GDE EMEA COMMUNITY ASSISTANT · !JanAIandresara.io/janai

Janise AI — Autonomous GDE EMEA Knowledge & Operations Assistant

Janise AI (invoked in WhatsApp via !JanAI) is a production multimodal AI assistant built for the Google Developer Experts (GDE) EMEA community. It bridges regional WhatsApp groups and 1:1 DMs with official program knowledge—automatically distilling 60-minute monthly call video recordings (.mp4), slide decks, the 8-tab GDE EMEA Master Sheet (/gde-emea-hub), live Travel Program Policy docs (/travel-program-policy), and active Advocu OpenCFP speaking opportunities into a priority-ordered, zero-latency Gemini 3.8 Flash (1M-token context) RAG engine.

System Blueprints · Click Any Thumbnail to Expand Full-Screen

Janise AI Architecture & 3-Stage Hybrid RAG Sequence Diagrams

2 Interactive Diagrams Available

Production Architecture (Sanitized for GDE Sharing)Gemini 3.8 Flash · 1M Context GroundingZero Inbound Firewall Ports

Janise AI — Infrastructure & Workflow Architecture Explorer

Interactive reference for Google Developer Experts (GDE EMEA). Explore how cloud infrastructure layers overlap with live messaging workflows, multimodal video/slide distillation, privacy guardrails, and long-context RAG grounding.

1. Overlay Workflow Perspective onto Infrastructure

2. Step-by-Step Packet Simulator

Infrastructure Zone 1 · External Edge & Upstream Sources

Messaging Clients, Google Workspace & Community APIs

Outbound TLS 1.3 Only

Infrastructure Zone 2 · Google Cloud Compute Engine (Private Linux VM)

Node.js Runtime, PM2 Supervisor, Guardrails & Distillation Workers

No Public Inbound Ports

⚡ Real-Time WhatsApp Event Loop (Managed by PM2 Daemon)

🔄 Hourly Ingestion, Scope Verification & Audio/Deck Extraction Worker

Infrastructure Zone 3 · Local Pre-Distilled RAG Store & Hot Cache

Priority-Ordered Knowledge Hierarchy (`mtimeMs` Zero-Latency Memory Cache)

~240k Tokens Total Corpus

Infrastructure Zone 4 · Google Cloud Security & Gemini AI Platform

Secret Manager IAM, Multimodal Files API & Grounded Gemini 3.8 Flash