Tools
Interactive tools built and maintained by RAGStackGuide. Free, no signup, everything runs in your browser.
Chunk Calculator
Turn a corpus size, chunk size, overlap ratio and embedding width into a vector count, an index RAM estimate and a one-time embedding cost. Assumptions and sources are stated on the page.
Not sure which chunk size or embedding width to enter? Start with the chunking strategy guide.