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The original was posted on /r/opensource by /u/Advanced_Army4706 on 2025-05-06 05:37:59+00:00.


Hi r/opensource !

We’re the founders of Morphik - an open source RAG that works especially well with visually rich docs.

We wanted to extend our system to be able to confidently answer multi-hop queries: the type where some text in a page points you to a diagram in a different one.

The easiest way to approach this, to us, was to build an agent. So that’s what we did.

We didn’t realize that it would do a lot more. With some more prompt tuning, we were able to get a really cool deep-research agent in place.

Here’s our git if you’d like to check it out: github.com/morphik-org/morphik-core

Get started here: https://morphik.ai/

Would love your thoughts on it, how it can be improved, and any other suggestions/feedback :)