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.” For instance, FOX Sports experienced a 400% increase in viewership content starts post-event when applied.

Personalization 100

Personalization Customer Experience APIs Entertainment 100

Kunnect

APRIL 28, 2015

We’re excited to announce that we’ve completed an integration using the Salesforce.com application programming interface (API). Customer service employees can create new tasks, events and contacts all in one system. Now, we can push data to and from Salesforce for potential clients who use Salesforce for their CRM system.

APIs 48

APIs call center software CRM Call Center 48

VirtualPBX

NOVEMBER 5, 2020

The process is straightforward in that you choose a trigger event (like SMS) and a server that will receive data when the trigger is activated (a URL you specify). Using The VirtualPBX API to Assist. You can also manage your hooks outside of the VirtualPBX web interface by taking advantage of our API. That’s completely allowed.

Marketing 98

Marketing APIs voip Scripts 98

AWS Machine Learning

MAY 17, 2023

The solution takes an event-driven approach to transcribe and summarize upon S3 upload events. The events trigger Lambda functions to make API calls to Amazon Transcribe and invoke the real-time endpoint hosting the Flan T5 XL model. Once created, the endpoint can be invoked with the InvokeEndpoint API.

APIs 69

APIs Scripts Engineering Management 69

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 88

APIs Scripts Engineering Best practices 88

AWS Machine Learning

MARCH 21, 2023

Instead of hardcoding the custom function into your custom transform step, you pull a script containing the function from CodeCommit, load it, and call the loaded function in your custom transform step. We use the get_file API function to pull files from the CodeCommit repository into the Data Wrangler environment. Choose Preview.

Scripts 61

Scripts Banking APIs Best practices 61

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. Solution overview.

Scripts 78

Scripts Engineering APIs Consulting 78

AWS Machine Learning

AUGUST 3, 2023

In the current scenario, you need to dedicate resources to accomplish such tasks using human review and complex scripts. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can find the model that best suits your requirements.

APIs 73

APIs Banking Enterprise Construction 73

Nexmo

MAY 1, 2020

A Vonage APIs (formerly Nexmo) account. Express web service, using the Vonage Voice API to answer the call and return a Nexmo Call Control Object (NCCO) telling the API to use text-to-speech to speak a phrase and then wait for user input via the phone keypad. Vonage APIs Setup. An ngrok account. A Heroku account.

APIs 77

APIs Interactive Voice Response Accountability Scripts 77

AWS Machine Learning

FEBRUARY 13, 2023

This post shows how companies can use infrastructure as code (IaC) with the AWS Cloud Development Kit (AWS CDK) to accelerate the creation and replication of highly transferable infrastructure and easily compete for AWS DeepRacer events at scale. Choose Open Jupyter to start running the Python script for performing the log analysis.

Scripts 72

Scripts Best practices Transportation Construction 72

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 95

Scripts Best practices Engineering Accountability 95

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. split(",")[-1] body_bytes = base64.b64decode(body_bytes)

APIs 62

APIs Scripts Engineering Technical Support 62

Nexmo

FEBRUARY 27, 2020

Copy these values to.env as follows: NEXMO_API_KEY="YOUR API KEY HERE" NEXMO_API_SECRET="YOUR API SECRET HERE". We must create an application that uses the Voice API and Messages API. To send messages using the Messages API, we need our API Key and API Secret. env ), so we simply get them ??

APIs 71

APIs Accountability Engineering Scripts 71

AWS Machine Learning

FEBRUARY 13, 2024

Audit trail for compliance – Administrators can monitor feature usage by all accounts centrally using CloudTrail event logs. The source account can monitor access to shared features by all accounts using CloudTrail event logs. This provides an audit trail required for governance and compliance.

Accountability 102

Accountability Government Engineering Scripts 102

VirtualPBX

NOVEMBER 10, 2020

It’s an event tracker you can customize through existing Airtable templates and by crafting your own functions. 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. This is pure JavaScript,” Baker said.

APIs 75

APIs Accountability Scripts Marketing 75

AWS Machine Learning

AUGUST 11, 2022

GNN models can combine both graph structure and attributes of nodes or edges, such as users or transactions, to learn meaningful representations to distinguish malicious users and events from legitimate ones. Additionally, it’s challenging to construct a streaming data pipeline that can feed incoming events to a GNN real-time serving API.

Construction 82

Construction APIs Accountability Scripts 82

Nexmo

FEBRUARY 14, 2020

In this tutorial, we’ll use a Nexmo Voice number to create a callback script that interacts with a caller to prompt for a voice message. Though the built-in web server should not be used in a production environment, it is fine for sample scripts like this. Using a terminal, navigate to the project directory.

Scripts 120

Scripts Accountability APIs Management 120

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. Nexmo applications also have an /event endpoint. Your socket connection and a listener looking for voicemail events.

Scripts 76

Scripts APIs Answering services Personalization 76

AWS Machine Learning

SEPTEMBER 28, 2022

You can configure pipelines to run automatically at regular intervals or when certain events are triggered, or you can run them manually as needed. As we see in the preceding code, ProcessingStep needs to do basically the same preprocessing logic as.run , just without initiating the API call to start the job. and xlrd >=1.0.0

Scripts 69

Scripts Engineering APIs Management 69

AWS Machine Learning

JULY 29, 2022

The processing job queries the data via Athena and uses a script to split the data into training, testing, and validation datasets. Although the SageMaker Training API doesn’t include a parameter to configure an Athena data source, you can query data via Athena in the training script itself.

Scripts 70

Scripts Analytics Accountability Engineering 70

AWS Machine Learning

JUNE 10, 2022

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. For additional information about how to access AWS services from a browser script, refer to Getting Started in a Browser Script.

Scripts 74

Scripts APIs Accountability Engineering 74

Call Experts

AUGUST 12, 2021

In addition, with Call Experts’ newest features and capabilities, we can integrate and work directly via an API connection. . From your feed to sales efforts, you must enable real-time response to critical events such as a customer request or order support. Then, after building your script, we can start the integration.

Contact Center 52

Contact Center APIs CRM Scripts 52

AWS Machine Learning

FEBRUARY 1, 2023

Amazon Rekognition has two sets of APIs that help you moderate images or videos to keep digital communities safe and engaged. Some customers have asked if they could use this approach to moderate videos by sampling image frames and sending them to the Amazon Rekognition image moderation API.

APIs 65

APIs Scripts Metrics Surveys 65

CSM Magazine

DECEMBER 12, 2019

Variability in call arrival patterns in most cases can be attributed to these events. Cloud-based APIs. Having inflexible channels driven by legacy systems and tools with scripting and code that must be locked down months in advance is a recipe for the same mediocre results – and a loss of customer loyalty.

Interactive Voice Response 52

Interactive Voice Response Customer Experience APIs Average Handle Time 52

NobelBiz

FEBRUARY 15, 2023

Key Points CCaaS is paramount to successfully add a new communication channel You must consider the tone, scripts and pace of new channels Your Call Center must track the right KPIs for every new channel How to add a new communication channel in a call center? Integration with your current software (CRM, API etc.)

Call Center 52

Call Center Scripts Average Handle Time Customer effort 52

AWS Machine Learning

JANUARY 26, 2024

Plan for rollback and recovery from production security events and service disruptions such as prompt injection, training data poisoning, model denial of service, and model theft early on, and define the mitigations you will use as you define application requirements.

Best practices 120

Best practices Government Engineering Accountability 120

AWS Machine Learning

JANUARY 8, 2024

The first allows you to run a Python script from any server or instance including a Jupyter notebook; this is the quickest way to get started. In the following sections, we first describe the script solution, followed by the AWS CDK construct solution. The following diagram illustrates the sequence of events within the script.

Scripts 86

Scripts Construction APIs Healthcare 86

AWS Machine Learning

SEPTEMBER 9, 2022

When the message is received by the SQS queue, it triggers the AWS Lambda function to make an API call to the Amp catalog service. Lambda enabled the team to create lightweight functions to run API calls and perform data transformations. The ETL and ELT jobs were required to run on either a set schedule or event-driven workflow.

Analytics 68

Analytics Engineering APIs Metrics 68

JustCall

FEBRUARY 28, 2024

Embrace change with customizable workflows and open APIs for future integrations. Dynamic scripts and video calling: Offers customizable scripts for smoother conversations and the ability to conduct video calls. Also text based marketing to remind clients of events or specials coming up.

Real estate 52

Real estate CRM Sales Analytics 52

AWS Machine Learning

AUGUST 14, 2023

You can serialize pipelines to YAML files , expose them via a REST API , and scale them flexibly with your workloads, making it easy to move your application from a prototype stage to production. script to preprocess and index the provided demo data. script to fit your needs if you chose to use your own data.

Enterprise 68

Enterprise Scripts Best practices Analytics 68

Kunnect

MAY 5, 2015

Customer service employees can create new tasks, events and contacts all in one system, which improves efficiency. Like Salesforce.com, the integration is made possible through Zoho’s application programming interface (API). Simple Zoho updates – Zoho can be updated without leaving the Kunnect interface.

CRM 48

CRM call center software APIs Call Center 48

JivoChat

MAY 18, 2021

Event-based triggers: Proactively engage visitors using a range of different triggers such as time on page, web page URL, visitor location and more. CRM Integrations, API, and Webhooks: Position a live chat widget where you want with the Webhooks API, change the widget’s behavior with JS API, and integrate your CRM with Webhooks.

APIs 52

APIs CRM Chatbots Analytics 52

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 93

APIs Scripts Entertainment Personalization 93

AWS Machine Learning

APRIL 23, 2024

You can run the script by choosing Run in Code Editor or using the CLI in a JupyterLab terminal. The only way to access and interact with Docker images is via the exposed Docker API operations. LCCs are scripts that SageMaker runs during events like space creation. You will be able to see how the model is trained locally.

Scripts 94

Scripts APIs Engineering Feedback 94

AWS Machine Learning

JULY 8, 2022

Other useful resources, such as a Git repository for code version control, model group that contains model versions, code change trigger for the model build pipeline, and event-based trigger for the model deployment pipeline. This prepares us to be MLOps ready when the ML project goes to production. The dependencies.

Best practices 78

Best practices Scripts Construction Management 78

AWS Machine Learning

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

APIs 102

APIs Enterprise Scripts Accountability 102

OctopusTech

AUGUST 18, 2023

Educate yourself on variables, data types, functions, loops, and events. Back-end developers work with libraries, data architecture, APIs, code that interacts with databases, and more because they are interested in how a website operates. To further manipulate web page elements, familiarity with the DOM is also required.

Construction 62

Construction Engineering APIs Enterprise 62