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Automate building guardrails for Amazon Bedrock using test-driven development

AWS Machine Learning

As companies of all sizes continue to build generative AI applications, the need for robust governance and control mechanisms becomes crucial. For example, a banking assistant application can be designed to deny topics related to illegal investment advice. There are multiple components to a guardrail for Amazon Bedrock.

APIs 118
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Use the ApplyGuardrail API with long-context inputs and streaming outputs in Amazon Bedrock

AWS Machine Learning

The new ApplyGuardrail API enables you to assess any text using your preconfigured guardrails in Amazon Bedrock, without invoking the FMs. In this post, we demonstrate how to use the ApplyGuardrail API with long-context inputs and streaming outputs. For example, you can now use the API with models hosted on Amazon SageMaker.

APIs 131
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Protect sensitive data in RAG applications with Amazon Bedrock

AWS Machine Learning

The Amazon Comprehend PII redaction job automatically redacts and masks sensitive elements such as names, addresses, phone numbers, Social Security numbers, drivers license IDs, and banking information with the entity type. For more information, see Redacting PII entities with asynchronous jobs (API).

APIs 100
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Governing the ML lifecycle at scale: Centralized observability with Amazon SageMaker and Amazon CloudWatch

AWS Machine Learning

This post is part of an ongoing series on governing the machine learning (ML) lifecycle at scale. To start from the beginning, refer to Governing the ML lifecycle at scale, Part 1: A framework for architecting ML workloads using Amazon SageMaker. Configure centralized logging to API calls across multiple accounts using CloudTrail.

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Preparing Your Business for the API Economy

Nexmo

Partly, that’s code they write themselves but what makes modern software development so effective is that developers can easily build on the work of others through APIs. When you think of APIs it’s likely that some big names come to mind: Nexmo, the Vonage API platform; Stripe for payments; or one of the new Open Banking APIs.

APIs 78
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Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

AWS Machine Learning

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. User submits a question When is re:Invent happening this year?,

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First Orion Launches Protect+ Safeguards Businesses from Inbound Spam and Scam Calls

CSM Magazine

Protect+ is particularly valuable for industries vulnerable to fraudulent inbound calls, such as financial services/banking, healthcare, insurance, government services, and retail. Simple API Integration Enables seamless connection with existing telephony systems.

APIs 52