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Experience-Based Acceleration

Enhancing the performance of Salesforce Einstein’s code generation model using Amazon SageMaker

This is a joint collaboration post between Salesforce and AWS, in which they discuss how the Salesforce Einstein AI Platform team has utilized Amazon SageMaker to enhance the efficiency and performance of their code generation LLM (Large Language Models) features, known as CodeGen. Salesforce, a cloud-based software company, offers customer relationship management (CRM) software applications focused…

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Safe AccountingAI Chatbot: Lili’s Adventure with Amazon Bedrock

This blog post was written in collaboration with Lili, a financial platform that offers advanced business banking along with integrated accounting and tax preparation software. The post focuses on how Lili used Amazon Bedrock's artificial intelligence (AI) capabilities to design AccountantAI, an intelligent chatbot specifically developed to provide on-demand accounting advice to small business owners. Given…

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Utilizing Agents for Amazon Bedrock to interactively produce infrastructure as a code.

In the evolving landscape of cloud infrastructure, Agents for Amazon Bedrock stands as a promising tool for enhancing infrastructure as code (IaC) processes. This platform employs artificial intelligence to automate the triggering and orchestration of user-requested tasks, augmenting them with company-specific information. The process involves analyzing cloud architecture diagrams, which are then converted into Terraform…

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The progression of PGA TOUR’s AI-powered virtual assistant, from initial idea through the development process to the finished prototype.

Artificial intelligence (AI) experts from Amazon and the PGA Tour have developed a prototype virtual assistant that uses large language models (LLMs) and the Retrieval-Augmented-Generation (RAG) framework to provide real-time, interactive data and information to fans. This post summarises a project that involved the AWS Generative AI Innovation Center, AWS Professional Services and the PGA…

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