RAG pipeline visualizer (open source)
This is an open source tool for visualizing file extraction through RAG.
I like funky data origami (I've been experimenting with all the graphRAG shapes and varieties). Today I decided I was going to make a knowledge base from many years of random notes on my phone, but it needed tons of enrichment and interpretation and sort of translation to take anything from scratch notes and even get it to "meaningful" bullet points. I got really lost at some point and couldn't dig back out of it. Claudio kept changing the extraction steps every batch I gave him, then he'd redo everything from the top. It was kind of a nightmare, so I decided to make a visualizer.
You can play around with it. Set up your process with chunking, embedding, entity, relationship, enrichment, deduplication (based on what you need). It can deliver a vector db, graph database, hypergraph, hippograph, TSRAG graph, all the fancy variants. You configure how the agent behaves with a query and stack all your traditional search engine scripts, basically meeting in the middle to create the end to end unstructured -> structured, RAG agent native.
It's a design helper, not a runtime. The output is a plan and a build prompt, not code. Free and open source, no signup.
Live: https://whatsorag.vercel.app
Code: https://github.com/Mx3RnD/whatsorag
Would love to hear what variants or steps I'm missing. Sorry btw for the ai writing.