AWS Machine Learning

OCTOBER 31, 2024

Many businesses want to integrate these cutting-edge AI capabilities with their existing collaboration tools, such as Google Chat, to enhance productivity and decision-making processes. The custom Google Chat app, configured for HTTP integration, sends an HTTP request to an API Gateway endpoint.

APIs 121

APIs Scripts Accountability Construction 121

AWS Machine Learning

DECEMBER 14, 2023

It provides access to the most comprehensive set of tools for each step of ML development, from preparing data to building, training, deploying, and managing ML models. After you stop the Space, you can modify its settings using either the UI or API via the updated SageMaker Studio interface and then restart the Space.

APIs 123

APIs Engineering Management Scripts 123

AWS Machine Learning

NOVEMBER 7, 2024

In this post, we explore the key capabilities of Amazon Bedrock Prompt Management and show examples of how to use these tools to help optimize prompt performance and outputs for your specific use cases. Document content: {{document_content}} Configure tools in the Tools setting section for function calling. Choose Create prompt.

Management 139

Management APIs Engineering Enterprise 139

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 112

Enterprise APIs Government Accountability 112

AWS Machine Learning

JULY 3, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. The deployment will output the API Gateway endpoint URL and an API key.

Personalization 138

Personalization APIs Management Accountability 138

AWS Machine Learning

OCTOBER 30, 2023

Amazon Bedrock is a fully managed service provided by AWS that offers developers access to foundation models (FMs) and the tools to customize them for specific applications. It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure.

APIs 141

APIs Big data Accountability Enterprise 141

AWS Machine Learning

SEPTEMBER 18, 2024

Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. In the media and entertainment sector, filmmakers, artists, and content creators can use this as a tool for developing creative assets and ideating with images. This API will be used to invoke the Lambda function.

APIs 127

APIs Best practices Entertainment Advertising 127

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway.

Education 142

Education APIs Engineering Banking 142

AWS Machine Learning

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Test the flow Youre now ready to test the flow through the Amazon Bedrock console or API.

APIs 129

APIs Transportation Best practices Enterprise 129

AWS Machine Learning

OCTOBER 21, 2024

Users rely on specialized tools for editing images. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. Building a custom solution for this task can be complex.

APIs 94

APIs Enterprise Accountability Management 94

CCNG

JUNE 7, 2023

A recent search about how Chat GPT can and will assist in customer service, contact center and customer experience shows many ways ChatGPT can be a potentially valuable tool including: Answering Frequently Asked Questions (FAQs) : Chat GPT can handle repetitive and commonly asked questions by providing instant and accurate responses.

Contact Center 195

Contact Center CCNG APIs Scripts 195

AWS Machine Learning

MARCH 27, 2024

This situation might necessitate a shift in organizational culture to focus on collective achievements and emphasize that automation tools enhance the developer experience. Mean time to restore (MTTR) is often the simplest KPI to track—most organizations use tools like BMC Helix ITSM or others that record events and issue tracking.

Enterprise 119

Enterprise APIs Metrics Engineering 119

AWS Machine Learning

OCTOBER 29, 2024

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. For integration between services, we use API Gateway as an event trigger for our Lambda function, and DynamoDB as a highly scalable database to store our customer details.

Engineering 110

Engineering APIs Sales Enterprise 110

AWS Machine Learning

AUGUST 26, 2024

However, for individuals who rely on visual communication methods like American Sign Language (ASL), traditional communication tools often fall short. The GenASL web app invokes the backend services by sending the S3 object key in the payload to an API hosted on Amazon API Gateway. That’s where GenASL comes in.

APIs 119

APIs Calibration Best practices Metrics 119

AWS Machine Learning

JULY 30, 2024

Additionally, Q Business conversation APIs employ a layer of privacy protection by leveraging trusted identity propagation enabled by IAM Identity Center. Amazon Q Business comes with rich API support to perform administrative tasks or to build an AI-assistant with customized user experience for your enterprise.

APIs 131

APIs Enterprise Accountability Management 131

AWS Machine Learning

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. 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.

APIs 139

APIs Scripts Enterprise Management 139

AWS Machine Learning

MARCH 15, 2023

Tens of thousands of AWS customers use AWS machine learning (ML) services to accelerate their ML development with fully managed infrastructure and tools. The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK.

Scripts 144

Scripts APIs Engineering Construction 144

TechSee

JUNE 29, 2023

AI is rapidly becoming a critical tool in customer service. Training an LLM to See and Guide Today’s highest-performing service teams use visual tools to see what the customer sees and visually guide the customer to resolution. Getting there will require a broader perspective on service.

Chatbots 202

Chatbots Customer Service Wait times APIs 202

AWS Machine Learning

MAY 7, 2024

Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. FFmpeg is a free and open-source software project in the form of a command line tool designed for processing video, audio, and other multimedia files and streams. The following diagram illustrates the solution architecture.

APIs 135

APIs Advertising Entertainment Metrics 135

AWS Machine Learning

APRIL 24, 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 using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

APIs 136

APIs Engineering Metrics Management 136

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 127

Real estate APIs Metrics Construction 127

AWS Machine Learning

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. Alternatively, you can use the CreateFlow API for a programmatic creation of flows that help you automate processes and development pipelines.

Management 131

Management APIs Chatbots Best practices 131

AWS Machine Learning

MAY 21, 2024

These include new tools for newsroom journalists, ways to increase audience engagement, and a new way to ensure advertisers can confidently assess the brand safety of our content. Because this process follows a repeatable pattern, we decided to build an AI-based tool to simplify the republishing process and reduce the time spent on it.

Advertising 138

Advertising APIs Engineering industry standards 138

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 127

Government APIs Enterprise Best practices 127

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 129

Healthcare APIs Consulting Consulting 129

AWS Machine Learning

MAY 1, 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 through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 129

Chatbots APIs Engineering Automotive 129

AWS Machine Learning

JUNE 26, 2024

Financial analysts and research analysts in capital markets distill business insights from financial and non-financial data, such as public filings, earnings call recordings, market research publications, and economic reports, using a variety of tools for data mining. The following diagram illustrates the technical architecture.

APIs 134

APIs Engineering Marketing Enterprise 134

AWS Machine Learning

NOVEMBER 13, 2023

You receive results through an API and pay only for what you use, with no minimum fees or upfront commitments. Solution overview The real-time personalized recommendations solution is implemented using Amazon Personalize , Amazon Simple Storage Service (Amazon S3) , Amazon Kinesis Data Streams , AWS Lambda , and Amazon API Gateway.

Personalization 120

Personalization APIs Accountability Engineering 120

AWS Machine Learning

SEPTEMBER 25, 2023

In the architecture shown in the following diagram, users input text in the React -based web app, which triggers Amazon API Gateway , which in turn invokes an AWS Lambda function depending on the bias in the user text. Additionally, it highlights the specific parts of your input text related to each category of bias.

APIs 120

APIs Automotive Education Engineering 120

AWS Machine Learning

NOVEMBER 9, 2023

This benefits enterprise software development and helps overcome the following challenges: Sparse documentation or information for internal libraries and APIs that forces developers to spend time examining previously written code to replicate usage. Inadvertent use of deprecated code and APIs by developers.

APIs 118

APIs Enterprise Metrics Engineering 118

AWS Machine Learning

DECEMBER 18, 2024

This involves creating an OAuth API endpoint in ServiceNow and using the web experience URL from Amazon Q Business as the callback URL. The final step of the solution involves enhancing the application environment with a custom plugin for ServiceNow using APIs defined in an OpenAPI schema.

APIs 97

APIs Enterprise Accountability Government 97

AWS Machine Learning

SEPTEMBER 25, 2024

Built on AWS technologies like AWS Lambda , Amazon API Gateway , and Amazon DynamoDB , this tool automates the creation of customizable templates and supports both text and image inputs. This sends the API request to Amazon Bedrock, which is hosting the Anthropic’s Claude 3 Sonnet language model.

APIs 94

APIs Wireless Accountability Technology 94

AWS Machine Learning

JANUARY 28, 2025

Evaluations are also a fundamental tool during application development to validate the quality of prompt templates. It functions as a standalone HTTP server that provides various REST API endpoints for monitoring, recording, and visualizing experiment runs. This allows you to keep track of your ML experiments.

Management 113

Management APIs Engineering Metrics 113

AWS Machine Learning

MAY 15, 2024

After the chosen model is ready to be moved into production, the model is deployed (step vi) using the team’s own in-house Model Lifecycle Manager tool. Under the hood, this tool uses artifacts generated by SageMaker (step vii) which is then deployed into the production AWS account (step viii), using SageMaker SDKs.

Advertising 130

Advertising APIs Engineering Benchmark 130

AWS Machine Learning

JULY 29, 2024

However, extracting valuable insights from the vast amount of data stored in Jira often requires manual efforts and building specialized tooling. You can authenticate Amazon Q Business to Jira using basic authentication with a Jira ID and Jira API token. For Jira ID , enter the user name for the API token. Choose Save.

Customer Support 123

Customer Support APIs Management Enterprise 123

AWS Machine Learning

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

APIs 130

APIs Scripts Accountability Entertainment 130

AWS Machine Learning

NOVEMBER 1, 2023

Organizations can search for PII using methods such as keyword searches, pattern matching, data loss prevention tools, machine learning (ML), metadata analysis, data classification software, optical character recognition (OCR), document fingerprinting, and encryption.

APIs 119

APIs Government Engineering Telecommunications 119