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A Guide to Evaluate RAG Pipelines with LlamaIndex and TRULens

Analytics Vidhya

Introduction Building and optimizing Retrieval-Augmented Generation (RAG) pipelines has been a rewarding experience. Evaluation ensures the RAG pipeline retrieves relevant documents, generates […] The post A Guide to Evaluate RAG Pipelines with LlamaIndex and TRULens appeared first on Analytics Vidhya.

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The Astroturf Era And The End of Documents?

Timo Elliott

Large-language models are going to fundamentally change how we create and consume documents in an era where everybody will be getting information via chatbots. Looking to the future, what’s the point of documents? But how will this effect how people create documents that aren’t just about facts, such as marketing materials?

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Data-Driven Companies Leverage OCR for Optimal Data Quality

Smart Data Collective

One study by Think With Google shows that marketing leaders are 130% as likely to have a documented data strategy. Optical Character Recognition, or OCR, is a technology for reading documents and extracting data. Optical Character Recognition, or OCR, is a technology for reading documents and extracting data.

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Optimizing PCI compliance in financial institutions

CIO Business Intelligence

When common controls are already established and documented, business units can allocate their resources more effectively. A Common Controls Assessment offers an invaluable tool to optimize compliance efforts across various lines of business and to the internal service providers of security patterns alike.

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Data Science Fails: Building AI You Can Trust

The game-changing potential of artificial intelligence (AI) and machine learning is well-documented. The optimal level of disclosure to AI stakeholders. Any organization that is considering adopting AI at their organization must first be willing to trust in AI technology. Why your organization’s values should be built into your AI.

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Advances in Data Analytics Key to Business Website Optimization

Smart Data Collective

Analytics is especially important for companies trying to optimize their online presence. Website optimization is absolutely vital for any brand striving to do business online. Website optimization has been a key part of a business’s strategy since the late 1990s. Optimize for mobile. Have a call to action.

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DirectX Visualization Optimizes Analytics Algorithmic Traders

Smart Data Collective

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Helps you to determine areas of abnormal losses and profits to optimize your trading algorithm. The post DirectX Visualization Optimizes Analytics Algorithmic Traders appeared first on SmartData Collective.