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Unleashing the power of generative AI: Verisk’s journey to an Instant Insight Engine for enhanced customer support

AWS Machine Learning Blog

Verisk has embraced this technology and has developed their own Instant Insight Engine, or AI companion, that provides an enhanced self-service capability to their FAST platform. The Approach When building an interactive agent with large language models (LLMs), there are often two techniques that can be used: RAG and fine-tuning.

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Steve Salvin, Founder & CEO of Aiimi – Interview Series

Unite.AI

Our continued investment in Aiimi’s IP, the Aiimi Insight Engine, alongside generative AI and emerging technologies, ensures that we’re able to serve the most novel use cases around, and solve even the thorniest of business challenges. With the Aiimi Insight Engine, you aim to solve the problem of underutilized data within enterprises.

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8 Open-Source Tools for Retrieval-Augmented Generation (RAG) Implementation

Marktechpost

In simple terms, RAG is a natural language processing (NLP) approach that blends retrieval and generation models to enhance the quality of generated content. It addresses challenges faced by Large Language Models (LLMs), including limited knowledge access, lack of transparency, and hallucinations in answers.

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Unlock the potential of generative AI in industrial operations

AWS Machine Learning Blog

This eliminates the need for data scientists to manually develop specific ML models for each use case, and therefore democratizes AI access, benefitting even small manufacturers. Currently she is part of the Amazon Q team, and an active member/mentor in Machine Learning Technical Field Community.