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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store. strip() for item in response.strip().split("nn")[1:-1]

APIs 112
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The Game-Changer: Why Omnichannel Comms is Critical for Gaming

Comm100

Without a multi-layered online support model, companies risk not only frustrating their players, but also potentially losing millions of dollars. With VIP management , these valued players can be routed to priority channels, ensuring their concerns are addressed promptly and maintaining a premium gaming experience for them.

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Detect fraud in mobile-oriented businesses using GrabDefence device intelligence and Amazon Fraud Detector

AWS Machine Learning

In this post, we present a solution that combines rich mobile device intelligence with customized machine learning (ML) modeling to help you catch fraudsters who exploit mobile apps. This solution rides on a larger global wave of anti-fraud efforts, which experts forecast to grow to USD $62.70 billion by 2028. GD device intelligence.

APIs 69
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. All the principles of the AWS Shared Responsibility Model are applicable to generative AI solutions.

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Overcome the machine learning cold start challenge in fraud detection using Amazon Fraud Detector

AWS Machine Learning

Solution overview Amazon Fraud Detector is a fully managed fraud detection service that automates detecting potentially fraudulent activities online. The new Cold Start feature provides intelligent methods for enriching, extending, and risk modeling small sets of data.

APIs 71
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Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1

AWS Machine Learning

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Solution overview Document validation is a critical type of input for mortgage fraud decisions.

APIs 69
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InformedIQ automates verifications for Origence’s auto lending using machine learning

AWS Machine Learning

With ML and automation, Informed can provide a software solution that is available 24/7, over holidays and weekends. The solution works accurately without conscious or unconscious bias to calculate and clear stipulations in under 30 seconds, vs. an average of 7 days for loan verifications, with 99% accuracy. Solution overview.

APIs 71