AWS Machine Learning

APRIL 10, 2025

Although RAG excels at real-time grounding in external data and fine-tuning specializes in static, structured, and personalized workflows, choosing between them often depends on nuanced factors. We first provided a detailed walkthrough on how to fine-tune, host, and conduct inference with customized Amazon Nova through the Amazon Bedrock API.

APIs 123

APIs Metrics Best practices Construction 123

AWS Machine Learning

MARCH 7, 2024

The Streamlit web application calls an Amazon API Gateway REST API endpoint integrated with the Amazon Rekognition DetectLabels API , which detects labels for each image. Constructs a request payload for the Amazon Bedrock InvokeModel API. Invokes the Amazon Bedrock InvokeModel API action.

APIs 142

APIs Entertainment Construction Advertising 142

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 129

Government APIs Enterprise Best practices 129

AWS Machine Learning

FEBRUARY 25, 2025

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.

APIs 66

APIs Accountability Engineering Construction 66

AWS Machine Learning

MAY 15, 2024

Students can take personalized quizzes and get immediate feedback on their performance. 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). The JSON file is returned to API Gateway.

Education 141

Education APIs Engineering Banking 141

AWS Machine Learning

MARCH 1, 2024

Personalized search – Web-scale search over heterogeneous content benefits from a hybrid approach. Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results.

APIs 138

APIs Finance Chatbots Enterprise 138

AWS Machine Learning

NOVEMBER 6, 2023

You can use the adapter for inference by passing the adapter identifier as an additional parameter to the Analyze Document Queries API request. personal or cashier’s checks), financial institution and country (e.g., Adapters can be created via the console or programmatically via the API. MICR line format).

APIs 130

APIs Best practices Banking Accountability 130

AWS Machine Learning

MAY 1, 2024

For interacting with AWS services, the AWS Amplify JS library for React simplifies the authentication, security, and API requests. The backend uses several serverless and event-driven AWS services, including AWS Step Functions for low-code workflows, AWS AppSync for a GraphQL API, and Amazon Translate. 1 – Translating a document.

APIs 132

APIs Construction Best practices Technology 132

AWS Machine Learning

NOVEMBER 3, 2022

Amazon Comprehend can detect entities such as person, location, date, quantity, and more. It can also detect the dominant language, personally identifiable information (PII) information, and classify documents into their relevant class. The following is sample document of a CMS-1500 claim form. Extract data from ID documents.

APIs 101

APIs Construction Analytics Technology 101

AWS Machine Learning

SEPTEMBER 4, 2024

The solution should seamlessly integrate with your existing product catalog API and dynamically adapt the conversation flow based on the user’s responses, reducing the need for extensive coding. The agent queries the product information stored in an Amazon DynamoDB table, using an API implemented as an AWS Lambda function.

Chatbots 93

Chatbots APIs Construction Best practices 93

AWS Machine Learning

OCTOBER 3, 2024

When experimentation is complete, the resulting seed code is pushed to an AWS CodeCommit repository, initiating the CI/CD pipeline for the construction of a SageMaker pipeline. The final decision, along with the generated data, is consolidated and transmitted back to the claims management system as a REST API response.

APIs 95

APIs Construction Engineering Accountability 95

AWS Machine Learning

APRIL 8, 2024

Using metadata filters on work groups, business units, or project IDs, you can personalize the chat experience and improve collaboration. Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents.

APIs 133

APIs Construction Chatbots Accountability 133

AWS Machine Learning

AUGUST 22, 2024

The information is used to determine which content can be used to construct chat responses for a given user, according the end-user’s document access permissions. On the API tokens page, choose Create API token. You can’t retrieve the API token after you close the dialog box. Choose Create. Figure 15: Adding OAuth 2.0

APIs 116

APIs Enterprise Accountability Management 116

AWS Machine Learning

JUNE 5, 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. LLM gateway abstraction layer Amazon Bedrock provides a single API to invoke a variety of FMs.

Engineering 127

Engineering APIs Construction Accountability 127

AWS Machine Learning

APRIL 17, 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.

APIs 136

APIs Construction Management Analytics 136

AWS Machine Learning

AUGUST 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, Mistral AI, 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.

APIs 126

APIs Banking Engineering Construction 126

AWS Machine Learning

OCTOBER 2, 2023

With this format, we can easily query the feature store and work with familiar tools like Pandas to construct a dataset to be used for training later. For this we use AWS Step Functions , a serverless workflow service that provides us with API integrations to quickly orchestrate and visualize the steps in our workflow.

Scripts 124

Scripts Construction Engineering APIs 124

AWS Machine Learning

AUGUST 15, 2024

After authentication, Amazon API Gateway and Amazon S3 deliver the contents of the Content Designer UI. The admin configures questions and answers in the Content Designer and the UI sends requests to API Gateway to save the questions and answers. input – A placeholder for the current user utterance or question.

Chatbots 129

Chatbots Banking APIs Enterprise 129

AWS Machine Learning

JUNE 3, 2024

We walk you through constructing a scalable, serverless, end-to-end semantic search pipeline for surveillance footage with Amazon Kinesis Video Streams , Amazon Titan Multimodal Embeddings on Amazon Bedrock , and Amazon OpenSearch Service. For example, we ask “Show me a person with a golden ring.” Choose Search in the navigation pane.

APIs 119

APIs Accountability Entertainment Construction 119

AWS Machine Learning

AUGUST 28, 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. If the intent doesn’t have a match, the email goes to the support team for a manual response.

Customer Experience 89

Customer Experience APIs Accountability Construction 89

AWS Machine Learning

AUGUST 21, 2024

The LMA for healthcare helps healthcare professionals to provide personalized recommendations, enhancing the quality of care. AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers.

Healthcare 120

Healthcare Consulting Consulting APIs 120

AWS Machine Learning

APRIL 3, 2023

You can access Amazon Comprehend document analysis capabilities using the Amazon Comprehend console or using the Amazon Comprehend APIs. Further personalize your experience with the adjustable warm light, font sizes, line spacing, and more. The CMMH building will be the second building constructed by the UP in the UST.

Engineering 100

Engineering APIs Construction Finance 100

AWS Machine Learning

SEPTEMBER 1, 2023

Note that multiple personas can be covered by the same person depending on the scaling and MLOps maturity of the business. Example use cases are clothing design generation or imaginary personalized images. If an organization has no AI/ML experts in their team, then an API service might be better suited for them.

Engineering 129

Engineering Accountability Construction APIs 129

AWS Machine Learning

JUNE 6, 2024

Solution overview We’ve prepared a notebook that constructs and runs a RAG question answering system using Jina Embeddings and the Mixtral 8x7B LLM in SageMaker JumpStart. Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space.

Benchmark 121

Benchmark Enterprise Construction APIs 121

AWS Machine Learning

AUGUST 8, 2024

Today’s leading companies trust Twilio’s Customer Engagement Platform (CEP) to build direct, personalized relationships with their customers everywhere in the world. Across 180 countries, millions of developers and hundreds of thousands of businesses use Twilio to create personalized experiences for their customers.

Engineering 128

Engineering Accountability Feedback Construction 128

AWS Machine Learning

AUGUST 14, 2024

Generative artificial intelligence (AI) provides the ability to take relevant information from a data source such as ServiceNow and provide well-constructed answers back to the user. Amazon Q understands and respects your existing identities, roles, and permissions and uses this information to personalize its interactions. Choose New.

APIs 121

APIs Enterprise Engineering Accountability 121

AWS Machine Learning

AUGUST 11, 2023

The framework works by posing the sequence to be classified as an NLI premise and constructs a hypothesis from each candidate label. For example, if we want to evaluate whether a sequence belongs to the class politics , we could construct a hypothesis of “This text is about politics.” We specify the script_scope as inference.

Scripts 96

Scripts Finance Construction APIs 96

Cincom

MARCH 20, 2025

One morning, he received an urgent request from a large construction firm that needed a specialized generator setup for a multi-site project. 3- Enhancing Customer Satisfaction with Personalized, Error-Free Quotes B2B buyers expect accuracy, transparency, and speed. More deals closed in less time.

B2B 40

B2B Sales CRM Finance 40

AWS Machine Learning

DECEMBER 14, 2023

Amazon Comprehend is a natural-language processing (NLP) service that provides pre-trained and custom APIs to derive insights from textual data. Amazon Comprehend customers can train custom named entity recognition (NER) models to extract entities of interest, such as location, person name, and date, that are unique to their business.

Banking 120

Banking Construction APIs outsourcing 120

Nicereply

JUNE 24, 2019

For example, maybe you notice that one of your team members totally rocks it out when they are handed more technical questions about your API, or maybe they have worked hard to build a relationship with your product or engineering teams. How to talk to a customer support person after a rough interaction. that do feel recognized.

Customer Support 81

Customer Support Construction APIs Engineering 81

OctopusTech

AUGUST 18, 2023

Every undertaking, whether constructing a developing app or website, requires thorough planning. Developers may construct efficient web designs using front-end coding and front-end languages. The users will forge a closer connection with your business thanks to the unique personality that such creative freedom affords your website.

Construction 62

Construction Engineering APIs Enterprise 62

AWS Machine Learning

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

Telecommunications 137

Telecommunications Transportation Healthcare Accountability 137

AWS Machine Learning

SEPTEMBER 25, 2024

The challenges come from three key factors: the need for rapid content production, the desire for personalized content that is both captivating and visually appealing and reflects the unique interests of the consumer, and the necessity for content that is consistent with a brand’s identity, messaging, aesthetics, and tone.

Construction 93

Construction APIs Advertising Accountability 93

AWS Machine Learning

MAY 4, 2023

You can use ml.inf2 and ml.trn1 instances to run your ML applications on SageMaker for text summarization, code generation, video and image generation, speech recognition, personalization, fraud detection, and more. This file acts as an intermediary between the DJLServing APIs and the transformers-neuronx APIs.

APIs 100

APIs Scripts Engineering Chatbots 100

AWS Machine Learning

AUGUST 11, 2022

This AWS IoT Core custom endpoint URL is personal to your AWS account and Region. In the following sections, we take a deeper look at the constructs within Lookout for Metrics, and how easy it is to configure these concepts using the Lookout for Metrics console. It also provides the capability to query the anomalies via APIs.

Metrics 93

Metrics APIs Scripts Wireless 93

JustCall

AUGUST 12, 2022

With CPaaS, organizations can partake in specialized strategies in their business communication systems such as adding video, upgrading voice, or utilizing APIs that permit customization. CPaaS helps organizations to make and construct their very own communication arrangement by adapting their existing devices. Meaning of CCaaS.

APIs 52

APIs Contact center software Contact Center Call Center 52

AWS Machine Learning

AUGUST 12, 2024

This will allow them to intervene early, personalize the delivery of care, and make the most efficient use of existing resources, such as hospital bed capacity and nursing staff. The SPL query requested through this REST API call is scoped to only retrieve the data of interest. Lambda supports container images.

Engineering 124

Engineering APIs Healthcare Analytics 124