🔐 Claude API Key Required to Run This Demo
Privacy: Your API key is stored only in your browser session memory (sessionStorage). It is sent directly from your browser to Anthropic's API — it never passes through Mahlo AI Consulting's servers. It is deleted the moment you close this tab. Get your key at console.anthropic.com.
The Lab · Demo 3 · Now Live

🧠 RAG Private Document Agent

Paste any business document. Ask it anything. The AI answers using only your document — no hallucinations, no internet lookup. Your data never leaves your browser.

● Zero Data Retention Claude API POPIA Compliant Browser-Only Chunking RAG Architecture
Parsing
Chunking
Indexing
Retrieving
Generating
01 — Your Document
Characters: 0 / 15,000 Chunks: 0
02 — Ask Your Document
Connect your API key and load a document to begin.
STEP 01
📄
Document Ingestion

Your document is parsed and cleaned entirely in your browser. Nothing is uploaded to any server at this stage.

STEP 02
✂️
Chunking & Indexing

Text is split into overlapping 480-character chunks preserving sentence boundaries. Each chunk is indexed for fast keyword retrieval.

STEP 03
🎯
Retrieval & Generation

Your question retrieves the most relevant chunks. Claude generates an answer grounded strictly in your document — not from general knowledge.

🛡️
Zero Data Retention — POPIA Compliant. Your document exists only in your browser's session memory. No document content is stored, logged, or sent to Mahlo AI Consulting's servers. Only the most relevant extracted chunks (not your full document) are sent to Claude API to generate your answer. When you close this tab, everything is permanently gone. Read the full privacy policy →
Deploy This for Your Business

This demo shows what's possible in a browser. The enterprise version uses LangChain + FAISS + IBM Granite with local embeddings — your documents never touch the internet at all. Deployable in your private cloud, on-premise, or in a POPIA-compliant SA data centre.

WhatsApp to Deploy This →
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