How RAG works

Watch raw text get chunked, embedded, and stored as vectors — then searched in real time. No API key needed.

Interactive demo — runs in your browser
View on GitHub
1
Input
2
Chunk
3
Embed
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Store
0
vectors stored
5
Query
$ ragpipe index .
Detecting project...
$ ragpipe query "how does auth work?"
Searching...

Try it yourself

One install. Zero config. Any language. Works offline.

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