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Aniket Hingane
Aniket Hingane

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RAG Redefined : Ready-to-Deploy RAG for Organizations at Scale.

One-Size-Fits-Most RAG: Your RAG, Ready to Go w/ Cognita

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One-Size-Fits-Most RAG: Your RAG, Ready to Go w/ Cognita

Part 3 of the 'Cognita' Exploration Series
This article is the third part of a series exploring the Cognita RAG framework.
It builds upon Part 2, which provides a technical perspective, and Part 1, which explains the underlying concepts.

What's This Article About?
Explains how organizations can leverage Cognita to implement a comprehensive RAG framework quickly, without starting from scratch.
Highlights Cognita's modular architecture, enabling organizations to scale individual components independently, ensuring seamless growth and adaptability.

Why Read This Article?
Highlights the challenges organizations face in extracting relevant insights from vast amounts of data, where traditional methods often fall short.
Introduces the concept of "Retrieval Augmented Generation" (RAG) as a solution, and Cognita as a pre-built, open-source RAG product.
Emphasizes how Cognita can revolutionize the way organizations handle and leverage data, without the need for extensive technical expertise or resources.

Let's Get Cooking!
Walks through the various tasks users can perform using Cognita's user-friendly interface, without technical expertise.
Tasks include creating data sources, collections, data ingestion, selecting collections, configuring language models (LLMs), selecting document retrievers, writing prompts, and asking queries.

Let's Set Up
Provides a comprehensive step-by-step guide for setting up the Ready2DeployRAG4OrgAtScale environment.
Covers prerequisites, cloning repositories, creating and activating a virtual environment, starting the backend server, installing Yarn, and setting up the frontend.

Top comments (2)

atsag profile image

Thank you for sharing Aniket! If you are planning to also publish your full article series in another website (it is a member-only story in Medium I saw), please send!

exploredataaiml profile image
Aniket Hingane

Hey @atsag , Sure, I'm planning on Article series shortly, will share!