article thumbnail

Cross-Stack RDS User Provisioning and Schema Migrations with AWS Lambda

Xebia

For this, we can use a provisioner lambda function. This lambda function creates the local users in the database. You can simply invoke the Lambda function as a custom resource using the same template as the RDS instance. The Lambda function can retrieve the root credentials from Secrets Manager.

Lambda 162
article thumbnail

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

AWS Machine Learning - AI

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. We walk you through our solution, detailing the core logic of the Lambda functions. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Insiders

Sign Up for our Newsletter

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

Trending Sources

article thumbnail

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. This request contains the user’s message and relevant metadata.

article thumbnail

How to Overcome Challenges With AWS Lambda Logging

DevOps.com

Monitoring AWS Lambda can be a complex and potentially costly endeavor. Here’s what you need to know to stay on track and on budget Organizations are already experiencing a shift toward serverless cloud computing. The post How to Overcome Challenges With AWS Lambda Logging appeared first on DevOps.com.

Lambda 144
article thumbnail

Does Your Company Need Help Solving These 4 Common eLearning Challenges?

Lambda Solutions has identified the most common and costly challenges faced by eLearning providers today. Download this report, and we will show you how to identify each of these pitfalls in your organization regardless of industry, organizational size, or learning goals. These include: Overcoming the high cost of scaling.

article thumbnail

Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning - AI

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent.

Lambda 129
article thumbnail

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. The multi-LLM approach enables organizations to effectively choose the right model for each task, adapt to different domains, and optimize for specific cost, latency, or quality needs. Anthropics Claude 3.5

article thumbnail

Build or Buy an LMS? How to Pick the Right Solution for Your Budget

This guide from Lambda’s eLearning experts details absolutely everything you need to consider so you can pick the perfect eLearning solution for your organization and budget. Build it or buy it.

article thumbnail

A Training Company’s Guide to Selecting an eLearning Platform

Training companies have an opportunity to embrace the change and create meaningful change in their organizations by moving online. Identify how Lambda Solutions can help. Its advantages have become clear, and those that don't embrace it are leaving money on the table. Discuss the opportunity for training companies.