Customers across all industries are experimenting with generative AI to accelerate and improve business outcomes. Generative AI is used in various use cases, such as content creation, personalization, intelligent assistants, questions… Article Source https://aws.amazon.com/blogs/machine-learning/dive-deep-into-vector-data-stores-using-amazon-bedrock-knowledge-bases/
Knowledge Bases for Amazon Bedrock provides a managed service for implementing the Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without the need for custom integrations. However, in large or complex input text documents with PDF or .txt files, querying indexes may yield subpar results due to semantic relationships. New features … Read more
Amazon Bedrock has recently added new features to its models and agents to enhance the Recall Augmented Generation (RAG) process. These updates allow for more relevant, accurate, and personalized responses. In addition to Amazon S3, users can now connect web domains, Confluence, Salesforce, and SharePoint as data sources to RAG apps, which is currently in … Read more
Knowledge Bases for Amazon Bedrock is a fully managed capability that helps securely connect base models (FM) in Amazon Bedrock to your company’s data through Retrieve and Generate (RAG) enhanced generation. This feature optimizes the entire RAG workflow, from ingest to retrieval and increased requests, eliminating the need for custom data source integrations and data … Read more
Amazon announced that Knowledge Bases for Amazon Bedrock are now generally available as of November 2023. This feature allows users to maximize Retrieval Augmented Generation (RAG) by integrating their company data into the language model’s generation process. By incorporating unique data sources, organizations can enhance the relevance, accuracy, and contextual awareness of the language model’s … Read more
Amazon Web Services (AWS) has introduced a new feature for businesses looking to enhance customer service and streamline operations. The latest addition to the AWS suite is Amazon Lex, a self-service digital assistant that leverages knowledge bases and artificial intelligence technology to provide personalized and efficient support. Amazon Lex allows businesses to build their own … Read more
US military bases in Europe were reportedly placed on alert over the weekend, according to various media outlets including CNBC, Fox, and ABC. The report was confirmed by Stars and Stripes, which stated that several US military bases in Europe, including those in Germany, Romania, Bulgaria, and Italy, raised their force protection threat level to … Read more
Last week, AWS Poland hosted the AWS Community Day, drawing in over 600 attendees who were treated to insightful talks from community speakers like Agnieszka Biernacka and Krzysztof Kakol. One attendee, Wojtek Gawronski, expressed excitement to return next year. In terms of recent releases, Amazon CloudFront now supports origin access control for Lambda function URL … Read more
Customer service organizations have a huge opportunity to transform the customer experience by leveraging conversational AI technology. With the latest advances in AI, businesses can now provide timely, accurate, and personalized responses to customer queries using the new QnAIntent powered by Amazon Rock. Amazon Bedrock offers a fully managed service that provides high-performance AI models … Read more
Russian military bases near the Finnish border are reportedly almost empty, as per a report by Finnish media outlet Yle. The intelligence source cited in the report stated that Russia has redeployed personnel and equipment towards the conflict in Ukraine. This movement comes after Russia had previously issued threats to Finland regarding its potential NATO … Read more