Enterprise AI Platform · 83 services online

CzechAI

Intelligence Infrastructure

Kompletni AI platforma pro cesky financni a realitni trh. Microservices architektura, GPU inference, real-time data pipeline.

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01 / 07

Infrastructure

Multi-Server Architektura

Distribuovana AI infrastruktura — 4 servery, 83+ PM2 sluzeb

🌐

Server 179 · Gateway

83 PM2 sluzeb · Router tower · RAG Knowledge Base (2591 docs) · Nginx proxy · chat.czechai.io

46.224.121.179 Primary

🕷️

Server 134 · Scraper

Data Plane v2.0 · 184 portals · Sreality Direct API · 22K records/7min · Reality Pipeline v2.0

46.224.232.134 Data

⚡

GPU 170 · AI Engine

RTX PRO 6000 · 96GB VRAM · Qwen3-235B + 5 models · Ollama inference · 18–139 tok/s

217.198.112.170 GPU

🧠

Server 117 · Compute

Lovec Agent · OpenMemory (MCP) · Agent Zero · Chandra OCR · Stagehand browser AI

94.130.218.117 Compute

🚀

          New: Hetzner dedi9544 · Online March 2026
        
          188.40.28.226 · 32 cores · 257 GB RAM · SSH: czechai@dedi9544.your-server.de -p 222 · High-performance compute expansion
        
257GB
RAM

02 / 07

Core Services

Klicove AI Sluzby

Production microservices · Real-time · Enterprise-grade

PORT :5111

Reality Intelligence

Super-Ensemble v2.1 · 7 engines · AI valuation + market analysis + znalecke korekce

217K

nemovitosti v DB

XGBoost CatBoost Qwen3

PORT :8093

AML & Compliance

Anti-money laundering screening · 5 databases · Real-time PEP & sanctions check

5 DBs

real-time screening

PEP Sanctions

PORT :5400

Market Intelligence

Trends analysis · Price time-series · Regional heatmaps · Opportunity scoring

Live

market feed

Trends Forecasts

PORT :5500

Registry & Contacts

1.15M kontaktu · ARES · Firmy · Justice · SVJ · Katastr propojeni

1.15M

verified contacts

ARES Justice

PORT :8095

RAG Knowledge Base

2591 dokumentu · Vector search · Multi-source ingestion · Czech law + market docs

2591

indexed documents

Embeddings FAISS

PORT :5710

Pravnik AI v2

25-step legal pipeline · 5 AI agents · Smlouvy · GDPR · Due-diligence · Katastr check

25

pipeline steps

Legal 5 Agents

03 / 07

Data Engine

Reality Pipeline v2.0

31/31 modulu · 22-step cycle · Daemon mode · Auto-export 07:15

Scraping

01 Sreality API Direct — 22K records

02 184 portals — mega_fabric_scraper

03 Data Plane v2.0 — warm pools

04 Image scraper — OG:image all portals

Cleaning & Enrichment

05 Deduplication + normalizace

06 GPS geocoding — Oceňovač :5300

07 ČÚZK katastr obohaceni

08 spaCy NLP extrakce

Valuation & Detection

09 Super-Ensemble v2.1 oceneni

10 Opportunity detection (8,016 podhodnocenych)

11 Smart XLSX export — 4 sheets, 50 cols

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nemovitosti

MASTER_LIVE.db

65

columns

22

steps

8K

opportunities

Pipeline Status

Daemon mode — running 24/7

Dashboard :9102 — live metrics

Auto-export XLSX @ 07:15 daily

04 / 07

Compute Power

GPU Fleet 96GB VRAM

RTX PRO 6000 · Ollama inference · Production models

Model	Params	Speed	VRAM	Use Case
aurum-chat Qwen3-235B	235B	18 tok/s	94 GB	Primary chat & reasoning
aurum-brain DeepSeek-R1:70b	70B	32 tok/s	~42 GB	Deep reasoning, analysis
qwen3.5:35b Qwen 3.5	35B	139 tok/s ⚡	24 GB	Fastest · High-volume batch
qwen2.5-coder:32b Qwen 2.5 Coder	32B	—	~20 GB	Code generation, Agent Zero

PORT :5282

👁️

Chandra OCR

Vision-language model · 90+ languages · Document AI · PDF extraction

PORT :5078

🔤

spaCy Czech NLP

NER · POS tagging · Lemmatization · AML entity extraction

PROXY :11434

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LLM Proxy

router.czechai.io/v1/llm · OpenAI-compatible · Load balancing

05 / 07

What's New

Nove Moduly Brezen 2026

6 major releases · Production-deployed · March 2026

NEW

🔍

Lovec v3 MindSearch

Autonomous web research · Recursive sub-queries · Multi-source synthesis · Real-time market intelligence gathering

Autonomous Qwen3-235B

NEW

👁️

Chandra OCR Engine

Vision-language model · 90+ languages · Katastralní mapy · PDF/image extraction · Table recognition

:5282 Vision AI

NEW

🔌

4 MCP Servers

67+ tools deployed: PixelPanda image AI · PowerPoint automation · Google Slides · Quarkdown document engine

67+ tools MCP

FIXED

🤖

Entity.czechai.io

48 AI tools · Orchestrator planner fix · Mobile responsive overhaul · Streamlined multi-agent coordination

48 tools Multi-agent

UPGRADE

🎛️

Cockpit Upgrades

660 indexed files · Sidebar navigation redesign · Foto pipeline integration · Invoice generation module

660 files Full rebuild

NEW

🖥️

Hetzner dedi9544

32 cores · 257 GB RAM · 188.40.28.226 · High-memory workloads · Large model inference · Vector DBs

32 cores 257GB RAM

06 / 07

Live Now

Zive Aplikace

Production · 83+ microservices · Czech market

🌐

Platform v2

test.czechai.io

🎛️

AI Cockpit

chat.czechai.io

🤖

Entity Agents

entity.czechai.io

🦅

Lovec v3

router.czechai.io/lovec

📊

LeadOps

router.czechai.io/leadops

🏠

AI Interior

router.czechai.io/interior

🎭

Gradio Demos

router.czechai.io/demos

💻

GPU Coder

dev.1312.pro · :3312

🐼

PandasAI

router.czechai.io/pandasai

07 / 07