01 / 07
Super-Ensemble v2.1 LIVE
217K Properties
Qwen3-235B Active
4 Servers Online
AI INTELLIGENCE INFRASTRUCTURE · MARCH 2026
Intelligence Infrastructure
0
PM2 Services
0
Properties
0
Contacts
0
Servers
// INFRASTRUCTURE
Server Architecture
179.46.224 Gateway 83 PM2 · Router · RAG 2591 docs · nginx 134.46.224 Scraper Data Plane v2.0 184 portals · 22K/7min 170.198.217 GPU Server RTX PRO 6000 · 96GB Qwen3-235B active 117.218.130 Compute Lovec v3 · OpenMemory Agent Zero · GIS MCP router.czechai.io data-plane:5100 ollama-gpu:11434 agent-zero:8230
// AI SERVICES
Service Ecosystem
🏠
Reality Intelligence
217K · 7 engines
:5111
🛡️
AML & Compliance
5 DBs · Real-time
:8093
📈
Market Intelligence
Trends · Analysis
:5400
👥
Registry & Contacts
1.15M contacts
:5500
🧠
RAG Knowledge
2591 docs · Qwen3
:8095
⚖️
Právník AI v2
25-step · 5 agents
:5710
// DATA PIPELINE
Reality Pipeline v2.0
01
🕸️
SCRAPING
184 portals
Sreality 22K/7min
Data Plane v2.0
02
🔧
CLEANING
RUIAN validation
Deduplication
65 columns
03
🤖
VALUATION
Super-Ensemble
7 engines · AI
GPS/KNN · 31ms
04
🎯
DETECTION
8K+ undervalued
>30% below SE2
Opportunity score
05
📊
EXPORT
XLSX daily 07:15
4 sheets · 50 cols
Dashboard :9102
PIPELINE CYCLE — 22 AUTOMATED STEPS 22 / 22
daemon mode · auto-restart · prometheus :9101 · dashboard :9102
217K
MASTER_LIVE.db
65 cols · 42.7K active
// GPU INFRASTRUCTURE
GPU Fleet — 96GB VRAM
root@217.198.112.170 — ollama list · nvidia-smi
MODEL / ALIAS
PARAMS
SPEED
VRAM
USAGE
aurum-chat
Qwen3-235B-A22B
235B
18 tok/s
94 GB
94/96 GB98%
aurum-brain
DeepSeek-R1:70b
70B
32 tok/s
42 GB
42/96 GB44%
aurum-code
Qwen3Next-80B
79.7B
— tok/s
52 GB
52/96 GB54%
qwen3.5:35b
Qwen3.5-35B-Instruct
35B
139 tok/s ⚡
24 GB
24/96 GB25%
qwen2.5-coder
Qwen2.5-Coder-32B
32B
— tok/s
20 GB
20/96 GB21%
👁️
Chandra OCR
GPU:5282 · 90+ langs
Vision-Language model
ONLINE
🔤
spaCy Czech NLP
179:5078 · NER + POS
xx_ent_wiki_sm + UDPipe
ONLINE
🔀
LLM Proxy
router.czechai.io/v1/llm
OpenAI format · all models
ONLINE
// NEW MODULES · Q1 2026
Recent Deployments
NEW
Lovec v3 MindSearch
117:5810 · 12 endpoints
Multi-source AI property hunter with deck.gl maps, parallel search across 47 portals
NEW
Chandra OCR Engine
GPU:5282 · Vision-Language
90+ language document processing, PDF/image OCR with AI extraction, katastral docs
NEW
4 MCP Servers
67+ tools · Claude Code
PixelPanda images, PowerPoint gen, Google Slides, Quarkdown — full document pipeline
NEW
Entity.czechai.io
48 tools · orchestrátor
All tools fixed, multi-agent planner, chart generation, mobile-optimized UI
UPDATE
Cockpit v3 Upgrades
nginx:3002 · 660 files
eDesky integration, sidebar navigation, photo gallery, Codex-assisted refactor
NEW
Hetzner dedi9544
188.40.28.226 · 2026-03-30
32 cores · 257GB RAM · NVMe RAID1 — production migration in progress
// APPLICATIONS
Platform Overview
🌐
CzechAI Platform
test.czechai.io
🎛️
Cockpit
chat.czechai.io:3002
🔬
Entity AI
entity.czechai.io
🏹
Lovec v3
117:5810
💼
LeadOps Enterprise
router:8210
🛋️
AI Interior
router/interior:5601
🎮
Gradio Demos
router/demos:5077
💻
GPU Coder
dev.1312.pro:3312
🐼
PandasAI
router/pandasai:5076
83+ services
4 servers
217K properties
March 2026