AWS Machine Learning

FEBRUARY 9, 2023

In this post, we discuss the benefits of the AnalyzeDocument Signatures feature and how the AnalyzeDocument Signatures API helps detect signatures in documents. Lastly, we share some best practices for using this feature. In the following example, we detect signatures on an employment verification letter.

APIs 84

APIs Best practices Banking Enterprise 84

AWS Machine Learning

NOVEMBER 2, 2023

Amazon Bedrock is a fully managed service that makes foundation models from leading AI startups and Amazon available via easy-to-use API interfaces. The solution also uses the grammatical error correction API and the paraphrase API from AI21 to recommend word and sentence corrections.

APIs 110

APIs Education Transportation Accountability 110

AWS Machine Learning

OCTOBER 19, 2023

In this post, we discuss how to use the Custom Moderation feature in Amazon Rekognition to enhance the accuracy of your pre-trained content moderation API. The unique ID of the trained adapter can be provided to the existing DetectModerationLabels API operation to process images using this adapter.

APIs 114

APIs Best practices Advertising Accountability 114

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. There are charges for Amazon S3 storage, Amazon S3 API calls that Amazon IVS makes on behalf of the customer, and serving the stored video to viewers.

APIs 94

APIs Engineering Advertising Accountability 94

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 128

Best practices Government Engineering Accountability 128

AWS Machine Learning

JUNE 15, 2023

It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. We also recommend best practices when using Amazon Translate in this automatic translation pipeline to ensure translation quality and efficiency.

APIs 78

APIs Benchmark Best practices Engineering 78

TechSee

SEPTEMBER 21, 2023

This allows Sophie AI’s applications to naturally and organically assist agents, engineers, and customers in their context, using your best practices and operating procedures to guide them to full resolution. For example, a chat interaction with a website visitor differs from an email inquiry.

Engineering 109

Engineering Enterprise Chatbots Self service 109

AWS Machine Learning

MARCH 1, 2024

Some examples include a customer calling to check on the status of an order and receiving an update from a bot, or a customer needing to submit a renewal for a license and the chatbot collecting the necessary information, which it hands over to an agent for processing. Save your configuration. Navigate to the Genesys Cloud instance.

Chatbots 100

Chatbots APIs Self service Contact Center 100

Inbenta

APRIL 29, 2020

Indeed, the development of a chatbot implies creating new jobs such as the one of Botmaster for example. Lack of expertise on chatbot best practices regarding ergonomic or editorial. Our ebook will give you all the tips and best practices to carry out this project. How long does it take to deploy an AI chatbot?

Chatbots 140

Chatbots APIs Construction Best practices 140

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 101

APIs Metrics Consulting Consulting 101

AWS Machine Learning

APRIL 18, 2024

For Meeting Assist Bedrock Knowledge Base Id (existing) , enter your existing knowledge base ID (for example, JSXXXXX3D8 ). If the meeting app (for example, Zoom.us) is supported by the LMA extension, the user’s name, meeting name, and active speaker names are automatically detected by the extension.

APIs 115

APIs Accountability Analytics Entertainment 115

AWS Machine Learning

OCTOBER 4, 2023

Amazon API Gateway invokes the Patient View Hooks AWS Lambda function. API Gateway invokes the Coverage Requirements Hooks Lambda function. The cards returned from the API indicate that the patient has a sinus infection health condition and the doctor may need to order a prescription.

Healthcare 96

Healthcare APIs Transportation Education 96

JivoChat

JUNE 20, 2022

You will be able to take the Oracle Java Certificate exam, for example, and obtain proficiency in Java 8 and 11. . You will understand how to use Java best practices, advanced Java concepts, and acquire important skills to be a web or Android developer, for instance. The course also focuses on practice. Data and time API.

APIs 75

APIs Benchmark Best practices Construction 75

AWS Machine Learning

NOVEMBER 22, 2023

By using the Framework, you will learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. For example: With Amazon CloudWatch, you could monitor the number of documents processed through Amazon Textract.

Best practices 90

Best practices Metrics Feedback Enterprise 90

delighted

DECEMBER 3, 2021

Data transferring from one platform to another is a prime example of manual distribution. Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. Create custom APIs for more complex use cases. Automated distribution. Not to worry!

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

MAY 19, 2023

The DescribeForMe web app invokes the backend AI services by sending the Amazon S3 object Key in the payload to Amazon API Gateway Amazon API Gateway instantiates an AWS Step Functions workflow. 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 93

APIs Scripts Engineering Best practices 93

AWS Machine Learning

NOVEMBER 22, 2023

The AWS Well-Architected Framework provides a systematic way for organizations to learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. This helps you avoid throttling limits on API calls due to polling the Get* APIs.

APIs 99

APIs Metrics Enterprise Benchmark 99

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. For example, NEURON_RT_NUM_CORES=2 myapp.py Next set the default region in the same file.

Scripts 76

Scripts APIs Engineering Best practices 76

AWS Machine Learning

MARCH 23, 2023

To demonstrate this, we show an example of customizing an Amazon SageMaker Scikit-learn, open sourced, deep learning container to enable a deployed endpoint to accept client-side encrypted inference requests. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

Scripts 101

Scripts APIs Government Analytics 101

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 88

APIs Accountability Enterprise Transportation 88

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. SageMaker Model Monitor APIs offer data and model quality monitoring. For example, Yara has a central deployment account, and uses workload accounts to host business applications. This is done using a deployment map in ADF.

APIs 94

APIs Accountability Metrics Engineering 94

AWS Machine Learning

MARCH 11, 2024

A CDP is used to capture events from an ecommerce website, for example when a user views a product or adds a product to their shopping cart. Figure 2 shows an example of one of these placements, called More with your design , as seen on vistaprint.com. Stream ecommerce website events to a CDP.

Personalization 100

Personalization Engineering APIs Advertising 100

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. The following are examples of images generated from Stable Diffusion XL using the prompts from semantic search and prompt generation.

Entertainment 100

Entertainment Construction APIs Engineering 100

AWS Machine Learning

MARCH 12, 2024

Collaborators can use the AWS Clean Rooms console, APIs, or AWS SDKs to set up a collaboration. AWS Clean Rooms enables you to use any column as a join key, for example hashed MAIDs, emails, IP addresses, and RampIDs. Select the operators to allow for matching (for this example, select AND and OR ). Choose Next.

Advertising 106

Advertising Accountability APIs Best practices 106

AWS Machine Learning

JUNE 5, 2023

For example, when a neural network is trained, the weight of the network nodes is learned from the training, and indicates how much impact it has on the final prediction. The number of hidden layers and the number of nodes are some of the examples of hyperparameters you can set for a neural network.

APIs 80

APIs Enterprise Benchmark Metrics 80

COPC

OCTOBER 26, 2023

Examples include ChatGPT from Open AI, Bard from Google, and Llama from Meta. Crafting LLM AI Assistants: Roles, Process and Timelines Using the latest AI may seem as easy as developers using APIs in commercial LLM options like OpenAI. But it’s much more than enlisting engineers to call LLM APIs.

Technology 78

Technology Customer Experience APIs Consulting 78

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. For example: input = "How is the demo going?"

Engineering 103

Engineering Best practices APIs Scripts 103

AWS Machine Learning

JULY 19, 2022

To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. Start the model and analyze the image with the trained model using the Rekognition Custom Labels API. In this example, we use a private workforce to perform the data labeling job.

APIs 73

APIs Metrics Enterprise Government 73

AWS Machine Learning

APRIL 24, 2023

In this post, we explore how AWS customer Pro360 used the Amazon Comprehend custom classification API , which enables you to easily build custom text classification models using your business-specific labels without requiring you to learn machine learning (ML), to improve customer experience and reduce operational costs.

APIs 64

APIs Customer Experience Feedback Chatbots 64

AWS Machine Learning

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. The following screenshot shows an example of a zero-shot prompt with the Anthropic Claude 2.1 In these instructions, we didn’t provide any examples.

Best practices 112

Best practices Engineering Chatbots Enterprise 112

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.

Accountability 86

Accountability Best practices Scripts Engineering 86

AWS Machine Learning

JANUARY 4, 2024

In this post, we provide an introduction to text to SQL (Text2SQL) and explore use cases, challenges, design patterns, and best practices. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) via a single API, enabling to easily build and scale Gen AI applications.

Best practices 125

Best practices Enterprise Engineering APIs 125

delighted

DECEMBER 5, 2022

For example, you can set up an Alert that will go to the support team when someone mentions “help,” “support,” or “customer service,” so that a support member can jump on urgent requests quickly. That’s why it’s key to choose a survey platform that’s easy to use, with best practices baked in, and to automate as much as you can.

Surveys 90

Surveys Feedback Best practices APIs 90

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. Seven Omnichannel Contact Center Best Practices for Better Customer Experiences. Constant Information Gathering Along the Customer Journey. Integrate Tools.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. Seven Omnichannel Contact Center Best Practices for Better Customer Experiences. Constant Information Gathering Along the Customer Journey. Integrate Tools.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

AWS Machine Learning

APRIL 12, 2023

The documents being used in this example are a subset of AWS public documents. When an Amazon Kendra index receives a query API call with a user access token, it validates the token using a shared secret key (stored securely in AWS Secrets Manager ) and gets parameters such as username and groups in the payload. Choose Apply token.

Enterprise 93

Enterprise APIs Engineering Management 93

pindrop

JULY 6, 2021

An example would be “Which of these addresses have you been associated with in the past?” Static knowledge-based authentication is the use of questions with presumably unique answers that should be specific to you – for example, “What is your favorite food?” Keep things simple with API integration whenever possible.

Contact Center 70

Contact Center Average Handle Time APIs Best practices 70