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@@ -10,7 +10,7 @@
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The **Local Food AI** capstone project has successfully completed all sprint iterations. The system stands fully verified, containerized, and documented.
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### What Has Been Done
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-1. **Model Upgraded to Ollama Latest**: Transitioned from the lightweight `llama3.2:1b` model to the much more robust and recent **`llama3.2:3b`** model (2.0 GB). Programmatically downloaded and installed it natively inside the `food_project-ollama-1` container, and fully updated all application endpoints in `app.py`.
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+1. **Model Upgraded to Ollama Latest**: Transitioned from the `llama3.2:3b` model to the much more robust, large reasoning-focused **`qwen2.5:7b`** model (4.7 GB) with structured XML Chain-of-Thought (CoT) calculations. Programmatically downloaded and installed it natively inside the `food_project-ollama-1` container, and fully updated all application endpoints in `app.py`.
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2. **Taiga Deliverables Synchronized**: Checked the live Taiga API on server `192.168.130.161`. All 30 User Stories, all technical tasks, and all issues in Project ID 21 (Sprint 7 Milestone) are **100% completed and officially closed**!
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3. **Database Architecture & Partitioning**: Loaded and vertically partitioned the 3GB OpenFoodFacts macro data into MySQL. Configured matching FULLTEXT engines to search records in less than **0.04s** (averaging 90% latency reduction).
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4. **DevSecOps Observability**: Completed SNMPv2c telemetry configuration, custom application traps, and configured automated trigger alerts directly inside Zabbix on `192.168.130.170`.
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@@ -27,7 +27,7 @@ Below is an exhaustive catalog of every critical file in the repository, detaili
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| File Path | Purpose & Technical Responsibility | Commit | Author | Commit Date | Last Commit Message |
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| :--- | :--- | :--- | :--- | :--- | :--- |
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-| **app.py**<br>`./app.py` | Core Streamlit Web Application. Hosts the clinical food search engine, the RAG chat dietitian interface (utilizing Ollama and SearXNG tool calling), and the visual plate builder. | `8b833bc` | Lange François | 2026/05/21 10:30:14 | *TG-151 #closed - Upgrade Ollama model to Llama3.2:3b and synchronize/close Taiga Agile deliverables* |
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+| **app.py**<br>`./app.py` | Core Streamlit Web Application. Hosts the clinical food search engine, the RAG chat dietitian interface (utilizing Ollama and SearXNG tool calling), and the visual plate builder. | `3e5cddb` | Lange François | 2026/05/22 09:47:33 | *TG-221 #closed - Refactor Ask Chat system prompt to use Chain of Thought (CoT) reasoning for higher clinical accuracy* |
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| **ingest_csv.py**<br>`./ingest_csv.py` | High-performance background database loader. Stream-reads and batch-inserts the 3GB OpenFoodFacts dataset into MySQL using Pandas chunking and optimizes indices post-load. | `264d274` | lanfr144 | 2026/05/21 09:43:09 | *TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag* |
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| **unit_converter.py**<br>`./unit_converter.py` | Mathematical converter engine that parses natural recipe volume inputs (e.g. cups, spoons) and converts them to metric weights based on macro density mappings. | `ea04a85` | lanfr144 | 2026/05/08 08:57:06 | *TG-86: finalize system pre-initialization, auto-pull LLM, egg scales* |
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| **snmp_notifier.py**<br>`./snmp_notifier.py` | Observability SNMP utility. Formulates and transmits raw SNMP trap payloads to the central Zabbix monitoring server on critical application failures. | `264d274` | lanfr144 | 2026/05/21 09:43:09 | *TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag* |
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@@ -45,17 +45,20 @@ Below is an exhaustive catalog of every critical file in the repository, detaili
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| **start_batch_ingest.sh**<br>`./start_batch_ingest.sh` | Asynchronous background shell script wrapping the main csv ingestion stream inside a detached session. | `00f1d63` | lanfr144 | 2026/04/24 07:50:40 | *Fix python virtual env paths* |
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| **download_csv.sh**<br>`./download_csv.sh` | Downloader helper script that fetches specific smaller subsets of OpenFoodFacts CSV files. | `1a3cdca` | lanfr144 | 2026/05/05 07:14:54 | *fix: resolve pip encoding issue and add exec permissions to download script* |
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| **master_trigger.sh**<br>`./master_trigger.sh` | Orchestrator script that wakes and verifies multiple secondary subservices in sequence. | `38a83a1` | lanfr144 | 2026/04/23 10:50:37 | *Deployment Finalization: Vitamin schemas, Green UI, and Taiga tools* |
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-| **manage_services.sh**<br>`./manage_services.sh` | DevOps service manager script. Handles automated, sequential startup, shutdown, restart, and health checking of all container elements in the stack. | `N/A` | N/A | N/A | *N/A* |
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-| **generate_docs.py**<br>`./generate_docs.py` | Dynamic doc generator. Generates and mirrors all markdown manuals under `/docs` with live Git log metadata injection. | `8b833bc` | Lange François | 2026/05/21 10:30:14 | *TG-151 #closed - Upgrade Ollama model to Llama3.2:3b and synchronize/close Taiga Agile deliverables* |
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+| **manage_services.sh**<br>`./manage_services.sh` | DevOps service manager script. Handles automated, sequential startup, shutdown, restart, and health checking of all container elements in the stack. | `78a1c2c` | Lange François | 2026/05/22 07:55:19 | *docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment* |
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+| **generate_docs.py**<br>`./generate_docs.py` | Dynamic doc generator. Generates and mirrors all markdown manuals under `/docs` with live Git log metadata injection. | `09c5304` | Lange François | 2026/05/22 09:19:09 | *TG-220 TG-221 TG-222 #closed - Upgrade Ollama to Qwen2.5-7B, refactor backend prompts for XML scratchpad reasoning, and implement response parsing* |
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| **docker-compose.yml**<br>`./docker-compose.yml` | Main 10-container Docker orchestration map defining MySQL, App UI, Ollama Engine, SearXNG, Nginx proxy, Airflow stack, and Zabbix server suites. | `264d274` | lanfr144 | 2026/05/21 09:43:09 | *TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag* |
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| **docker-compose_skip.yml**<br>`./docker-compose_skip.yml` | Resilient 8-container offline/local single-node orchestration manifest. | `264d274` | lanfr144 | 2026/05/21 09:43:09 | *TG-442: Sync resilience configurations, resolve SearXNG crash, and update docs with dynamic custom Git log ID and tag* |
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+| **docker-compose-wsl.yml**<br>`./docker-compose-wsl.yml` | WSL2-specific Docker Compose configuration file. Configures services with a +20 port shift to guarantee zero port conflicts on developer workstations. | `c52c6a1` | Lange François | 2026/05/31 15:41:22 | *docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export* |
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| **alembic.ini**<br>`./alembic.ini` | Alembic configuration setting routing database connection URIs for versioning schemas. | `73f7a04` | lanfr144 | 2026/04/24 16:18:55 | *Optimize horizontal partitioning to slice into 8-column chunks bypassing InnoDB limits* |
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| **my.cnf**<br>`./my.cnf` | Custom tuned MySQL database performance settings enabling local_infile data loading and index page buffers. | `86c76e2` | lanfr144 | 2026/04/17 10:26:35 | *TG-1: Fix MySQL 8.0 startup crash by removing premature validate_password plugin config* |
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| **.env**<br>`./.env` | Secret storage container holding encrypted MySQL user passwords and active environment flags. | `ca3877d` | lanfr144 | 2026/05/13 11:15:42 | *Stop save the .env file* |
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| **.gitattributes**<br>`./.gitattributes` | Git clean/smudge layout mapping enabling automatic tracking of dynamic $Id$ metadata expansion within version files. | `0cfdf52` | lanfr144 | 2026/05/07 09:54:17 | *TG-85: enable export-subst for Format string git identification* |
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| **requirements.txt**<br>`./requirements.txt` | Python runtime dependency catalog storing strict library versioning constraints. | `bb2ac28` | lanfr144 | 2026/05/11 07:59:05 | *fix requirements.txt encoding for fpdf2* |
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-| **scripts/generate_pdfs.py**<br>`./scripts/generate_pdfs.py` | PDF document builder. Converts all markdown documentation manuals under `/docs` into high-fidelity PDF format with expanded Git version headers. | `3606c03` | Lange François | 2026/05/21 10:12:53 | *TG-442: Update Git $ log fields, date format, and redesign architecture.md diagram* |
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-| **scripts/generate_project_report.py**<br>`./scripts/generate_project_report.py` | Technical project report generator. Automatically gathers codebase structure, Git commit metadata, and purpose records to construct the Project.pdf report. | `8b833bc` | Lange François | 2026/05/21 10:30:14 | *TG-151 #closed - Upgrade Ollama model to Llama3.2:3b and synchronize/close Taiga Agile deliverables* |
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+| **INSTALL_WSL.md**<br>`./INSTALL_WSL.md` | WSL2 deployment guide. Provides step-by-step instructions for installing and deploying the application inside WSL2 with port shifts. | `c52c6a1` | Lange François | 2026/05/31 15:41:22 | *docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export* |
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+| **taiga/local-food-ai-1-36f35ff9-da1b-4eb5-9309-058448c998ad.json**<br>`./taiga/local-food-ai-1-36f35ff9-da1b-4eb5-9309-058448c998ad.json` | Historical Taiga Agile export. Contains the complete project history, including all closed user stories, tasks, and sprint configurations. | `c52c6a1` | Lange François | 2026/05/31 15:41:22 | *docs: add WSL installation runbook, WSL compose file with shifted ports, and Taiga JSON export* |
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+| **scripts/generate_pdfs.py**<br>`./scripts/generate_pdfs.py` | PDF document builder. Converts all markdown documentation manuals under `/docs` into high-fidelity PDF format with expanded Git version headers. | `78a1c2c` | Lange François | 2026/05/22 07:55:19 | *docs: Hardening, hybrid landscape, documentation index, and US-203 Taiga tasks alignment* |
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+| **scripts/generate_project_report.py**<br>`./scripts/generate_project_report.py` | Technical project report generator. Automatically gathers codebase structure, Git commit metadata, and purpose records to construct the Project.pdf report. | `a7732e0` | Lange François | 2026/05/31 15:41:33 | *docs: add WSL runbook, WSL compose file, and Taiga JSON export to report catalog* |
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| **scripts/setup_deploy.py**<br>`./scripts/setup_deploy.py` | DevOps deployment script. Orchestrates local and VM container sets, verifying network connectivity and system parameters. | `0065125` | lanfr144 | 2026/05/20 08:52:08 | *TG-202: Add log rotation limits to prevent 100% disk usage* |
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| **scripts/taiga_sync_final.py**<br>`./scripts/taiga_sync_final.py` | Taiga automated synchronization helper. Pushes bug tickets, fills wiki pages, and assigns unassigned user stories. | `a4342d3` | lanfr144 | 2026/05/19 09:09:10 | *TG-198: Add Taiga consistency automation script for full Jira/Agile alignment* |
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