Debug Your RAG Pipeline
Paste a document, chunk it with different strategies, embed it, and see exactly which chunks are retrieved for your queries. Understand why your RAG system returns what it does.
Get StartedMultiple Chunking Modes
Article-based, token window, or sentence packing. Compare how different strategies affect retrieval.
Visual Chunk Explorer
See all your chunks at a glance. Retrieved chunks are highlighted with their similarity scores.
Query & Retrieve
Test queries against your index and see exactly which chunks match. Adjust top-k in real time.
LLM Answer Generation
Generate answers from retrieved chunks with strict mode. See which chunks were actually used.
How It Works
Paste Your Document
Paste any text document and choose your chunking strategy and parameters.
Build Your Index
Chunks are created and embedded using your chosen model. See them all instantly.
Query & Debug
Run queries and see exactly which chunks are retrieved and why.
Ready to debug your RAG pipeline?
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