AWS Machine Learning

NOVEMBER 14, 2024

Reactive governance is for finding resources that lack proper tags using tools such as the AWS Resource Groups tagging API, AWS Config rules, and custom scripts. AWS Resource Groups tagging API – The AWS Resource Groups Tagging API lets you tag or untag resources. You should take action when resources lack necessary tags.

Government 92

Government Best practices Accountability APIs 92

Cincom

MAY 8, 2024

The key stages include: Initial Research: Early messaging should focus on educating prospects with thought leadership content detailing industry trends and best practices. Adoption: Share tips, how-to content, and community forums to aid customers in skill-building and integration post-purchase. This builds awareness and trust.

Best practices 52

Best practices Metrics Education CRM 52

AWS Machine Learning

MARCH 14, 2024

With the rapid advancement of FMs, it’s an exciting time to harness their power, but also crucial to understand how to properly use them to achieve business outcomes. Frameworks like LangChain and certain FMs such as Claude models provide function-calling capabilities to interact with APIs and tools.

Best practices 123

Best practices Engineering Chatbots Enterprise 123

AWS Machine Learning

MARCH 6, 2023

In this post, we dive into tips and best practices for successful LLM training on Amazon SageMaker Training. The post covers all the phases of an LLM training workload and describes associated infrastructure features and best practices. Some of the best practices in this post refer specifically to ml.p4d.24xlarge

Best practices 92

Best practices APIs Transportation Scripts 92

AWS Machine Learning

JANUARY 10, 2023

This post describes the best practices for load testing a SageMaker endpoint to find the right configuration for the number of instances and size. This post assumes you are familiar with how to deploy a model. This can help us understand the minimum provisioned instance requirements to meet our latency and TPS requirements.

Best practices 82

Best practices Scripts APIs Metrics 82

AWS Machine Learning

JULY 7, 2022

You liked the overall experience and now want to deploy the bot in your production environment, but aren’t sure about best practices for Amazon Lex. In this post, we review the best practices for developing and deploying Amazon Lex bots, enabling you to streamline the end-to-end bot lifecycle and optimize your operations.

Best practices 83

Best practices Metrics APIs Accountability 83

AWS Machine Learning

JUNE 30, 2022

In part 1 of this series, we demonstrated how to resolve an Amazon SageMaker Studio presigned URL from a corporate network using Amazon private VPC endpoints without traversing the internet. The user invokes createStudioPresignedUrl API on API Gateway along with a token in the header. Deploy the solution. Deploy the solution.

APIs 89

APIs Enterprise Big data Accountability 89

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 107

Enterprise APIs Government Accountability 107

AWS Machine Learning

APRIL 9, 2024

In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts with a knowledge base prompt template. Adjust the prompt template to customize how you want to use the retrieved results and generate content.

APIs 132

APIs Engineering Healthcare Education 132

aircall

MARCH 17, 2021

When you use best practices in sales planning, everyone involved benefits — marketing teams, sales managers, sales teams, and your customers. Best practices for sales planning begins with an overall comprehensive plan that serves as your roadmap for sales call planning. How to Identify Gaps in Your Sales Strategy Plan.

Best practices 62

Best practices Sales Contact center software Contact Center 62

TechSee

APRIL 22, 2024

In this post, we explore how to remove barriers to adoption, significantly amplifying the effectiveness of your CX strategies. Furthermore, TechSee’s technology can be integrated anywhere through APIs or SDKs. However, the true potential of investing in CX innovation often remains untapped due to barriers that hinder adoption.

APIs 109

APIs Scripts Best practices Technology 109

TechSee

APRIL 22, 2024

In this post, we explore how to remove barriers to adoption, significantly amplifying the effectiveness of your CX strategies. Furthermore, TechSee’s technology can be integrated anywhere through APIs or SDKs. However, the true potential of investing in CX innovation often remains untapped due to barriers that hinder adoption.

APIs 109

APIs Scripts Best practices Technology 109

AWS Machine Learning

SEPTEMBER 18, 2024

Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. The user chooses Call API to invoke API Gateway to begin processing on the backend. The API invokes a Lambda function, which uses the Amazon Bedrock API to invoke the Stability AI SDXL 1.0

APIs 125

APIs Best practices Entertainment Advertising 125

AWS Machine Learning

NOVEMBER 6, 2024

Enter Amazon Bedrock , a fully managed service that provides developers with seamless access to cutting-edge FMs through simple APIs. In this post, we explore how to integrate Amazon Bedrock FMs into your code base, enabling you to build powerful AI-driven applications with ease. We walk through a Python example in this post.

APIs 109

APIs Accountability Best practices Engineering 109

AWS Machine Learning

NOVEMBER 19, 2024

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. The APIs make sure actions taken are appropriate and accurate according to the processed instructions.

APIs 86

APIs Management Engineering Enterprise 86

AWS Machine Learning

AUGUST 26, 2024

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. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

APIs 116

APIs Calibration Best practices Healthcare 116

AWS Machine Learning

OCTOBER 2, 2024

In this post, we discuss how to address these challenges holistically. Because this is an emerging area, best practices, practical guidance, and design patterns are difficult to find in an easily consumable basis. To learn more, see Log Amazon Bedrock API calls using AWS CloudTrail.

Government 115

Government APIs Enterprise Best practices 115

AWS Machine Learning

OCTOBER 24, 2024

These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs. The following are sample user queries: How can I design secure VPCs? What are some S3 best practices?

APIs 90

APIs Best practices Construction Engineering 90

AWS Machine Learning

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

SaaS 138

SaaS APIs Government Accountability 138

AWS Machine Learning

NOVEMBER 15, 2024

In this post, we introduce the core dimensions of responsible AI and explore considerations and strategies on how to address these dimensions for Amazon Bedrock applications. This tool not only supports responsible AI practices, but also fosters trust and reliability in the use of AI-generated content.

APIs 85

APIs Government Best practices Metrics 85

aircall

MAY 24, 2021

Setting up the right digital transformation framework makes a huge difference in how well your call center runs. By following best practices for your digital transformation framework, you also get the benefit of flexibility so you can add and subtract digital tools as your company’s needs change. Improves training and retention.

Best practices 62

Best practices Call Center Analytics Technology 62

JustCall

JANUARY 23, 2024

What is the WhatsApp Business API for teams? WhatsApp Business Platform is a cloud-based API that is specially released by Meta to allow users to integrate WhatsApp into their operational workflows. This is an option in WhatsApp Business API only, as the WhatsApp Business App doesn’t support multiple users. And you are all set.

APIs 52

APIs Accountability CRM Interactive Voice Response 52

AWS Machine Learning

AUGUST 27, 2024

Moreover, this capability prioritizes the connected Amazon Bedrock API source/primary region when possible, helping to minimize latency and improve responsiveness. Compatibility with existing Amazon Bedrock API No additional routing or data transfer cost and you pay the same price per token for models as in your source/primary region.

APIs 140

APIs Engineering Best practices Management 140

AWS Machine Learning

OCTOBER 30, 2023

It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. You can choose from various FMs from Amazon and leading AI startups such as AI21 Labs, Anthropic, Cohere, and Stability AI to find the model that’s best suited for your use case.

APIs 137

APIs Big data Accountability Enterprise 137

AWS Machine Learning

OCTOBER 14, 2024

In this post, we show how to create a multimodal chat assistant on Amazon Web Services (AWS) using Amazon Bedrock models, where users can submit images and questions, and text responses will be sourced from a closed set of proprietary documents. Step 3 – The Lambda function stores the query image in Amazon S3 with a specified ID.

Chatbots 120

Chatbots APIs Engineering Healthcare 120

AWS Machine Learning

NOVEMBER 11, 2024

In this post, we show how to connect your Microsoft Teams with Amazon Q using the Amazon Q Business Microsoft Teams connector. The document is a unit of data, and how to count a document varies by connector. Add necessary permissions: In the API Permissions section of your application page, choose Add a Permission.

APIs 99

APIs Accountability Automotive Enterprise 99

JustCall

JANUARY 23, 2024

If you are wondering how to use WhatsApp for customer service, then you are in the right place. Leveraging WhatsApp Business API for Scale The WhatsApp Business API is a game-changer for expanding businesses. This API allows for integration with customer relationship management (CRM) systems.

Customer Service 52

Customer Service APIs Customer Support Metrics 52

AWS Machine Learning

SEPTEMBER 12, 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 unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 124

Healthcare APIs Accountability Enterprise 124

AWS Machine Learning

NOVEMBER 17, 2023

ReAct Prompting FMs determine how to solve user-requested tasks with a technique called ReAct. The thought is a reasoning step that helps demonstrate to the FM how to tackle the problem and identify an action to take. The action is an API that the model can invoke from an allowed set of APIs.

APIs 105

APIs Customer Service Construction Analytics 105

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 123

APIs Education Transportation Accountability 123

AWS Machine Learning

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Best practices 104

Best practices Feedback Metrics APIs 104

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices.

Government 85

Government Management APIs Accountability 85

AWS Machine Learning

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. Repeat the toxicity detection through the Comprehend API for the LLM generated response.

APIs 130

APIs Construction Engineering Enterprise 130

AWS Machine Learning

NOVEMBER 19, 2024

In this talk, you’ll understand how to recognize the latest signals in changing data patterns, and adapt data strategies that flex to changes in consumer behavior and innovations in technology like AI. In this session, learn best practices for effectively adopting generative AI in your organization.

APIs 82

APIs Enterprise Best practices Government 82

AWS Machine Learning

JULY 17, 2024

This post shows how to use AWS generative artificial intelligence (AI) services , like Amazon Q Business , with AWS Support cases, AWS Trusted Advisor , and AWS Health data to derive actionable insights based on common patterns, issues, and resolutions while using the AWS recommendations and best practices enabled by support data.

Scripts 113

Scripts APIs Enterprise Accountability 113

AWS Machine Learning

OCTOBER 15, 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 121

APIs Construction Engineering Accountability 121

AWS Machine Learning

JULY 29, 2024

This post demonstrates how to use Amazon Q Business with SharePoint Online as the data source to provide answers, generate summaries, and present insights using least privilege access controls and best practices recommended by Microsoft SharePoint Dev Support Team. Choose API permissions under Manage in the navigation pane.

APIs 103

APIs Accountability Best practices Engineering 103