Remove Knowledge Model Remove Large Language Models Remove NLP
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What is Retrieval Augmented Generation (RAG)?

Pickl AI

This collaboration bridges the gap between static knowledge models and dynamic query resolution, ensuring relevance and fluency. Coupled with the demands of running large language models, latency becomes a major concern. Slow response times can undermine user experience, making optimisation critical.

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The Hallucination Problem of Large Language Models

Mlearning.ai

Hallucination in the context of language models refers to the generation of text or responses that seem syntactically sound, fluent, and natural but are factually incorrect, nonsensical, or unfaithful to the provided source input. Furthermore, they have been shown to possess an impressive ability to generate fluent and coherent text.