AI Architecture

Example Customer AI Agent — Architecture Explorer

Aiske.ai's customer-facing AI assistant. Click any box to see what it does. Try an example question below to see which nodes get used. Dashed grey arrows are cluster-level "uses" connections.
Clients FastAPI LLM providers LangGraph orchestration Worker nodes Shared services Data layer External APIs Mobile App+ workflow renderer Web App+ workflow renderer REST + WebSocket /ws+ Auth (JWT) + rate limiter Bedrock Gemini Supervisor (LangGraph)plans tasks · fans out via Send pattern RAG / Help Database SQL Weather OCR Web Search Vet Medicine Cust Support Sales Notif Chart Report Workflow Synthesizer / Streamwriter channel → NDJSON / WS frames LLM Managermodel selection + fallback Memory / GraphStateconversation persistence Feature flags (LaunchDarkly) PostgreSQL + pgvectorconversations + KB embeddings Datalake (MC aggregate)only source of farm data MySQL — Q&A audit logquestions + answers Redis cache AWS S3 — files / OCR Workflow storePostgreSQL JSONB Tavily search MET Norway NASA POWER Open-Meteo Intercom Slack API LaunchDarkly Send · fan-out stream reply / stream chunks uses queries reads / writes routes to persists fetch workflow def
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Graph node
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External
Aiske 2.0

Try an example question — watch the path light up