Cognita
RAG & knowledgeAn open-source, modular RAG framework from TrueFoundry for taking pipelines to production.
Cognita organises a RAG system into clearly separated, swappable modules — parsers, embedders, retrievers, and so on — with a UI for managing them. The structure is meant to carry a project from a notebook prototype into a maintained production service.
It builds on common libraries underneath rather than reinventing them, focusing on the production scaffolding around them.
Where it's ideally used
A fit when a RAG prototype needs to become a structured, maintainable production system without a rewrite.
Where it doesn't fit
The modular structure is overhead for a quick experiment that will not go to production.