Remove services semantic-technology-consulting
article thumbnail

What is data architecture? A framework to manage data

CIO Business Intelligence

Consulting firm McKinsey Digital notes that many organizations fall short of their digital and AI transformation goals due to process complexity rather than technical complexity. Data architecture components A modern data architecture consists of the following components, according to IT consulting firm BMC : Data pipelines.

article thumbnail

Build a decentralized semantic search engine on heterogeneous data stores using autonomous agents

AWS Big Data

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How ZS built a clinical knowledge repository for semantic search using Amazon OpenSearch Service and Amazon Neptune

AWS Big Data

In this blog post, we will highlight how ZS Associates used multiple AWS services to build a highly scalable, highly performant, clinical document search platform. ZS is a management consulting and technology firm focused on transforming global healthcare. Evidence generation is rife with knowledge management challenges.

article thumbnail

Amazon OpenSearch Service’s vector database capabilities explained

AWS Big Data

Amazon OpenSearch Service is a fully managed service that makes it simple to deploy, scale, and operate OpenSearch in the AWS Cloud. An embedding model, for instance, could encode the semantics of a corpus. Semantic search is able to retrieve more relevant documents by matching the context and semantics of the query.

Metrics 98
article thumbnail

Amazon Managed Service for Apache Flink now supports Apache Flink version 1.18

AWS Big Data

Apache Flink is an open source distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing and event time semantics. This connector is compatible with Amazon OpenSearch Service provisioned and OpenSearch Service Serverless.

article thumbnail

KGF 2023: Bikes To The Moon, Datastrophies, Abstract Art And A Knowledge Graph Forum To Embrace Them All

Ontotext

It enriched their understanding of the full spectrum of knowledge graph business applications and the technology partner ecosystem needed to turn data into a competitive advantage. For example, one of Ontotext’s clients is a global firm providing financial services in over 50 countries, which has over 5000 different IT systems.

article thumbnail

6 BI challenges IT teams must address

CIO Business Intelligence

By 2025, it’s estimated we’ll have 463 million terabytes of data created every day,” says Lisa Thee, data for good sector lead at Launch Consulting Group in Seattle. Axel Goris, global visual analytics lead, Novartis Novartis There can be obstacles, however, to taking the self-service approach.

IT 131