Cognita : A Truly Unified RAG Framework : Part 1 [D]

Seamlessly Parse, Precisely Retrieve, Intelligently Generate & Effortlessly Deploy, let’s go…

[Full Article](https://medium.com/@learn-simplified/cognita-a-truly-unified-rag-framework-part-1-08eb410eec51)

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[ Credit : https:\/\/github.com\/truefoundry\/cognita ](https://preview.redd.it/myakqmkq7duc1.png?width=1318&format=png&auto=webp&s=e57510d216405361946d579d9363d8959e277ec0)

Why care, when there’s so many out there?
🤔 RAG (Retrieval Augmented Generation) systems are powerful, but building and deploying them can be tricky.
🚀 Cognita aims to be a user-friendly and modular solution that addresses common RAG challenges.


In Search of a True Production-Grade Complete RAG framework


Issues with current frameworks:
⚙️ Chunking & embedding jobs often need separate setup, …

building deploy framework generate machinelearning modular part rag retrieval retrieval augmented generation solution systems them