Chunking
- Guided trace
- One chunk per curated document.
- Your document · live
- Sentence-aware split, ~800 chars with 15% overlap, sized to the model's 256-token window.
rag visualizer — opening
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A walkthrough of retrieval-augmented generation that exposes the decisions normally hidden between a question and its answer — then lets you run the whole pipeline for real, on your own document, entirely in the browser.
Start with Your document and watch real embeddings compute inside this tab. Switch to Guided trace when you want an authored, stage-by-stage walkthrough without supplying a file.
Run configuration
Select one of five validated scenarios for this domain.
ASP.NET Core runtime, data access, and service architecture
Pipeline trace
Ready
Ready: Start a run to watch the query move from representation to retrieved evidence and answer.
A guided walkthrough of a Retrieval-Augmented Generation pipeline. Pick a knowledge base, ask a question, and watch it get embedded, matched against document chunks, assembled into a grounded prompt, and answered. This mode is a scripted illustration — the scores and answers are authored so the run is always coherent. Switch to Your document to run the same pipeline for real, on a file of your own.
Guided trace is a scripted illustration — every score and answer is authored so the run is always coherent, and it is labelled as such throughout. Live mode computes real embeddings and real similarities on a document you supply. Neither one pretends to be the other.
Built by Abhishek Suman
Backend-minded engineering with interfaces that make complex systems easier to reason about.