Architecture Reference Scalability 
AWS Machine Learning - AI
OCTOBER 29, 2024
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.
Xebia
APRIL 17, 2025
Thinking refers to an internal reasoning process using the first output tokens, allowing it to solve more complex tasks. Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy. Gemini 2.5 BigFrames 2.0 offers a scikit-learn-like API for ML.
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CIO
NOVEMBER 22, 2024
Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A
CIO
JANUARY 7, 2025
In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.
CIO
DECEMBER 30, 2024
In these uses case, we have enough reference implementations to point to and say, Theres value to be had here.' Weve seen so many reference implementations, and weve done so many reference implementations, that were going to see massive adoption. Now, it will evolve again, says Malhotra. Agents are the next phase, he says.
AWS Machine Learning - AI
MARCH 4, 2025
To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.
AWS Machine Learning - AI
APRIL 9, 2025
Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers. The user prompt is then routed to the LLM associated with the task category of the reference prompt that has the closest match.
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