📚 LIBRARY
⚡ KAMPUNG AI ⚡
🗺️ MAP 📜 MANDATES 📡 POSTMAN 🤖 AGENTS 📚 LIBRARY 🗼 MONITOR ⚙️ CONFIG
ZJ
MAYOR ZAINAL
← BACK TO KAMPUNG
Library
📚 THE LIBRARY
Knowledge extraction · Web research · RAG pipeline with Google Embedding v2 · Feeds all agents.
26
Knowledge Chunks
5
Active Domains
768
Embedding Dim
12
Fetches Today
// SEARCH KNOWLEDGE BASE
🛡️
SECURITY
8 chunks
OWASP Top 10, GCP hardening, SSL, rate limiting, input validation
🎨
WEB DESIGN
6 chunks
Design thinking, typography, color theory, accessibility, Malaysian UI conventions
🇲🇾
MALAY LANGUAGE
4 chunks
BM grammar, colloquial usage, tech terminology in Malay, translation guidelines
☁️
GCP & DEVOPS
5 chunks
GCP VM, Cloud Run, Nginx, certbot, FastAPI deployment, pm2
📡
ISP & ROUTERS
3 chunks
Unifi, Maxis, Time, TP-Link, ASUS router logs, PPPoE, DNS
➕
ADD DOMAIN
0 chunks
Add a new knowledge domain for the Library to specialize in
// RECENT KNOWLEDGE FETCHES
🌐
OWASP Top 10 2025 update
owasp.org → 3 chunks added
30m ago
🌐
GCP Video Transcoding Pricing
cloud.google.com → 2 chunks
1h ago
🌐
Malaysian bandwidth statistics 2025
MCMC report → 1 chunk
2h ago
🌐
Tailwind v4 design tokens
tailwindcss.com → 2 chunks
3h ago
🌐
Nginx hardening cheatsheet
nginxconfig.io → 1 chunk
5h ago
// FETCH NEW KNOWLEDGE
🔮 GOOGLE EMBEDDING V2
text-embedding-004 (768 dimensions) — active for text.
multimodalembedding@001 — image + video support.

Use cases: Security sends a screenshot → Library extracts text + context. Mayor uploads a design mockup → Studio analyzes via vision embedding. Builder receives a wireframe image → builds the exact layout.
✓ Text embedding active ⚠ Image embedding: API key needed