AGENT HIVE — SYSTEM ARCHITECTURE

OpenAbby Production Blueprint • Mosaic Cloud Systems Corp
INPUT SOURCES AGENTS MEMORY SYSTEM INTELLIGENCE INFRASTRUCTURE OUTPUT / ACTIONS iMessage Telegram Slack Email Invoices PDFs Reports ERPNext API QuickBooks API Bank Feeds 📊 Agent Amber Xcite - ERPNext 💼 Agent Client B QuickBooks 💼 Agent Client C QuickBooks 🎯 Agent Sales CRM 🎧 Agent Support Tickets 🖱️ Agent S GUI Automation DB DB DB DB DB DB 🗄️ POSTGRES + PGVECTOR Knowledge Graph Temporal Index Relationship Embeddings Category Tree 🔒 Namespace Isolation Walls ⚡ REDIS CACHE Hot Facts • Quick Retrieval 🔄 Auto-Extraction Conversations → Memory 🏷️ Categorization Engine 🔍 DUAL RETRIEVAL 📊 RAG Path 🧠 LLM Path Parallel Search 🎯 Intent Prediction Engine 💪 Memory Reinforcement Dedup + Strengthen 🔤 Embedding Model nomic-embed-text 💓 Heartbeat LLM Qwen3-0.6B 🔀 LiteLLM Router Gemini Flash Claude Opus Local Models 🖥️ GPU Server RTX 5090 + UI-TARS 💬 iMessage 📧 Email ⚙️ API Calls Invoices 🖱️ GUI Actions Agent S 📊 Reports