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Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

AWS Machine Learning

The end-user sends their natural language queries to the NL2SQL solution using a REST API. Amazon API Gateway is used to provision the REST API, which can be secured by Amazon Cognito. When the workflow is complete, the result is provided as a response to the REST API request.

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What’s All This Fuss About Composability?

ConvergeOne

Neumann in 2004 for an unbiased look at the approach: “One of the biggest obstacles to software development — and particularly system integration — is the difficulty of predictably composing subsystems out of modules, systems out of subsystems, and networks of systems out of systems and networking.”. I mentioned open APIs and microservices.

APIs 79
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How BrainPad fosters internal knowledge sharing with Amazon Kendra

AWS Machine Learning

Founded in 2004, BrainPad Inc. API implementations, so we can eventually provide customized search pages to our employees to improve their experience. This is a guest post by Dr. Naoki Okada, Lead Data Scientist at BrainPad Inc. To date, BrainPad has helped more than 1,300 companies, primarily industry leaders.

Chatbots 104
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Teliax Expands Cloud Offerings With New Services From QuandaGo

CSM Magazine

With an open, ecosystem model supported by APIs, end user customers can take a fully flexible, customizable approach to using new services that evolve with technology and business needs. Founded in 2004, Denver, CO-based Teliax is a global leader in innovative voice connectivity and communications platforms. About Teliax.

APIs 52
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How Clearwater Analytics is revolutionizing investment management with generative AI and Amazon SageMaker JumpStart

AWS Machine Learning

Founded in 2004 in Boise, Idaho, Clearwater has grown into a global software-as-a-service (SaaS) powerhouse, providing automated investment data reconciliation and reporting for over $7.3 Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

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What’s All This Fuss About Composability?

ConvergeOne

Neumann in 2004 for an unbiased look at the approach: “One of the biggest obstacles to software development — and particularly system integration — is the difficulty of predictably composing subsystems out of modules, systems out of subsystems, and networks of systems out of systems and networking.” I mentioned open APIs and microservices.

APIs 40
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Recommend top trending items to your users using the new Amazon Personalize recipe

AWS Machine Learning

You can get started without any prior ML experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. On the campaign ( trending-now-campaign ) Personalization API tab, choose Get recommendations. Now we see the latest list of recommended items.