Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database & Llama-2 from Amazon SageMaker JumpStart

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These models rely on parametric knowledge to answer questions... The model learns this knowledge during training and encodes it into the model parameters... Retrieval Augmented Generation (RAG) in Amazon SageMaker Pinecone will handle the retrieval component of RAG, but you need two more critical components: somewhere to run the LLM inference and somewhere to run the embedding model... It provi...

Microsoft named a Leader in 2023 Gartner® Magic Quadrant™ for Strategic Cloud Platform Services (SCPS)

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We’re pleased by this placement in the Gartner report as we continue to prioritize investments to make Azure the global cloud computing platform powering transformation and growth—enabling new possibilities for organizations to embrace the latest technologies and to advance at a rapid pace... With highly secure, state-of-the-art Azure datacenters designed with data residency in mind, Azure ho...

Moody’s launches quantum-as-a-service platform for finance

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The platform allows clients to compare and benchmark quantum and classical algorithms for a given task. According to the Moody’s Analytics website, QFStudio is a software-as-a-service (SaaS) offering that will serve as “a continuous integration, benchmark, and delivery platform” for quantum...

Price analysis 12/6: BTC, ETH, BNB, XRP, SOL, ADA, DOGE, AVAX, LINK, TON

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Bitcoin is witnessing profit-booking by short-term holders, but institutional investors continue to put money into BTC investment products... Bitcoin (BTC) has been on a tear, rising more than 10% this week... This shows that traders are urgently scrambling to buy Bitcoin as they anticipate the p...

Techniques for automatic summarization of documents using language models

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Summarization methods have a broad range of applications serving various purposes, such as: News aggregation – News aggregation involves summarizing news articles into a newsletter for the media industry Legal document summarization – Legal document summarization helps legal professionals extract key legal information from lengthy documents like terms, conditions, and contracts Acade...

Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

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However, they can’t generalize well to enterprise-specific questions because, to generate an answer, they rely on the public data they were exposed to during pre-training... However, the popular RAG design pattern with semantic search can’t answer all types of questions that are possible on documents... This is especially true for questions that require analytical reasoning across multiple d...