AWS Big Data Blog

Category: Partner solutions

Optimize multimodal search using the TwelveLabs Embed API and HAQM OpenSearch Service

In this blog post, we show you the process of integrating TwelveLabs Embed API with OpenSearch Service to create a multimodal search solution. You’ll learn how to generate rich, contextual embeddings from video content and use OpenSearch Service’s vector database capabilities to enable search functionalities. By the end of this post, you’ll be equipped with the knowledge to implement a system that can transform the way your organization handles and extracts value from video content.

Deploy real-time analytics with StarTree for managed Apache Pinot on AWS

In this post, we introduce StarTree as a managed solution on AWS for teams seeking the advantages of Pinot. We highlight the key distinctions between open-source Pinot and StarTree, and provide valuable insights for organizations considering a more streamlined approach to their real-time analytics infrastructure.

Building and operating data pipelines at scale using CI/CD, HAQM MWAA and Apache Spark on HAQM EMR by Wipro

This blog post discusses how a programmatic data processing framework developed by Wipro can help data engineers overcome obstacles and streamline their organization’s ETL processes. The framework leverages HAQM EMR improved runtime for Apache Spark and integrates with AWS Managed services.

Run Apache XTable in AWS Lambda for background conversion of open table formats

In this post, we explore how Apache XTable, combined with the AWS Glue Data Catalog, enables background conversions between open table formats residing on HAQM S3-based data lakes, with minimal to no changes to existing pipelines, in a scalable and cost-effective way.

Differentiate generative AI applications with your data using AWS analytics and managed databases

While the potential of generative artificial intelligence (AI) is increasingly under evaluation, organizations are at different stages in defining their generative AI vision. In many organizations, the focus is on large language models (LLMs), and foundation models (FMs) more broadly. This is just the tip of the iceberg, because what enables you to obtain differential […]

Visual representation of the relationships of the high level entities in the customer, event and product subject areas

How ActionIQ built a truly composable customer data platform using HAQM Redshift

This post is written in collaboration with Mackenzie Johnson and Phil Catterall from ActionIQ. ActionIQ is a leading composable customer data (CDP) platform designed for enterprise brands to grow faster and deliver meaningful experiences for their customers. ActionIQ taps directly into a brand’s data warehouse to build smart audiences, resolve customer identities, and design personalized […]