f7a04cd0 Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits пре 3 недеља
app.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
backup_db.sh 0cfdf52814 TG-85: enable export-subst for Format string git identification пре 1 недеља
check_users.py 7766898050 Add check users script пре 2 недеља
close_sprint10.py 5f5b698954 chore: add script to finalize and close Taiga Sprint 10 пре 1 недеља
configure_zabbix_dependencies.py 9506807c76 feat: add Zabbix dashboard creation script пре 1 недеља
configure_zabbix_email.py 097b99bd50 fix: update Zabbix auth payload for v7.0 and add debug logs пре 1 недеља
configure_zabbix_teams.py db8b1a54d3 feat: integrate Zabbix with Microsoft Teams webhook пре 1 недеља
create_bookmarks_page.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
create_taiga_task.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga пре 1 недеља
create_zabbix_dashboard.py ba0c30a5c1 TG-86: finalize zabbix dashboard generation script пре 5 дана
data_sync.sh 214521fd62 TG-85: rewrite data_sync to auto-detach securely with nohup пре 1 недеља
deploy.sh a54dc25344 TG-21: Update deploy.sh to include requests connectivity dependency. пре 3 недеља
docker-compose.yml acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
download_csv.sh 1a3cdcaf36 fix: resolve pip encoding issue and add exec permissions to download script пре 1 недеља
generate_docs.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion пре 1 недеља
generate_taiga_wiki.py e78a25bf3c TG-2: Populate Sprint 2 accomplishments in Taiga Wiki пре 4 недеља
ingest_csv.py 84cb5bdc6b TG-85: pre-emptive DB cleaning via Upsert, Cascaded UI Plate Builder, scaled units пре 1 недеља
init.sql 6cb128ca1c TG-86: EMERGENCY FIX schema exact columns and docker compose crash пре 1 недеља
init_zabbix_db.sh 06df1fda4e Add Zabbix DB init script пре 2 недеља
master_trigger.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools пре 3 недеља
my.cnf 86c76e282d TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config пре 4 недеља
myloginpath.py 4655c26f1f Add untracked project files and configs пре 2 недеља
project_text.txt acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
proper_reset.sh 776d6a6153 Add proper reset пре 2 недеља
requirements.txt bb2ac28c2e fix requirements.txt encoding for fpdf2 пре 5 дана
reset_zabbix_db.sh 9e59bd56c5 Add reset DB script пре 2 недеља
retro_planning_text.txt acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
rotate_passwords.py 05df9bef41 fix: remove GPU reservation, change MySQL port to avoid collision, add dockerignore пре 1 недеља
setup_mail_forwarding.sh ab7e3b1d3a TG-2: Restructure schema for all CSV columns, async ingestion, and mail forwarding пре 3 недеља
setup_nginx_zabbix.py 9698cb2db2 feat: add Zabbix web scenario monitoring for Nginx proxy пре 1 недеља
setup_postfix.sh 38a83a1bf0 Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools пре 3 недеља
setup_searxng.sh ebfb102bc7 TG-20: Create setup_searxng.sh to install Docker and bind anonymous SearXNG to localhost:8080. пре 3 недеља
setup_sprint10_taiga.py 3fbfdf8004 chore: sync project management by creating Taiga Sprint 10 пре 1 недеља
setup_sprint11_taiga.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
setup_sprint7_taiga.py e3f96b1f33 Sprint 7: Zabbix and SNMPv3 Monitoring Integration пре 2 недеља
setup_sprint8_taiga.py 69bad82b3b Add Sprint 8 Taiga script пре 2 недеља
setup_unix_user.sh 4655c26f1f Add untracked project files and configs пре 2 недеља
snmp_notifier.py 1b9e8b1fab fix: auto-create target tables and sanitize snmp notifications пре 1 недеља
start_batch_ingest.sh 00f1d63625 Fix python virtual env paths пре 3 недеља
sync_current_sprint.py 2a4f8d488f feat: Containerize components, configure Zabbix rules, sync Taiga пре 1 недеља
sync_taiga.py ef9531a80d TG-3: Update python sync script with correct username FrancoisLange пре 4 недеља
taiga_audit.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
taiga_sync_fixer.py 4655c26f1f Add untracked project files and configs пре 2 недеља
taiga_sync_fixes.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON пре 2 недеља
taiga_sync_sprint11_p2.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
taiga_wiki_260508.py acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
taiga_wiki_bookmarks.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON пре 2 недеља
taiga_wiki_may07.py 44fb10980d TG-85: finalize Scrum Sprint 10 with docs mirror and Git keyword expansion пре 1 недеља
taiga_wiki_push.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON пре 2 недеља
taiga_wiki_rename.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON пре 2 недеља
task_plan.md acc51aa882 TG-439: Deploy Local SearXNG Web Search Tool пре 3 дана
test_login.py d7f6558318 Add test login пре 2 недеља
test_snmp.py 1d5ce8580c Add test SNMP script пре 2 недеља
unit_converter.py ea04a85037 TG-86: finalize system pre-initialization, auto-pull LLM, egg scales пре 1 недеља
update_bookmarks.py e1d0132353 TG-85: Extreme performance tuning via Pre-fetch Context RAG and UI token streaming пре 1 недеља
update_taiga_status.py 9fc389ea56 feat: complete email alerting config and Taiga closure пре 1 недеља
wiki_links_test.py 8cfa56c45a TG-154: Phase 3 Overhaul - Fix pandas limit, Plate Builder, Chat, Meal Planner JSON пре 2 недеља
zabbix_telemetry.py 7ca6cd88d5 TG-86: decouple telemetry script from streamlit app пре 1 недеља

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)