AWS Machine Learning

NOVEMBER 22, 2023

When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. To follow along with this post, you should be familiar with the previous posts in this series ( Part 1 and Part 2 ) and the guidelines in Guidance for Intelligent Document Processing on AWS.

APIs 94

APIs Metrics Enterprise Benchmark 94

AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. First, we put the source documents, reference documents, and parallel data training set in an S3 bucket.

APIs 75

APIs Benchmark Best practices Engineering 75

AWS Machine Learning

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS. This post focuses on the Operational Excellence pillar of the IDP solution.

Best practices 85

Best practices Metrics Feedback Enterprise 85

TechSee

SEPTEMBER 21, 2023

Sophie AI reads product documentation and support flows, observes customer service and field service interactions, and learns at each step. You can also use these visual AI models within your own applications via our secure APIs. In contrast, Sophie AI is trained like today’s human agents and engineers.

Engineering 109

Engineering Enterprise Chatbots Self service 109

AWS Machine Learning

JULY 8, 2022

OCR has been widely used in various scenarios, such as document electronization and identity authentication. Because OCR can greatly reduce the manual effort to register key information and serve as an entry step for understanding large volumes of documents, an accurate OCR system plays a crucial role in the era of digital transformation.

Best practices 80

Best practices Scripts Construction Management 80

Expivia

FEBRUARY 15, 2024

By learning from your data and emulating the best practices of your top agents, Autopilot can handle a wide range of customer inquiries, providing consistent, high-quality responses and freeing up human agents for more complex issues.

Virtual Agent 75

Virtual Agent APIs Analytics Chatbots 75

AWS Machine Learning

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific entities or phrases. This IDP Well-Architected Custom Lens provides you the guidance to tackle the common challenges we see in the field.

APIs 83

APIs Accountability Enterprise Transportation 83

AWS Machine Learning

MAY 19, 2023

In our previous blogpost Enable the Visually Impaired to Hear Documents using Amazon Textract and Amazon Polly , we showed you our Text to Speech application called “Read for Me”. A pre-signed URL with the location of the audio file stored in Amazon S3 is sent back to the user’s browser through Amazon API Gateway.

APIs 89

APIs Scripts Engineering Best practices 89

Inbenta

APRIL 29, 2020

This short timeframe is made possible by: An API with a multitude of proven functionalities; A proprietary and patented NLP technology developed and perfected over the course of 15 years by our in-house Engineers and Linguists; A well-established development process. Poor technical documentation. A slow testing phase.

Chatbots 140

Chatbots APIs Construction Best practices 140

AWS Machine Learning

OCTOBER 4, 2023

Documentation Templates and Rules (DTR) – This allows providers to download smart questionnaires and rules, such as Clinical Quality Language (CQL), and provides a SMART on FHIR app or EHR app that runs the questionnaires and rules to gather information relevant to a performed or planned service.

Healthcare 91

Healthcare APIs Transportation Education 91

AWS Machine Learning

APRIL 12, 2023

Creating a unified and secure search experience is a significant challenge for organizations because each repository contains a wide range of document formats and access control mechanisms. The following table outlines which documents each user is authorized to access for our use case. An S3 bucket to store your documents.

Enterprise 89

Enterprise APIs Engineering Management 89

AWS Machine Learning

APRIL 18, 2024

It uses Amazon Transcribe for speech to text, Knowledge Bases for Amazon Bedrock for contextual queries against your company’s documents and knowledge sources, and Amazon Bedrock models for customizable transcription insights and summaries. AWS AppSync API – On the AWS AppSync console, open the CallAnalytics-LMA API.

APIs 109

APIs Accountability Analytics Entertainment 109

delighted

DECEMBER 3, 2021

Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. And, setting up APIs can link two applications to one another for data sharing/interacting purposes, making manual uploads a thing of the past. Create custom APIs for more complex use cases. Delighted).

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 123

Best practices Government Engineering Accountability 123

AWS Machine Learning

JANUARY 8, 2024

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). In this post, we focus on processing a large collection of documents into raw text files and storing them in Amazon S3.

Scripts 89

Scripts Construction APIs Healthcare 89

AWS Machine Learning

FEBRUARY 16, 2023

New supported data formats Previously, Amazon Kendra supported documents that included structured text in the form of frequently asked questions and answers, as well as unstructured text in the form of HTML files, Microsoft PowerPoint presentations, Microsoft Word documents, plain text documents, and PDFs. As a data source.

Enterprise 70

Enterprise APIs Engineering Best practices 70

AWS Machine Learning

AUGUST 14, 2023

Enterprise search is a critical component of organizational efficiency through document digitization and knowledge management. Enterprise search covers storing documents such as digital files, indexing the documents for search, and providing relevant results based on user queries. Initialize DocumentStore and index documents.

Enterprise 69

Enterprise Scripts Best practices Analytics 69

Select VoiceCom Blog

APRIL 17, 2023

Always remember to have every change documented and cite every reason. It improves efficiency and lowers errors by automating data exchange between different systems through application programming interfaces (APIs) , connectors, and other tools to facilitate system communications.

Management 52

Management Business Process Outsourcing Best practices outsourcing 52

AWS Machine Learning

MARCH 1, 2024

Lambda receives the iterative transcripts from EventBridge, determines when a conversation is complete, and invokes the Transcript API within Genesys Cloud and drops the full transcript in an S3 bucket. For more information on setting up your account, refer to the Genesys documentation. The status changes from Pending to Active.

Chatbots 95

Chatbots APIs Self service Contact Center 95

AWS Machine Learning

MAY 1, 2024

This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment. For documentation retrieval, Retrieval Augmented Generation (RAG) stands out as a key tool. Virginia) AWS Region. The following diagram illustrates the solution architecture.

Chatbots 89

Chatbots APIs Engineering Automotive 89

AWS Machine Learning

APRIL 24, 2023

Amazon Comprehend is a fully managed and continuously trained natural language processing (NLP) service that can extract insight about the content of a document or text. The steps are as follows: The client side calls Amazon API Gateway as the entry point to provide a client message as input. API Gateway bypasses the request to Lambda.

APIs 62

APIs Customer Experience Feedback Chatbots 62

AWS Machine Learning

AUGUST 2, 2023

Amazon Kendra supports a variety of document formats , such as Microsoft Word, PDF, and text from various data sources. In this post, we focus on extending the document support in Amazon Kendra to make images searchable by their displayed content. USD Amazon Textract 100% detect document text on 10,000 images 15.00

Enterprise 71

Enterprise Healthcare APIs Big data 71

AWS Machine Learning

DECEMBER 14, 2023

The evolution continued in April 2023 with the introduction of Amazon Bedrock , a fully managed service offering access to cutting-edge foundation models, including Stable Diffusion, through a convenient API. These models are easily accessible through straightforward API calls, allowing you to harness their power effortlessly.

Entertainment 95

Entertainment Construction APIs Engineering 95

AWS Machine Learning

MAY 1, 2024

We developed the Document Translation app, which uses Amazon Translate , to address these issues. The Document Translation app uses Amazon Translate for performing translations. Amazon Translate provides high-quality document translations for contextual, accurate, and fluent translations. 1 – Translating a document.

APIs 88

APIs Construction Best practices Technology 88

AWS Machine Learning

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. However, the potential doesn’t end there.

Engineering 114

Engineering Healthcare Construction APIs 114

AWS Machine Learning

JULY 24, 2023

If the model changes on the server side, the client has to know and change its API call to the new endpoint accordingly. In this post, we share best practices to deploy deep learning models with FastAPI on AWS Inferentia NeuronCores. Neuron compilation explained The Neuron SDK’s API closely resembles the PyTorch Python API.

Scripts 73

Scripts APIs Engineering Best practices 73

Eptica

NOVEMBER 28, 2018

Thanks to the GDPR the vast majority of companies have now reviewed all of their processes around personal data, for example collecting all of the necessary permissions to contact customers through specific channels and documenting their policies and procedures. Share this page on: Tweet. How CX is central to Digital Transformation.

Best practices 66

Best practices APIs Personalization Analytics 66

AWS Machine Learning

MARCH 14, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. The retrieved information provides useful context and ideas.

Best practices 106

Best practices Engineering Chatbots Enterprise 106

Cincom

MAY 3, 2024

Manually creating customized communication documents like quotes, invoices, contracts, and reports is an inefficient process prone to human error. If you’re considering implementing a document automation solution for your organization, there are several key capabilities to evaluate during your search. What Is Document Automation?

Enterprise 40

Enterprise CRM APIs Customer retention 40

ConvergeOne

NOVEMBER 9, 2021

Anyone who uses Microsoft Office will absolutely want to have Microsoft Teams for the document sharing and collaboration alone. Get your company DNS records configured for the Avaya Cloud and its Apple Push Notification, API. It means being willing to review and appropriately adopt new best practices as they become available.

Best practices 83

Best practices Finance APIs Enterprise 83

Avaya

NOVEMBER 16, 2016

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. The technology is possible, real and waiting to be utilized.

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 96

Scripts APIs Government Analytics 96

AWS Machine Learning

FEBRUARY 29, 2024

If a distinctive keyword appears more frequently in a document, BM-25 assigns a higher relevance score to that document. You can also add data incrementally by importing records using the Amazon Personalize console or API. OpenSearch uses a probabilistic ranking framework called BM-25 to calculate relevance scores.

Personalization 91

Personalization Accountability Entertainment Construction 91

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions. Gather evidence for claim 5t16u-7v.

APIs 121

APIs Scripts Enterprise Management 121

AWS Machine Learning

FEBRUARY 13, 2023

With the help of the AWS CDK, we can version control our provisioned resources and have a highly transportable environment that complies with enterprise-level best practices. The following diagram illustrates the solution architecture. Make sure you have the credentials and permissions to deploy the AWS CDK stack into your account.

Scripts 74

Scripts Best practices Transportation Construction 74

AWS Machine Learning

NOVEMBER 30, 2023

SageMaker makes it straightforward to deploy models into production directly through API calls to the service. It reduces the complexity of initial setup and deployment, and by providing guidance on best practices for taking advantage of the full capabilities of SageMaker. its "predict" method will be invoked in the endpoint.

Engineering 97

Engineering Best practices APIs Scripts 97

AWS Machine Learning

NOVEMBER 16, 2022

For an example account structure to follow organizational unit best practices to host models using SageMaker endpoints across accounts, refer to MLOps Workload Orchestrator. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices. Prerequisites.

Accountability 82

Accountability Best practices Scripts Engineering 82