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 79

Best practices Scripts Construction Management 79

AWS Machine Learning

MAY 16, 2023

As a JumpStart model hub customer, you get improved performance without having to maintain the model script outside of the SageMaker SDK. The inference script is prepacked with the model artifact. It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document.

Chatbots 84

Chatbots Scripts APIs Feedback 84

AWS Machine Learning

MAY 25, 2023

A small number of similar documents (typically three) is added as context along with the user question to the “prompt” provided to another LLM and then that LLM generates an answer to the user question using information provided as context in the prompt. Chunking of knowledge base documents. Implementing the question answering task.

APIs 76

APIs Enterprise Accountability Chatbots 76

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. Clone the Github repository The GitHub repo provides all the scripts necessary to deploy models using FastAPI on NeuronCores on AWS Inferentia instances. code as the entry point. compiled-model-bs-{batch_size}.pt')

Scripts 72

Scripts APIs Engineering Best practices 72

Spearline

JULY 21, 2022

And testingRTC offers multiple ways to export these metrics, from direct collection from webhooks, to downloading results in CSV format using the REST API. Flip the script With testingRTC, you only need to write scripts once, you can then run them multiple times and scale them up or down as you see fit. Happy days!

Scripts 98

Scripts APIs Metrics Analytics 98

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 86

Scripts Construction APIs Healthcare 86

JustCall

APRIL 3, 2024

Automation features and open API: An auto dialer offers open APIs so your developers can- – Build automation workflows for call logging, – Build workflows for notes logging – Help with reporting and analytics tasks (i.e., Open API for custom integrations and workflows. creating visualizations such as charts).

Sales 52

Sales CRM Scripts APIs 52

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

MARCH 1, 2023

Amazon Comprehend is a managed AI service that uses natural language processing (NLP) with ready-made intelligence to extract insights about the content of documents. It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document.

APIs 67

APIs Metrics Accountability Scripts 67

Nexmo

OCTOBER 7, 2020

Vonage API Account. To complete this tutorial, you will need a Vonage API account. Once you have an account, you can find your API Key and API Secret at the top of the Vonage API Dashboard. Web Component polyfill --> <script src="[link]. <!-- This tutorial also uses a virtual phone number.

APIs 118

APIs Scripts Accountability 118

AWS Machine Learning

DECEMBER 21, 2022

A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. The following code snippet shows you how to create a feature group using the Iceberg format and FeatureGroup.create API of the SageMaker SDK. You can find the sample script in GitHub.

Scripts 72

Scripts Engineering APIs Big data 72

AWS Machine Learning

NOVEMBER 26, 2023

Gartner predicts that “by 2026, more than 80% of enterprises will have used generative AI APIs or models, or deployed generative AI-enabled applications in production environments, up from less than 5% in 2023.” However, scripting appealing subject lines can often be tedious and time-consuming.

Personalization 100

Personalization Customer Experience APIs Entertainment 100

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 88

APIs Scripts Metrics Accountability 88

AWS Machine Learning

MARCH 20, 2023

Use the supplied Python scripts for quantization. Run the provided Python test scripts to invoke the SageMaker endpoint for both INT8 and FP32 versions. To access the code and documentation, refer to the GitHub repo. Quantizing the model in PyTorch is possible with a few APIs from Intel PyTorch extensions.

Calibration 77

Calibration Scripts Benchmark APIs 77

AWS Machine Learning

APRIL 19, 2023

Our data scientists train the model in Python using tools like PyTorch and save the model as PyTorch scripts. Ideally, we instead want to load the model PyTorch scripts, extract the features from model input, and run model inference entirely in Java. However, a few issues came with this solution.

Engineering 74

Engineering APIs Scripts Education 74

AWS Machine Learning

MAY 23, 2023

Original content production, code generation, customer service enhancement, and document summarization are typical use cases of generative AI. The web application interacts with the models via Amazon API Gateway and AWS Lambda functions as shown in the following diagram. Clone and set up the AWS CDK application. Choose Generate image.

APIs 90

APIs Accountability Construction Management 90

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 93

Scripts APIs Government Analytics 93

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 68

Enterprise Scripts Best practices Analytics 68

AWS Machine Learning

DECEMBER 19, 2022

We walk through an end-to-end example, from loading the Faster R-CNN object detection model weights, to saving them to an Amazon Simple Storage Service (Amazon S3) bucket, and to writing an entrypoint file and understanding the key parameters in the PyTorchModel API. For a list of available models, see the PyTorch Model Zoo documentation.

Automotive 74

Automotive APIs Engineering Scripts 74

AWS Machine Learning

APRIL 18, 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, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Scripts 94

Scripts Best practices Engineering Accountability 94

AWS Machine Learning

MAY 10, 2023

TensorFlow and PyTorch projects both endorse and use TensorBoard in their official documentation and examples. When they create a SageMaker training job, domain users can use TensorBoard using the SageMaker Python SDK or Boto3 API. is your training script, and simple_tensorboard.ipynb launches the SageMaker training job.

Scripts 72

Scripts Metrics Construction APIs 72

AWS Machine Learning

JULY 5, 2022

Lifecycle configurations (LCCs) are shell scripts to automate customization for your Studio environments, such as installing JupyterLab extensions, preloading datasets, and setting up source code repositories. LCC scripts are triggered by Studio lifecycle events, such as starting a new Studio notebook. Apply the script (see below).

Scripts 79

Scripts Engineering APIs Consulting 79

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 99

Analytics APIs Engineering Construction 99

AWS Machine Learning

AUGUST 3, 2022

Amazon Comprehend is a natural-language processing (NLP) service you can use to automatically extract entities, key phrases, language, sentiments, and other insights from documents. All you need to do is load your dataset of documents and annotations, and use the Amazon Comprehend console, AWS CLI, or APIs to create the model.

Benchmark 67

Benchmark APIs Metrics Scripts 67

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 118

APIs Scripts Enterprise Management 118

AWS Machine Learning

AUGUST 30, 2023

Radiology reports are comprehensive, lengthy documents that describe and interpret the results of a radiological imaging examination. In order to run inference through SageMaker API, make sure to pass the Predictor class. Deploy the pre-trained model by creating an HTTPS endpoint with the model object’s pre-built deploy() method.

Healthcare 109

Healthcare APIs Metrics Scripts 109

AWS Machine Learning

SEPTEMBER 28, 2022

Pipelines continues to innovate its developer experience, and with these recent releases, you can now use the service in a more customized way: 2.99.0 , 2.101.1 , 2.102.0 , 2.104.0 – Updated documentation on PipelineVariable usage for estimator, processor, tuner, transformer, and model base classes, Amazon models, and framework models.

Scripts 70

Scripts Engineering APIs Management 70

VirtualPBX

NOVEMBER 10, 2020

In our case, we built connections to Zapier and the VirtualPBX API to automate the receipt of new text messages and provide an interface for sending individual replies to customers. Buttons, and Leveraging the VirtualPBX API. Airtable has good documentation and a decent community.”. This is pure JavaScript,” Baker said.

APIs 75

APIs Accountability Scripts Marketing 75

AWS Machine Learning

FEBRUARY 13, 2023

An administrator can run the AWS CDK script provided in the GitHub repo via the AWS Management Console or in the terminal after loading the code in their environment. Choose Open Jupyter to start running the Python script for performing the log analysis. The steps are as follows: Open AWS Cloud9 on the console.

Scripts 73

Scripts Best practices Transportation Construction 73

JustCall

JANUARY 29, 2024

Explore The Solution Used By Thousands For Successful Sales Teams Start your 14 day Free Trial Start Free Trial JustCall vs Kixie: Integrations Both JustCall and Kixie offer an extensive range of integrations, webhooks, and APIs. Invariably, both platforms share common features that get the job done well. Let’s look at what these are.

Sales 52

Sales APIs Analytics Abandon rate 52

AWS Machine Learning

JUNE 10, 2022

Text recognition for labels, signs, and documents – Take a picture with your smartphone of any label, sign, or document, and the app reads it out loud for you. Generally speaking, the SDK for JavaScript provides access to AWS services in either browser scripts or Node.js; for this sample project, the SDK is used in browser scripts.

Scripts 74

Scripts APIs Accountability Engineering 74

Nexmo

APRIL 2, 2019

You’ll find the API key and secret on the Getting Started page, then you can go to the “ Create an application ” page in the Voice submenu to register your new voicemail app. With all the default markup defined, you can fill out the empty script tag at the bottom of the page.

Scripts 76

Scripts APIs Answering services Personalization 76

AWS Machine Learning

NOVEMBER 16, 2022

You can use Boto3 APIs as shown the following example, or you can use the AWS Management Console to create the model package. For the permissions for this model package group, you can create a JSON document resembling the following code. In the following code snippet, we use a custom preprocessing script preprocess.py

Accountability 81

Accountability Best practices Scripts Engineering 81

AWS Machine Learning

NOVEMBER 16, 2022

Automated deployment options have been improved and simplified using Kustomize scripts and Helm charts. This script automates creation of the following AWS resources: VPCs and EKS clusters. For more details on the features that Prometheus supports, check out the Prometheus documentation. Kubeflow on AWS 1.6.1

Metrics 66

Metrics Scripts Enterprise APIs 66

NobelBiz

APRIL 23, 2024

Collections agents must be well-versed in the legal aspects of debt collection, while technology solutions can automate compliance checks and documentation, ensuring that all interactions meet regulatory standards. Seamlessly integrate proprietary or third-party CRM applications with our extensive APIs and data dictionary libraries.

Customer centricity 52

Customer centricity Contact Center Technology Telemarketing 52

AWS Machine Learning

DECEMBER 1, 2022

You can check more details in the documentation to Get Started with Amazon SageMaker Geospatial Capabilities. Note that we’re using an interpolation algorithm with a fixed value in our example, but there are other configurations supported, as explained in the Create an Earth Observation Job documentation.

Scripts 76

Scripts APIs Management Technology 76

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 96

Chatbots APIs Engineering Enterprise 96