HyperLLM - Hybrid Retrieval Transformers

What it does

Introducing HyperLLM - a new generation of Small Language Models called 'Hybrid Retrieval Transformers' that works with hyper-retrieval and world-class server less embedding to power instant fine-tuning and training, at 85% less cost.

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  I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems. This repository features: -- An implementation of a sub-question query engine from scratch to answer complex user questions. -- Illustrative explanations that unveil the inner workings of the system. -- An analysis of the challenges I faced while working with the system, like prompt engineering and cost estimation. -- Qualitative comparison with similar frameworks like LlamaIndex, offering a broader perspective. Key Takeaway:…

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