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Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

AWS Machine Learning

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Text classification.

Scripts 71
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control. He recharges through reading, traveling, food and wine, discovering new music, and advising early-stage startups.

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How Thomson Reuters developed Open Arena, an enterprise-grade large language model playground, in under 6 weeks

AWS Machine Learning

Open Arena has been developed to get quick answers from several sets of corpora, such as for customer support agents, solutions to get quick answers from websites, solutions to summarize and verify points in a document, and much more. Open Arena has been designed to integrate seamlessly with multiple LLMs through REST APIs.

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Integrate QnABot on AWS with ServiceNow

AWS Machine Learning

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). Amazon Lex V2 getting started- Streaming APIs]([link] Expand the Advanced section and enter the same answer under Markdown Answer.

Chatbots 105
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Your guide to generative AI and ML at AWS re:Invent 2023

AWS Machine Learning

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases.

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How to Migrate from an On-premise Call Center Solution to a Cloud one

3CLogic

If an enterprise has already invested in an on-premise telephony infrastructure but is starting to entertain the merits of migrating to the cloud, a Connector can be a good first step.

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Chatbot: Complete Guide

JivoChat

In 1988, Jabberwacky was built by the developer Rollo Carpenter to simulate human conversation for entertainment purposes. 24/7 Customer Support When you use a chatbot, everyone who accesses your website can count on 24/7 customer support. 24/7 Customer Support Your chatbot will be activated 24/7.