article thumbnail

Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline

AWS Machine Learning - AI

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Select the created stack and choose Delete , as shown in the following screenshot.

article thumbnail

Scalable Entity Resolution With Python and ML

John Snow Labs

This talk will cover Entity Resolution, which is also refered to as identity resolution, record linkage, deduplication or fuzzy matching. Entity Resolution helps to link and unify records that refer to the same real-world entity like customer or supplier. We will discuss Zingg algorithms and Python API usage.

article thumbnail

Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

AWS Machine Learning - AI

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. Temporal consistency refers to the continuity of visual elements, such as objects, characters, and scenes, across subsequent frames. accelerate launch train_stage_1.py py --config configs/train/stage1.yaml

article thumbnail

Building scalable, secure, and reliable RAG applications using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. For details on all the fields and providing configuration of various vector stores supported by Knowledge Bases for Amazon Bedrock, refer to AWS::Bedrock::KnowledgeBase.

article thumbnail

Build scalable Low-Code backends with Booster

The Agile Monkey

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

article thumbnail

Why Your Website Needs the Scalability and Availability of the Cloud

Datavail

Given these issues, scalability and availability need to be essential concerns for any company that depends on its website to do business or offer services to its customers. Scalability and Availability for Websites in the Cloud. Want to make your website more robust, user-friendly, scalable, and available by migrating to the cloud?

article thumbnail

SAP publishes open source manifesto

CIO

It arrives alongside the announcement of SAP’s Open Reference Architecture project as part of the EU’s IPCEI-CIS initiative. Organizations are choosing these platforms based on effective cost, performance, and scalability.”