Connect AI Assistant

RAG Engine

Autonomous 24/7 grounded WhatsApp customer assistant with strict factual boundaries and automated human escalation.

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📊Overview & Token Usage📚Knowledge Base & Ingestion⚙️Guardrails & Settings
pgvector 1536d Active
Total Tokens Billed
0
Usage Ledger: AI_TOKENS
Total Spend (PKR)
Rs. 0.00
Rate: PKR 0.005 / token
Active Knowledge Docs
0
Status: Ready & Indexed
Vector Chunks (1536d)
0
pgvector ivfflat indexing

Autonomous Grounded RAG Architecture

Connect AI enforces zero hallucinations by grounding all WhatsApp responses strictly within tenant-approved documentation.

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1. Semantic Ingestion
Splits PDFs, DOCX, & FAQs into 500-token chunks with 50-token overlap to maintain continuous context.
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2. Vector Cosine Search
PostgreSQL pgvector evaluates cosine similarity with strict tenant isolation and a 0.72 confidence threshold.
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3. Guarded Generation
Limits output to under 300 characters. Never invents commitments, discounts, or policies.
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4. Context-Preserving Handoff
Escalates to Support Queue with an AI-generated 2-bullet summary added to Connect Inbox.

Recent AI Token Ledger Activity

usage_ledger
No recent AI token transactions recorded.