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RagForge.

Answers that can show their working.

IntelligenceKnowledgeTrust
Status
Live demonstration; pilots by discussion
My work
Retrieval infrastructure & product interface
EXPLORE THE LIVE WEBSITE

See it. Ask it something.

Try the Apple documentation demo and follow an answer back to its sources.

Try RagForge
RagForge's live homepage, with its company knowledge chatbot and Apple documentation demo.YOUR DOCUMENTS. ANSWERS WITH SOURCES.Explore ragforge.co

There’s probably an answer in those documents. RagForge explores how to find it—and give you a way to check it.

The idea

RAGForge connects a chosen collection of documents to a chatbot that returns answers with source links. The current public demonstration uses an archived collection of Apple product and support pages. Visitors can ask a question and inspect the pages behind the answer; prices are dated observations, not live quotes.

The interesting bit

A confident sentence is easy. Finding the right evidence, keeping its context, and noticing when it isn’t enough: that’s where the work is. The engineering separates retrieval, evaluation, and deployment so a proposed change can be tested before it replaces a working version.

Where it stands

The demonstration is live on Azure. Company projects begin with a conversation about sources, access, and a focused pilot. It is not an instant self-service product, and improving retrieval through human feedback remains an active research and engineering direction.

Can I follow that answer back to its source?