Lambda Performance System Design 
AWS Machine Learning - AI
APRIL 9, 2025
Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. In contrast, more complex questions might require the application to summarize a lengthy dissertation by performing deeper analysis, comparison, and evaluation of the research results.
AWS Machine Learning - AI
NOVEMBER 19, 2024
Seamlessly integrate with APIs – Interact with existing business APIs to perform real-time actions such as transaction processing or customer data updates directly through email. Solution overview This section outlines the architecture designed for an email support system using generative AI.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Xebia
AUGUST 29, 2023
How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster.
AWS Machine Learning - AI
MARCH 13, 2025
These AI agents have demonstrated remarkable versatility, being able to perform tasks ranging from creative writing and code generation to data analysis and decision support. These systems are composed of multiple AI agents that converse with each other or execute complex tasks through a series of choreographed or orchestrated processes.
AWS Machine Learning - AI
JULY 10, 2024
To address these performance issues, several factors can be controlled. Some of the benefits include: Efficient retrieval : The hierarchical structure allows faster and more targeted retrieval of relevant information; first by performing semantic search on the child chunk and then returning the parent chunk during retrieval.
AWS Machine Learning - AI
JULY 3, 2024
These models demonstrate impressive performance in question answering, text summarization, code, and text generation. The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI. It sends it back to the WebSocket via the Lambda function.
AWS Machine Learning - AI
MARCH 7, 2025
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, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.
Expert insights. Personalized for you.
102 
Let's personalize your content