Monthly Archives: September 2023

4 practical Enterprise level Applications of Retrieval Augmented Generation

In previous discussions, we extensively explored the multifaceted world of Retrieval-Augmented Generation (RAG) – a paradigm that synergistically combines the prowess of information retrieval with natural language generation to produce more informed and contextually rich responses. The series delved deep … Continue reading

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10 Essential Considerations for Constructing a Retrieval Augmented Generation (RAG) System

It has been claimed, that to create the ultimate Retrieval Augmented Generation (RAG) Stack, all one needs is a plain vector database, a touch of LangChain, and a smattering of OpenAI. Here are the 10 essential considerations when delving into … Continue reading

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A better Approach to the Myth of Easy Solutions – Part 2

Last Sunday, I delved into the often misconceived notion of a seemingly easy recipe for a Retrieval Augmented Generation (RAG) solution. Many seem to believe it’s as straightforward as combining a vector database, a sprinkle of LangChain, and a dash … Continue reading

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The Myth of Easy Solutions: Why it’s worth looking beyond Vector Databases, a bit of LangChain and an LLM

In the grand tradition of the tech industry, I currently see a number of folks jumping onto the latest bandwagon without a seatbelt. And a number of riders are about to fall into the trap of believing that the latest … Continue reading

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SquirroGPT: A New Dawn in Enterprise GPT Solutions

In today’s saturated marketplace, there is a cacophony of voices and solutions. Navigating this noise demands differentiation that delivers value. SquirroGPT offers exactly that. Here’s what sets the solution apart: Three Pillars of Excellence: At the core of the offering … Continue reading

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