updt

readme.md

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+# Supermicro X9DRW-iF AI Coding Server
+## Guida Completa Setup Produzione CPU-Only
+
+## Hardware
+
+### Server
+- Supermicro X9DRW-iF
+- 2x Intel Xeon E5-2680 v2
+- 256GB ECC DDR3
+
+### Storage
+- SSD SATA 128GB
+- HDD WD Red 2TB
+
+### Obiettivo
+Server AI locale per:
+- coding assistant
+- repository analysis
+- RAG
+- AI agent
+- inferenza locale CPU-only
+- accesso web LAN
+
+---
+
+# Architettura Finale
+
+## SSD 128GB
+Sistema operativo + runtime AI
+
+Contiene:
+- Debian
+- Ollama
+- Open WebUI
+- cache runtime
+- modello attivo
+
+---
+
+## HDD 2TB
+Storage AI
+
+Contiene:
+- modelli GGUF
+- repository Git
+- vector database
+- dataset
+- backup
+
+---
+
+# 1. Installazione Debian
+
+## ISO consigliata
+
+Debian 12 minimal netinstall
+
+Sito:
+https://www.debian.org/download
+
+---
+
+## Durante installazione
+
+### Selezionare:
+- SSH Server
+- Standard system utilities
+
+### NON selezionare:
+- Desktop Environment
+- GNOME
+- KDE
+- print server
+- web server
+
+---
+
+# 2. Configurazione dischi
+
+## SSD 128GB
+
+### Partizionamento
+
+| Mount | Size |
+|---|---|
+| / | 100GB |
+| swap | 8-16GB |
+
+Filesystem:
+- ext4
+
+---
+
+## HDD 2TB
+
+Filesystem:
+- ext4
+
+Mount point:
+
+```bash
+/mnt/ai-data
+```
+
+---
+
+# 3. Primo avvio
+
+Aggiornare sistema:
+
+```bash
+sudo apt update && sudo apt upgrade -y
+```
+
+Installare utility:
+
+```bash
+sudo apt install -y \
+git curl wget htop btop tmux nano \
+build-essential cmake python3 python3-pip \
+nvme-cli unzip
+```
+
+---
+
+# 4. Configurazione HDD
+
+## Identificare UUID
+
+```bash
+sudo blkid
+```
+
+## Creare mountpoint
+
+```bash
+sudo mkdir -p /mnt/ai-data
+```
+
+## Modificare fstab
+
+```bash
+sudo nano /etc/fstab
+```
+
+Aggiungere:
+
+```fstab
+UUID=INSERISCI_UUID /mnt/ai-data ext4 defaults,noatime 0 2
+```
+
+## Test mount
+
+```bash
+sudo mount -a
+```
+
+Verifica:
+
+```bash
+df -h
+```
+
+---
+
+# 5. Ottimizzazioni CPU
+
+## Installare cpupower
+
+```bash
+sudo apt install linux-cpupower -y
+```
+
+## Impostare governor performance
+
+```bash
+sudo cpupower frequency-set -g performance
+```
+
+Verifica:
+
+```bash
+cpupower frequency-info
+```
+
+---
+
+# 6. Installazione Ollama
+
+```bash
+curl -fsSL https://ollama.com/install.sh | sh
+```
+
+Verifica:
+
+```bash
+ollama --version
+```
+
+---
+
+# 7. Spostare storage modelli su HDD
+
+```bash
+sudo mkdir -p /mnt/ai-data/ollama
+sudo systemctl stop ollama
+sudo mv /usr/share/ollama/* /mnt/ai-data/ollama/
+sudo rm -rf /usr/share/ollama
+sudo ln -s /mnt/ai-data/ollama /usr/share/ollama
+sudo systemctl start ollama
+```
+
+---
+
+# 8. Ottimizzazione Ollama
+
+```bash
+sudo mkdir -p /etc/systemd/system/ollama.service.d
+sudo nano /etc/systemd/system/ollama.service.d/override.conf
+```
+
+Contenuto:
+
+```ini
+[Service]
+Environment="OLLAMA_NUM_PARALLEL=1"
+Environment="OLLAMA_MAX_LOADED_MODELS=1"
+Environment="OLLAMA_KEEP_ALIVE=24h"
+Environment="OLLAMA_HOST=0.0.0.0:11434"
+```
+
+Reload:
+
+```bash
+sudo systemctl daemon-reload
+sudo systemctl restart ollama
+```
+
+---
+
+# 9. Installazione Docker
+
+```bash
+curl -fsSL https://get.docker.com | sh
+sudo usermod -aG docker $USER
+```
+
+Logout/login richiesto.
+
+---
+
+# 10. Installazione Open WebUI
+
+```bash
+docker run -d \
+-p 3000:8080 \
+-v open-webui:/app/backend/data \
+--name open-webui \
+--restart always \
+ghcr.io/open-webui/open-webui:main
+```
+
+---
+
+# 11. Accesso WebUI
+
+```text
+http://IP_SERVER:3000
+```
+
+---
+
+# 12. Installazione modelli
+
+## Qwen2.5 Coder 7B
+
+```bash
+ollama pull qwen2.5-coder:7b
+```
+
+## Qwen2.5 Coder 14B
+
+```bash
+ollama pull qwen2.5-coder:14b
+```
+
+## DeepSeek Coder
+
+```bash
+ollama pull deepseek-coder:6.7b
+```
+
+---
+
+# 13. Prestazioni attese
+
+| Modello | Velocità |
+|---|---|
+| 7B Q4 | 6-15 tok/s |
+| 14B | 3-7 tok/s |
+| 32B | 1-3 tok/s |
+
+---
+
+# 14. Integrazione VSCode
+
+VSCode:
+https://code.visualstudio.com/
+
+Continue:
+https://continue.dev/
+
+Config esempio:
+
+```yaml
+name: Smart Local Router
+version: 1.0.0
+schema: v1
+
+models:
+  # 🧠 CODING MODEL (DEFAULT)
+  - name: DeepSeek Coder
+    provider: ollama
+    model: deepseek-coder-v2:16b
+    apiBase: http://192.168.1.250:11434
+    roles:
+      - chat
+      - edit
+      - apply
+
+  # 🤖 AGENT MODEL
+  - name: Qwen Agent
+    provider: ollama
+    model: qwen2.5-coder:14b
+    apiBase: http://192.168.1.250:11434
+    roles:
+      - chat
+      - edit
+      - apply
+
+context:
+  - provider: code
+  - provider: diff
+  - provider: terminal
+  - provider: problems
+  - provider: folder
+  - provider: repo-map
+  - provider: os
+```
+
+---
+
+# 15. Installazione Aider
+
+```bash
+pip install aider-chat
+```
+
+Uso:
+
+```bash
+cd progetto
+aider
+```
+
+Esempi:
+- Refactor this class
+- Add JWT authentication
+- Write unit tests
+
+---
+
+# 16. Struttura consigliata
+
+```text
+/mnt/ai-data/
+├── models/
+├── repos/
+├── embeddings/
+├── vector-db/
+├── backups/
+└── datasets/
+```
+
+---
+
+# 17. Monitoring
+
+```bash
+htop
+btop
+```
+
+Temperature:
+
+```bash
+sudo apt install lm-sensors
+sudo sensors-detect
+sensors
+```
+
+---
+
+# 18. Firewall
+
+```bash
+sudo apt install ufw
+sudo ufw allow ssh
+sudo ufw allow 3000/tcp
+sudo ufw allow 11434/tcp
+sudo ufw enable
+```
+
+---
+
+# 19. Accesso SSH
+
+```bash
+ssh utente@IP_SERVER
+```
+
+---
+
+# 20. Upgrade futuri
+
+1. SSD più grande
+2. RTX 3090
+3. NVMe PCIe adapter
+4. Più storage
+
+---
+
+# 21. Workflow consigliato
+
+1. VSCode + Continue
+2. Ollama locale
+3. Aider per refactor
+4. Open WebUI per chat
+5. Repository indicizzati
+
+---
+
+# 22. Comandi utili
+
+Lista modelli:
+
+```bash
+ollama list
+```
+
+Eseguire modello:
+
+```bash
+ollama run qwen2.5-coder:7b
+```
+
+Eliminare modello:
+
+```bash
+ollama rm nome-modello
+```
+
+Stato servizio:
+
+```bash
+systemctl status ollama
+```
+
+---
+
+# Fine
+
+Configurazione attuale:
+
+# Skynet.lbs.farm
+
+### Utente
+```
+user lbsadmin
+pwd  <solita>
+```
+
+### Per monitorare le risorse
+
+```bash
+bashtop
+```
+
+### Modello usato
+
+```bash
+ollama pull deepseek-coder-v2:16b
+ollama pull qwen2.5-coder:14b
+```
+