AWS Machine Learning

NOVEMBER 28, 2022

Today, more than 100,000 customers across numerous industries rely on AWS for ML and AI initiatives that infuse AI into a broad range of business use cases to automate repetitive and mundane tasks—from intelligent demand planning to document processing and content moderation. At AWS re:Invent, Amazon Web Services, Inc.

Healthcare 82

Healthcare Analytics Banking Enterprise 82

AWS Machine Learning

APRIL 8, 2024

Pre-training data is sourced from publicly available data and concludes as of September 2022, and fine-tuning data concludes July 2023. It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). For more information, refer to Documents / Nodes.

APIs 95

APIs Engineering Accountability Construction 95

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 88

APIs Scripts Engineering Best practices 88

AWS Machine Learning

NOVEMBER 18, 2022

First, there are many common use cases that you can address with a combination of AI/ML and other AWS services, such as Intelligent Document Processing, Contact Center Intelligence, and Personalization among others. AIM204 (LVL 200) Automate insurance document processing with AI. Reserve your seat now! Reserve your seat now!

Contact Center 76

Contact Center Engineering Analytics APIs 76

AWS Machine Learning

SEPTEMBER 19, 2023

For unstructured data, the agent uses AWS Lambda functions with AI services such as Amazon Textract for document analysis, Amazon Transcribe for speech recognition, Amazon Comprehend for NLP, and Amazon Kendra for intelligent search. Data exploration on stock data is done using Athena.

Marketing 96

Marketing APIs Engineering Analytics 96

JustCall

DECEMBER 23, 2022

per user per month Premium – Message, video, and phone features and an open API at $33.74 per user per month Ultimate – Message, video, and phone features and an open API at $44.99 per user, per month for a customized UCaaS platform with dashboards, analytics, and open APIs. per user per month. Microsoft Teams.

voip 52

voip APIs CRM Enterprise 52

JustCall

OCTOBER 4, 2022

It allows users to manage tasks, documents, and chats using Kanban boards. It offers API and Zapier integration so that you can connect with multiple third-party platforms such as MailChimp, Google Drive, Dropbox, and more. You can send texts, make voice calls, set up team chats, and share images, videos, and documents.

Advertising 52

Advertising CRM Feedback Enterprise 52

JivoChat

JUNE 8, 2022

The Complete 2022 Web Development Bootcamp. If you want to have more experience in the web development sector to apply for junior developer jobs, in the Complete 2022 Web Development Bootcamp, you will build 16 projects for your portfolio. The Complete JavaScript Course 2022. Document Object Model. Bootstrap 4.

APIs 75

APIs SaaS Engineering Best practices 75

NobelBiz

MAY 25, 2023

billion in 2022 to USD 19.7 Ask about their API integrations API integrations are important when a call center looks for a CDP vendor because they allow businesses to connect their existing systems and tools to the CDP. Additionally, it’s important to look for documentation that is up-to-date and well-maintained.

call center software 98

call center software Call Center APIs Contact Center 98

AWS Machine Learning

MARCH 29, 2023

The creation of AIDA aligns with the UNDP Strategic Plan 2022–2025 to use digitization and innovation for greater development impact. The data ingestion and extraction component ingests and extracts content from these unstructured documents. Amazon Textract is used to extract data from PDF documents.

APIs 68

APIs Construction Metrics Technology 68

AWS Machine Learning

MARCH 28, 2024

For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials. An SEC filing is a financial statement or other formal document submitted to the US Securities and Exchange Commission (SEC). This creates a large number of documents over the years.

Finance 91

Finance Metrics Banking Engineering 91

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 96

Analytics APIs Engineering Construction 96

AWS Machine Learning

MAY 22, 2023

Note that you need to pass the Predictor class when deploying model through the Model class to be able to run inference through the SageMaker API. It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document.

APIs 87

APIs Scripts Metrics Accountability 87

AWS Machine Learning

OCTOBER 4, 2022

For example, you can analyze support tickets and knowledge articles to detect PII entities and redact the text before you index the documents. After that, documents are free of PII entities and users can consume the data. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1 Costs involved.

APIs 82

APIs Banking Analytics Accountability 82

AWS Machine Learning

NOVEMBER 22, 2022

We also demonstrate how to understand the different sentiments associated with specific entities in the text (such as company, product, person, or brand) directly from the API. The Amazon Comprehend sentiment API identifies the overall sentiment for a text document. Use cases for real-time sentiment analysis.

APIs 67

APIs CRM Feedback B2C 67

AWS Machine Learning

OCTOBER 10, 2022

Grab is a NASDAQ listed company and a leading superapp in South East Asia, with over 30 million monthly transacting users (as per Grab’s Q1 2022 Results ). For generating real-time fraud predictions, the GDxAFD solution uses Amazon Fraud Detector and GrabDefence’s device intelligence SDK, along with Amazon API Gateway and AWS Lambda.

APIs 68

APIs Accountability Metrics Government 68

AWS Machine Learning

APRIL 19, 2023

After reading a few blog posts and DJL’s official documentation, we were sure DJL would provide the best solution to our problem. In this case, it detects the DJL PyTorch engine implementation, which will act as the bridge between the DJL API and the PyTorch Native. The following diagram outlines the workflow of the DJL solution.

Engineering 74

Engineering APIs Scripts Education 74

Creative Virtual

JANUARY 26, 2023

By Chris Ezekiel, Founder & CEO Since the official announcement in November 2022, there has been an enormous amount of buzz and excitement about OpenAI’s ChatGPT. Can I just provide a few documents and let ChatGPT answer questions by ‘looking’ at those? However with its predecessor, InstructGPT, it is.

Virtual Agent 52

Virtual Agent Chatbots APIs Engineering 52

AWS Machine Learning

DECEMBER 14, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart , a machine learning (ML) hub offering models, algorithms, and solutions. These models are easily accessible through straightforward API calls, allowing you to harness their power effortlessly.

Entertainment 90

Entertainment Construction APIs Engineering 90

SmartKarrot

JANUARY 18, 2022

Top 10 Trends for Enterprise SaaS in 2022. Companies are expected to have an average of 35 AI projects in place in 2022. Various business functions such as marketing, documentation, payroll, and much more can be performed almost completely autonomously using automation software. Application Programming Interfaces (API).

SaaS 10

SaaS Enterprise APIs Customer retention 10

AWS Machine Learning

FEBRUARY 19, 2024

Embeddings are created for documents and user questions. The document embeddings are split into chunks and stored as indexes in a vector database. The text generation workflow then takes a question’s embedding vector and uses it to retrieve the most similar document chunks based on vector similarity.

Chatbots 93

Chatbots APIs Engineering Enterprise 93

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. What exactly is a CPaaS? The Evolution of CPaaS technology CPaaS technology is continually changing.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. What exactly is a CPaaS? The Evolution of CPaaS technology CPaaS technology is continually changing.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

JustCall

OCTOBER 4, 2023

In March 2022, major carriers in the US rolled out a policy stating businesses using regular 10-digit numbers that send SMS messages to customers must register these numbers through a national registry called The Campaign Registry (TCR). Settings like templates, API integrations, etc. Is TCR Registration Actually Needed?

APIs 52

APIs Personalization Metrics 52

AWS Machine Learning

DECEMBER 1, 2022

We can also define a given time range, for example in the first months of 2022. time_start = "2022-01-01T12:00:00Z" time_end = "2022-05-01T12:00:00Z". time_start = "2022-01-01T12:00:00Z" time_end = "2022-05-01T12:00:00Z". For this post, we define an example area over Germany.

Scripts 76

Scripts APIs Management Technology 76

AWS Machine Learning

NOVEMBER 30, 2022

AI Service Cards are a form of responsible AI documentation that provide customers with a single place to find information on the intended use cases and limitations, responsible AI design choices, and deployment and performance optimization best practices for our AI services. Components of the AI Service Cards.

Government 71

Government Best practices APIs Technology 71

AWS Machine Learning

DECEMBER 16, 2022

You can learn more about Stability AI’s mission and partnership with AWS in the talk of Stability AI CEO at AWS re:Invent 2022 or in this blog post. For training a different model type, you can follow the API document to learn about how to apply SMP APIs. You can refer to this document for supported configurations.

Benchmark 68

Benchmark Engineering APIs Scripts 68

JustCall

JANUARY 30, 2023

This article explores 10 Vonage replacements leading the business phone system and contact center space in 2022/2023. RingCentral supports integrations with a huge number of third-party apps (like Zendesk, Slack, HubSpot, and Salesforce) and also enables developers to build custom workflows using its open APIs, SDKs, and widgets.

Interactive Voice Response 52

Interactive Voice Response Enterprise voip Call Logging 52

AWS Machine Learning

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The cost associated with training models on recent data is high.

APIs 90

APIs Healthcare Scripts Engineering 90

AWS Machine Learning

MARCH 28, 2024

If you’re implementing complex RAG applications into your daily tasks, you may encounter common challenges with your RAG systems such as inaccurate retrieval, increasing size and complexity of documents, and overflow of context, which can significantly impact the quality and reliability of generated answers. We use an ml.t3.medium

Telecommunications 106

Telecommunications Healthcare Transportation Accountability 106

AWS Machine Learning

JUNE 7, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document.

APIs 69

APIs Real estate Government Marketing 69

AWS Machine Learning

APRIL 19, 2023

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option.

APIs 75

APIs Metrics Enterprise Best practices 75

Quadient

JULY 21, 2022

Thu, 07/21/2022 - 14:48. Hoewel ze zijn geëvolueerd van gedrukte naar een meer document-centrisch wereldbeeld, hebben ze de neiging om CCM in de eerste plaats te zien als gestructureerde, uitgaande communicatie die wordt aangedreven door wettelijke normen. Customer Experience Management Maturity. j.shah-thiel. Introductie.

Customer Experience 40

Customer Experience Management Journey mapping APIs 40

AWS Machine Learning

MARCH 14, 2024

To enable quick information retrieval, we use Amazon Kendra as the index for these documents. Amazon Kendra uses natural language processing (NLP) to understand user queries and find the most relevant documents. Did anyone make an ace at the 2022 Shriners Children’s Open? The following figure illustrates this architecture.

Engineering 95

Engineering APIs Technology Finance 95

JivoChat

MAY 8, 2023

And the profits have grown, in 2022, the revenue went up to $14 billion in the US. Make a Business Plan A business plan is a document where you are going to describe how your company will work and profit. Sell Pre-Owned Clothes What about creating an online thrift store? In 2020, this industry reached a revenue of $10.5

Analytics 75

Analytics Sales Marketing B2B 75

AWS Machine Learning

SEPTEMBER 5, 2023

Earlier this year, we announced Amazon Bedrock , a serverless API to access foundation models from Amazon and our generative AI partners. Although it’s currently in Private Preview, its serverless API allows you to use foundation models from Amazon, Anthropic, Stability AI, and AI21, without having to deploy any endpoints yourself.

APIs 89

APIs Metrics Chatbots Engineering 89

AWS Machine Learning

DECEMBER 29, 2022

Documents are a primary tool for record keeping, communication, collaboration, and transactions across many industries, including financial, medical, legal, and real estate. The millions of mortgage applications and hundreds of millions of W2 tax forms processed each year are just a few examples of such documents.

APIs 83

APIs Banking Real estate Healthcare 83