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Streamline RAG applications with intelligent metadata filtering using Amazon Bedrock

Flipboard

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries.

AWS 150
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Deploying Gen AI in Production with NVIDIA NIM & MLRun

Iguazio

In less than three years, gen AI has become a staple technology in the business world. In November of 2022, OpenAI launched ChatGPT, with explosive growth of over 1 million users in just five days, galvanizing the widespread use of gen AI. We introduce their new solution model deployment - NVIDIA NIM.

AI 52
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5 Recent Data Science and AI Webinars You Need to See

ODSC - Open Data Science

Each month, ODSC has a few insightful webinars that touch on a range of issues that are important in the data science world, from use cases of machine learning models, to new techniques/frameworks, and more. So here’s a summary of a few recent webinars that you’ll want to watch. Watch on-demand here. Watch on-demand here.

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Building and Scaling Gen AI Applications with Simplicity, Performance and Risk Mitigation in Mind Using Iguazio (acquired by McKinsey) and MongoDB

Iguazio

AI and generative Al can lead to major enterprise advancements and productivity gains. One popular gen AI use case is customer service and personalization. Gen AI chatbots have quickly transformed the way that customers interact with organizations. Another less obvious use case is fraud detection and prevention.

AI 132
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Announcing general availability of Amazon Bedrock Knowledge Bases GraphRAG with Amazon Neptune Analytics

AWS Machine Learning Blog

Today, Amazon Web Services (AWS) announced the general availability of Amazon Bedrock Knowledge Bases GraphRAG (GraphRAG), a capability in Amazon Bedrock Knowledge Bases that enhances Retrieval-Augmented Generation (RAG) with graph data in Amazon Neptune Analytics.

Analytics 125
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Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a…

ODSC - Open Data Science

Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a GPU to a Container Using Azure ML to Train a Serengeti Data Model for Animal Identification In this article, we will cover how you can train a model using Notebooks in Azure Machine Learning Studio. Report: U.S.

Azure 52
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Hidden risk of shadow data and shadow AI leads to higher breach costs

IBM Journey to AI blog

The findings show some interesting trends that can help solve the data puzzle, including impacts to security, privacy, governance and regulation. All these aspects already see elevated risks rise from the rush to provision new generative AI (gen AI) initiatives and take them to market rapidly, leaving security considerations behind.

AI 85