AWS Machine Learning

APRIL 11, 2024

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Categorizing documents is an important first step in IDP systems.

APIs 119

APIs Banking Enterprise Engineering 119

AWS Machine Learning

NOVEMBER 6, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from scanned documents. Queries is a feature that enables you to extract specific pieces of information from varying, complex documents using natural language. personal or cashier’s checks), financial institution and country (e.g.,

APIs 120

APIs Best practices Banking Accountability 120

AWS Machine Learning

DECEMBER 11, 2024

This enables sales teams to interact with our internal sales enablement collateral, including sales plays and first-call decks, as well as customer references, customer- and field-facing incentive programs, and content on the AWS website, including blog posts and service documentation.

Sales 91

Sales Accountability APIs CRM 91

AWS Machine Learning

AUGUST 14, 2024

While using their data source, they want better visibility into the document processing lifecycle during data source sync jobs. They want to know the status of each document they attempted to crawl and index, as well as the ability to troubleshoot why certain documents were not returned with the expected answers.

Enterprise 115

Enterprise APIs Engineering Accountability 115

AWS Machine Learning

AUGUST 9, 2024

Question and answering (Q&A) using documents is a commonly used application in various use cases like customer support chatbots, legal research assistants, and healthcare advisors. In this collaboration, the AWS GenAIIC team created a RAG-based solution for Deltek to enable Q&A on single and multiple government solicitation documents.

Government 121

Government Healthcare Construction Engineering 121

AWS Machine Learning

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

APIs 121

APIs Enterprise Automotive Customer Support 121

AWS Machine Learning

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. A Business or Enterprise Google Workspace account with access to Google Chat.

APIs 117

APIs Scripts Accountability Construction 117

AWS Machine Learning

MARCH 27, 2025

Lets say the task at hand is to predict the root cause categories (Customer Education, Feature Request, Software Defect, Documentation Improvement, Security Awareness, and Billing Inquiry) for customer support cases. We suggest consulting LLM prompt engineering documentation such as Anthropic prompt engineering for experiments.

Education 100

Education Engineering APIs Enterprise 100

AWS Machine Learning

SEPTEMBER 8, 2023

For modern companies that deal with enormous volumes of documents such as contracts, invoices, resumes, and reports, efficiently processing and retrieving pertinent data is critical to maintaining a competitive edge. What if there was a way to process documents intelligently and make them searchable in with high accuracy?

Construction 122

Construction Metrics Best practices APIs 122

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 117

APIs Construction Best practices Technology 117

AWS Machine Learning

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. An interactive chat interface allows deeper exploration of both the original document and generated content.

Best practices 99

Best practices Enterprise Engineering Strategic Value 99

AWS Machine Learning

MARCH 19, 2025

operation.font.set({ name: 'Arial' }); // flush changes to the Word document await context.sync(); }); Generative AI backend infrastructure The AWS Cloud backend consists of three components: Amazon API Gateway acts as an entry point, receiving requests from the Office applications Add-in. Here, we use Anthropics Claude 3.5 Sonnet).

APIs 99

APIs Automotive Accountability Analytics 99

AWS Machine Learning

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Construction 109

Construction APIs Metrics Accountability 109

AWS Machine Learning

MARCH 18, 2025

Site monitors conduct on-site visits, interview personnel, and verify documentation to assess adherence to protocols and regulatory requirements. However, this process can be time-consuming and prone to errors, particularly when dealing with extensive audio recordings and voluminous documentation.

Healthcare 103

Healthcare Analytics Consulting Consulting 103

AWS Machine Learning

AUGUST 21, 2024

Today, physicians spend about 49% of their workday documenting clinical visits, which impacts physician productivity and patient care. By using the solution, clinicians don’t need to spend additional hours documenting patient encounters. This blog post focuses on the Amazon Transcribe LMA solution for the healthcare domain.

Healthcare 105

Healthcare Consulting Consulting APIs 105

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 121

Chatbots APIs Engineering Automotive 121

AWS Machine Learning

FEBRUARY 7, 2024

In the first post of this three-part series, we presented 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. The following diagram represents each stage in a mortgage document fraud detection pipeline.

APIs 126

APIs Accountability Metrics Engineering 126

AWS Machine Learning

SEPTEMBER 3, 2024

We begin by creating an inline policy that grants the necessary permissions for these actions on EMR Serverless clusters, then attach the policy to the Studio domain or user profile role: { "Version": "2012-10-17", "Statement": [ { "Sid": "EMRServerlessUnTaggedActions", "Effect": "Allow", "Action": [ "emr-serverless:ListApplications" ], "Resource": (..)

Big data 107

Big data Engineering Accountability Real estate 107

CSM Magazine

JANUARY 28, 2025

Registering and logging into a personal account on a gaming site are important steps for every new member. The process of creating an account at CandyLand Casino login is fast enough and requires little effort. Logging in to your personal account is a key moment to get full access to all functions.

Accountability 52

Accountability Personalization Entertainment Banking 52

AWS Machine Learning

OCTOBER 29, 2024

Security – The solution uses AWS services and adheres to AWS Cloud Security best practices so your data remains within your AWS account. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository.

Best practices 103

Best practices Feedback Metrics APIs 103

AWS Machine Learning

JANUARY 22, 2025

Prerequisites For this example, you need the following: An AWS account and a user with an AWS Identity and Access Management (IAM) role authorized to use Bedrock. The following is an example FlowMultiTurnInputRequestEvent JSON object: { "nodeName": "Trip_planner", "nodeType": "AgentNode", "content": { "document": "Certainly!

APIs 120

APIs Transportation Best practices Enterprise 120

AWS Machine Learning

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. For example, imagine that you are planning next year’s strategy of an investment company.

Analytics 120

Analytics APIs Engineering Construction 120

AWS Machine Learning

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. These tasks often involve processing vast amounts of documents, which can be time-consuming and labor-intensive. This solution uses the powerful capabilities of Amazon Q Business.

Enterprise 84

Enterprise Engineering APIs Best practices 84

ShepHyken

SEPTEMBER 6, 2019

Mobile-first is not a new concept, but as a growing number of consumers flock to open accounts on mobile devices instead of computers, businesses need to start thinking about mobile-only experiences. Beyond prefill, 34% were open to mobile document capture.

Accountability 249

Accountability Technology Personalization Customer Experience 249

AWS Machine Learning

FEBRUARY 25, 2025

This post shows how to configure an Amazon Q Business custom connector and derive insights by creating a generative AI-powered conversation experience on AWS using Amazon Q Business while using access control lists (ACLs) to restrict access to documents based on user permissions. Who are the data stewards for my proprietary database sources?

Enterprise 84

Enterprise Engineering APIs Accountability 84

Steve DiGioia

APRIL 19, 2021

Here are a few examples: I’m sorry we gave you the wrong information about how to update your online account. We should have checked first to see whether you had a Vendor account or a Supplier account. We’re sorry that you had trouble finding the images you had stored on StockFoto. Follow Leslie on Twitter @LeslieO.

Accountability 304

Accountability Personalization Customer Care Customer Support 304

AWS Machine Learning

JANUARY 7, 2025

The solution offers two TM retrieval modes for users to choose from: vector and document search. When using the Amazon OpenSearch Service adapter (document search), translation unit groupings are parsed and stored into an index dedicated to the uploaded file. For this post, we use a document store. Choose With Document Store.

Engineering 99

Engineering Metrics industry standards Finance 99

Momentum Telecom

MARCH 28, 2025

Here’s how it significantly elevates healthcare faxing: HIPAA-Compliant Storage: Using Microsoft SharePoint, Momentum securely stores faxed documents with end-to-end encryption, fully meeting HIPAA standards for PHI. Providing detailed audit trails to ensure transparency, accountability, and compliance.

Healthcare 59

Healthcare Accountability Management 59

AWS Machine Learning

MARCH 6, 2025

Optimized for search and retrieval, it streamlines querying LLMs and retrieving documents. Build sample RAG Documents are segmented into chunks and stored in an Amazon Bedrock Knowledge Bases (Steps 24). For this purpose, LangChain provides a WebBaseLoader object to load text from HTML webpages into a document format.

Metrics 101

Metrics Enterprise APIs Engineering 101

AWS Machine Learning

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale.

APIs 125

APIs Engineering CRM Enterprise 125

AWS Machine Learning

NOVEMBER 14, 2024

We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM) , making it easier to securely share and discover machine learning (ML) models across your AWS accounts. Mitigation strategies : Implementing measures to minimize or eliminate risks.

Government 88

Government Management APIs Accountability 88

AWS Machine Learning

FEBRUARY 12, 2025

Your task is to understand a system that takes in a list of documents, and based on that, answers a question by providing citations for the documents that it referred the answer from. Our dataset includes Q&A pairs with reference documents regarding AWS services. The following table shows an example.

APIs 74

APIs Management Benchmark Scripts 74

AWS Machine Learning

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production.

Enterprise 79

Enterprise Government Accountability Finance 79

AWS Machine Learning

NOVEMBER 15, 2024

decode("utf-8")) response = response["embeddings"]["float"][0] elif is_txt(doc): # Doc is a text file, encode it as a document with open(doc, "r") as fIn: text = fIn.read() print("Encode img desc:", doc, " - Content:", text[0:100]+".") If so, skip to the next section in this post. Deployment starts when you choose the Deploy option.

Benchmark 100

Benchmark Enterprise Construction Engineering 100

AWS Machine Learning

FEBRUARY 19, 2025

To use Automated Reasoning checks, you first create an Automated Reasoning policy by encoding a set of logical rules and variables from available source documentation. Automated Reasoning checks deliver deterministic verification of model outputs against documented rules, complete with audit trails and mathematical proof of policy adherence.

APIs 75

APIs Banking Engineering Transportation 75

Beyond Philosophy

JULY 14, 2022

There are also a bunch of documented health benefits of laughter. So as we go through these four theories of humor, let’s consider how we can apply these concepts to business, whether through the contact center, account management, or marketing. . When we make people laugh, it’s disarming. It can reduce tension.

Coaching 413

Coaching Consulting Consulting Personalization 413

AWS Machine Learning

NOVEMBER 7, 2024

SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account. This logic sits in a hybrid search component.

Enterprise 105

Enterprise APIs Government Accountability 105