Build a classification pipeline with Amazon Comprehend custom classification (Part I)

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It can be difficult to find insights from this data, particularly if efforts are needed to classify, tag, or label it... Amazon Comprehend custom classification can be useful in this situation... Document categorization or classification has significant benefits across business domains – Improved search and retrieval – By categorizing documents into relevant topics or categories, it make...

Fine-tune Falcon 7B and other LLMs on Amazon SageMaker with @remote decorator

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With Amazon SageMaker, now you can run a SageMaker training job simply by annotating your Python code with @remote decorator... The SageMaker Python SDK automatically translates your existing workspace environment, and any associated data processing code and datasets, into an SageMaker training job that runs on the training platform... This has the advantage of writing the code in a more natural...

Simplify access to internal information using Retrieval Augmented Generation and LangChain Agents

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Please read this post to learn how to implement the RAG approach with Amazon Kendra... The following risks and limitations are associated with LLM based queries that a RAG approach with Amazon Kendra addresses: Hallucinations and traceability – LLMS are trained on large data sets and generate responses on probabilities... Despite using Amazon Comprehend to filter out personal data that...

Real-world sustainability solutions with Azure IoT

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Sustainability practices reduce energy use, waste, and costsWith technologies like open industrial IoT, advanced analytics, and AI, Microsoft Azure ensures manufacturing organizations are well-equipped to understand, mitigate, and validate their environmental impacts... Celanese and SGS are just two examples of Azure customers using IoT and Digital Operations to reduce energy use, waste, a...

Google to allow NFT game ads, metaverse ‘hot’ in Asia: Nifty Newsletter

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Google will allow NFT game advertisements that do not have any gambling or gambling services included within the games... In this week’s newsletter, read about how Google will start allowing games featuring nonfungible tokens (NFTs) to advertise and promote themselves using its platform and how a developer stole $1 million in assets...

Ripple says security incident accelerated its acquisition of Fortress Trust

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A multimillion-dollar security breach involving a third-party vendor hastened Ripple’s acquisition of Fortress Trust on Sept... The takeover of Fortress Trust by financial technology company Ripple on Sept... The transaction was accelerated by a security incident hours earlier involving a Fortress third-party analytics vendor, Ripple...

EU parliament votes overwhelmingly in support of DAC8 crypto tax reporting rule

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Lawmakers in the European Parliament voted overwhelmingly in support of the eighth iteration of the Directive on Administrative Cooperation (DAC8), a cryptocurrency tax reporting rule, in a plenary session on Sept... Heads up: The European Parliament plenary adoption of the #DAC8 is happening todayAs a reminder: DAC8 is an instrumental legislation designed to further harmonis...