Kompletni AI platforma pro cesky financni a realitni trh. 4 servery, 83+ mikrosluzeb, 217K+ nemovitosti, 1.15M kontaktu, real-time data.
4 dedicovane servery propojene pres API gateway s centralnim routerem.
Hlavni orchestrator. Router Tower, RAG Knowledge Base (2591 docs, 12 kolekci), AML Platform, 83 PM2 procesu. Nginx reverse proxy pro vsechny subdomeny.
Data Plane v2.0 s warm pools. Crawl4AI, Playwright, httpx. 184 portalu, Sreality API (22K/7min). Reality Pipeline 22-step daemon.
RTX PRO 6000 Blackwell, 96GB VRAM. Qwen3-235B (18 tok/s), qwen3.5:35b (139 tok/s), qwen2.5-coder:32b. Chandra OCR (90+ jazyku).
Lovec v3 Agent, OpenMemory, Agent Zero. MindSearch pattern, interaktivni mapy, deck.gl vizualizace.
188.40.28.226 — 32 cores, 257GB RAM, 2x1.7TB NVMe RAID1. Pripraven pro skalovani.
217K nemovitosti, Super-Ensemble v2.1 (7 ocenovacich engine), Lovec Agent s MindSearch, 184 portalu, interaktivni mapy.
Justice, ISIR, Sanctions, Cadastre, Executions. Real-time screening osob a firem. ARES enrichment. Znalecky Panel (3 AI znalci).
Trzni trendy, cenove analyzy, predikce. PandasAI pro ceske dotazy na data. 306K nemovitosti v analyticke DB.
1.15M kontaktu, ARES, Justice, SVJ, vlastnici. Geocoding RUIAN. Vyhledavani firem a osob.
2591 dokumentu, 12 kolekci, hybrid search (70% semantic + 30% keyword). Nomic embeddings, Qdrant backend.
25-step pipeline, 5 agentu. Due diligence, vlastnicke retezce, pravni analyzy.
Posledni session: MindSearch, Lovec v3, MCP servery, Entity fix, nove prezentace.
Autonomni AI agent. Qwen3:32b rozlozi dotaz na sub-queries, paralelne prohleda 217K DB + 26 portalu, merge + dedupe. Interaktivni deck.gl mapy s glow efekty.
dedi9544 (188.40.28.226). 32 cores, 257GB RAM, 2x1.7TB NVMe RAID1. SSH nakonfigurovan na portu 222.
PixelPanda MCP (33 AI image tools), Office PowerPoint MCP v2.0.7 (34 PPTX tools), Google Slides MCP v0.2.3, Quarkdown (MD to slides).
start.sh rebuild, planner fix ("co umis" = executive_report), chart tool oprava. 48 nastroju, orchestrator.
Vision-language model na GPU. PDF, obrazky, skenovane dokumenty na Markdown/HTML/JSON. 90+ jazyku, tabulky, rovnice.
Nginx port 3002, /reality/ location, eDesky, Mapa Cinzaky tab, prezentace index (660 souboru). Lovec panel integrace.
RTX PRO 6000 Blackwell. Lokalni modely bez zavislosti na cloud API.
| Model | Parametry | Rychlost | VRAM | Ucel |
|---|---|---|---|---|
| aurum-chat (Qwen3-235B) | 235B | 18 tok/s | 94 GB | Hlavni chat & reasoning |
| aurum-brain (DeepSeek-R1:70b) | 70B | 32 tok/s | ~42 GB | Deep reasoning |
| aurum-code (Qwen3Next-80B) | 79.7B | — | 52 GB | Koder (262K context) |
| qwen3.5:35b | 35B | 139 tok/s | 24 GB | Fast chat (multimodalni, 256K) |
| qwen3.5:9b | 9B | 200 tok/s | 6 GB | Ultra-fast fallback |
| qwen2.5-coder:32b | 32B | — | ~20 GB | Open-source #1 koder |
| codestral | 22B | — | ~13 GB | Mistral coding specialist |
Vision-language. PDF/img na Markdown. 90+ jazyku.
:5282NER (PER/LOC/ORG), POS tagging, lemmatizace.
:5078OpenAI-compatible API. Routing pres router.czechai.io.
test.czechai.io — 6 modulu, hlavni dashboard.
:3010chat.czechai.io — Operacni centrum, Lovec panel, AI chat.
:300248 nastroju, orchestrator, mobilni UI. DD, AML, ARES.
MindSearch AI, mapy, odhady, live search.
:58103 pricing engines, lead management.
:82102 engines pro vizualizaci interieru.
:56016 zalozek: Cenova Mapa, Ocenovac, AML, Prodeje, Kontakty, Firmy.
:5077Web IDE s AI chat, code editor, live preview. 6 modelu.
Ptej se dat cesky. 306K nemovitosti, GPU Ollama.
:5076CzechAI — AI infrastruktura pro cesky financni a realitni trh. Od dat po rozhodnuti.
test.czechai.io
chat.czechai.io
router.czechai.io/docs/
CzechAI Platform 2026 | 83+ microservices | 4 servers | March 2026