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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. RAG is a popular technique that combines the use of private data with large language models (LLMs).

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NLP Summit Insights: How LLMs Are Shaping the Future of Modern Business

John Snow Labs

Experts Share Perspectives on How Advanced NLP Technologies Will Shape Their Industries and Unleash Better & Faster Results. While this technology can address many business challenges today, the real task lies in identifying these challenges and determining the most effective applications and strategies. billion by the end of 2030.

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How to Use Generative AI for Knowledge Management

Ivanti

How to use generative AI with knowledge management Despite concerns of using generative AI in daily operations, this technology has the potential to be a powerful tool to optimize knowledge management. Are you going to be using existing knowledge articles, incident data, problem data or combinations of all?

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Simplify data prep for generative AI with Amazon SageMaker Data Wrangler

AWS Machine Learning - AI

However, these models require massive amounts of clean, structured training data to reach their full potential. Clean data is important for good model performance. LLM has not seen the documentation during the training or fine-tuning stage, thus wouldn’t be able to answer the question and most probably will hallucinate.

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Communities of Practice Success Stories: How World-Class Companies Run Their CoPs

Evolution4all

Empowering communities of practice is one of the best ways to foster learning and boost performance in your organisation. Here , we talked about how CoPs enable knowledge transfer (which is basically one of its primary roles). This leads to a more targeted performance development, knowledge management, and sharing of best practices.

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How to reduce incident tickets and improve IT team efficiency

xmatters

Regardless of the available software solutions or the level of technical training of both users and developers, no organization is immune to incidents. As you’ll see later, developing an FAQ page and a knowledge base are effective strategies. Use visual explanations to describe how to resolve specific technical issues.

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The Evolution of Conversational AI: From Simple Chat-bots to Sophisticated Virtual Assistants

Sunflower Lab

Rise of a Digital Mind A world without virtual assistants and chat bots cannot be imagined presently, but not long before we were familiar with the boundary technology will take us to. Siri is still considered a milestone in this technological arena of AI. Meeting and understanding the virtual hello!