AWS Machine Learning

FEBRUARY 11, 2025

First we discuss end-to-end large-scale data integration with Amazon Q Business, covering data preprocessing, security guardrail implementation, and Amazon Q Business best practices. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely.

Enterprise 101

Enterprise Engineering APIs Best practices 101

AWS Machine Learning

JULY 25, 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 132

APIs Engineering Best practices Virtual Agent 132

AWS Machine Learning

NOVEMBER 15, 2024

The prompt uses XML tags following Anthropic’s Claude best practices. An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. Refer to this documentation for a detailed example of tool use with the Bedrock Converse API.

APIs 116

APIs Engineering Chatbots Construction 116

AWS Machine Learning

OCTOBER 21, 2024

In this blog post, we will introduce how to use an Amazon EC2 Inf2 instance to cost-effectively deploy multiple industry-leading LLMs on AWS Inferentia2 , a purpose-built AWS AI chip, helping customers to quickly test and open up an API interface to facilitate performance benchmarking and downstream application calls at the same time.

APIs 84

APIs Benchmark Education Marketing 84

AWS Machine Learning

JULY 11, 2024

The workflow invokes the Amazon Bedrock CreateModelCustomizationJob API synchronously to fine tune the base model with the training data from the S3 bucket and the passed-in hyperparameters. The parent state machine calls the child state machine to evaluate the performance of the custom model with respect to the base model. hours to complete!

APIs 127

APIs Accountability Enterprise Best practices 127

AWS Machine Learning

NOVEMBER 21, 2024

This setup follows AWS best practices for least-privilege access, making sure CloudFront can only access the specific UI files needed for the annotation interface. Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API.

APIs 102

APIs Feedback Telecommunications Management 102

AWS Machine Learning

DECEMBER 13, 2024

In early 2024, Amazon launched a major push to harness the power of Twitch for advertisers globally. It evaluates each user query to determine the appropriate course of action, whether refusing to answer off-topic queries, tapping into the LLM, or invoking APIs and data sources such as the vector database.

Sales 102

Sales Advertising Engineering APIs 102

Balto

AUGUST 23, 2024

Here’s the good news: in 2024, we have a wide array of capable call center quality assurance software solutions that can streamline QA processes, automate manual tasks, and deliver insightful reports to support decision-making. The post Top 5 Call Center Quality Assurance Software for 2024 appeared first on Balto.

Call Center 52

Call Center Coaching Surveys Contact Center 52

AWS Machine Learning

MARCH 15, 2024

Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights. You can also become a leader for best practices and an efficient approach to data interoperability within and across agencies and institutes in the health domain and beyond.

Healthcare 127

Healthcare Government Best practices Engineering 127

AWS Machine Learning

AUGUST 26, 2024

From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9% We organize our prompting best practices into two main categories: Content and structure : Constraint specification – Define content, tone, and format constraints relevant to AWS sales contexts.

Sales 126

Sales Accountability Feedback Metrics 126

AWS Machine Learning

JANUARY 14, 2025

For example, in the case of travel planning, the agent would need to maintain a high-level plan for checking weather forecasts, searching for hotel rooms and attractions, while simultaneously reasoning about the correct usage of a set of hotel-searching APIs. Since 2024, Raphael worked on multi-agent collaboration with LLM-based agents.

Finance 116

Finance Benchmark Construction Enterprise 116

Momentum Telecom

JANUARY 31, 2025

Though no known incidents are currently associated with the tool, security firm PromptArmor reported in August 2024 that it contained a prompt injection vulnerability. In addition to these controls, you should limit the use of AI bots to employees who have undergone training on best practices and responsible use.

Government 59

Government Education Enterprise APIs 59

AWS Machine Learning

NOVEMBER 16, 2023

Users from several business units were trained and onboarded to the platform, and that number is expected to grow in 2024. She is driving strategic activities focused on the tools, platforms, and best practices that speed up and scale the development and productization of (Generative) AI-enabled solutions at Philips.

Healthcare 124

Healthcare Government Engineering APIs 124

JivoChat

APRIL 23, 2023

Chatbot Statistics Check out some statistics that show chatbot relevance in the digital world: The chatbot global market is expected to reach $944million by 2024 ( Click Z Chatbots are expected to save 2.5 Drift The 24/7 chatbot availability is considered its best feature by 64% of consumers. PSFK How Does a Chatbot Work?

Chatbots 75

Chatbots B2C Self service B2B 75

JivoChat

APRIL 13, 2021

Chatbots will drive $142 billion in consumer spending by 2024 — a meteoric surge from $2.8 We’ll also share some actionable strategies and best practices to help you decide how to implement customer service automation. You can even build custom automated support solutions with an API. billion in 2019.

Customer Service 40

Customer Service Chatbots Self service Abandon rate 40

AWS Machine Learning

NOVEMBER 19, 2024

In this session, learn best practices for effectively adopting generative AI in your organization. This session covers best practices for a responsible evaluation. First, hear an overview of identity-aware APIs, and then learn how to configure an identity provider as a trusted token issuer.

APIs 106

APIs Enterprise Best practices Government 106

AWS Machine Learning

OCTOBER 3, 2024

In April 2024, we announced the general availability of Amazon Bedrock Guardrails to help you introduce safeguards, prevent harmful content, and evaluate models against key safety criteria. You can create a guardrail using the Amazon Bedrock console, infrastructure as code (IaC), or the API.

APIs 92

APIs Real estate Best practices Personalization 92

AWS Machine Learning

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. You can also get behind the wheel yourself on November 30, when the track opens for the 2024 Open Racing. Reserve your seat now!

Engineering 136

Engineering Best practices APIs Government 136

AWS Machine Learning

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

APIs 123

APIs Engineering Scripts Management 123

AWS Machine Learning

JUNE 18, 2024

Guardrail objectives At the core of the architecture is Amazon Bedrock serving foundation models (FMs) with an API interface; the FM powers the conversational capabilities of the virtual agent. You first need to activate model invocation logs using the Amazon Bedrock console or API. Virginia) AWS Region.

Engineering 123

Engineering Virtual Agent Finance Government 123

aircall

MAY 12, 2021

currency) by 2024. Digital tools are remote-friendly , so consider hiring the best talent from a different geographical area and put them to work in a virtual environment. . Explore your options for a quality cloud-based phone system vendor that leverages an open API technology. currency) to the GDP of the U.K., trillion U.S.

Best practices 62

Best practices Entertainment Technology APIs 62

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 139

APIs Engineering Best practices Management 139

AWS Machine Learning

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce a new feature for Amazon SageMaker inference endpoints: the ability to scale SageMaker inference endpoints to zero instances. We also discuss best practices for implementation and strategies to mitigate potential drawbacks.

APIs 107

APIs Best practices Metrics Engineering 107

AWS Machine Learning

NOVEMBER 30, 2023

We expect our first Trainium2 instances to be available to customers in 2024. They want to be able to easily try the latest models, and also test to see which capabilities and features will give them the best results and cost characteristics for their use cases. Meta Llama 2 70B, and additions to the Amazon Titan family.

APIs 145

APIs Enterprise Best practices Technology 145

AWS Machine Learning

NOVEMBER 22, 2024

Amazon Q Business provides a rich set of APIs to perform administrative tasks and to build an AI assistant with customized user experience for your enterprise. In this post, we show how to use Amazon Q Business APIs when using AWS Identity and Access Management (IAM) federation for user access management. and create-iam-oidc-qbiz-app.py

APIs 101

APIs Scripts Management Enterprise 101

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. Solution overview Amazon Bedrock provides a simple and efficient way to use powerful FMs through APIs, without the need for training custom models. Select Titan Text G1 – Express.

APIs 117

APIs Accountability Best practices Engineering 117

AWS Machine Learning

OCTOBER 21, 2024

This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. This broad compatibility allows customers to work with models that best suit their specific needs and use cases, allowing for greater flexibility and choice in model selection. 2, 3, 3.1,

APIs 141

APIs Scripts Finance Real estate 141

AWS Machine Learning

NOVEMBER 11, 2024

Add necessary permissions: In the API Permissions section of your application page, choose Add a Permission. Some Microsoft Teams APIs in Microsoft Graph can choose a licensing and payment model using the model query parameter. Refer to Payment models and licensing requirements for Microsoft Teams APIs for more details.

APIs 120

APIs Accountability Automotive Enterprise 120

AWS Machine Learning

NOVEMBER 25, 2024

John Snow Labs’ Medical Language Models is by far the most widely used natural language processing (NLP) library by practitioners in the healthcare space (Gradient Flow, The NLP Industry Survey 2022 and the Generative AI in Healthcare Survey 2024 ). To learn more, refer to the API documentation.

Healthcare 109

Healthcare APIs Surveys Best practices 109

AWS Machine Learning

JANUARY 30, 2025

The June 2024 AWS Health Equity Initiative application cycle received 139 applications, the programs largest influx to date. Historically, AWS Health Equity Initiative applications were reviewed manually by a review committee. Historically, AWS Health Equity Initiative applications were reviewed manually by a review committee.

Engineering 100

Engineering APIs Healthcare Government 100

AWS Machine Learning

NOVEMBER 6, 2024

read()) main_topics = response_body['content'][0]['text'] print(main_topics) We have created a prompt that uses prompting best practices for Anthropic’s Claude. This demonstrates how you can empower an LLM like Anthropic’s Claude to follow instructions and best practices for a particular task or domain.

Analytics 115

Analytics Call Center Best practices outsourcing 115

AWS Machine Learning

JANUARY 7, 2025

Amazon Bedrock Flows provide a powerful, low-code solution for creating complex generative AI workflows with an intuitive visual interface and with a set of APIs in the Amazon Bedrock SDK. Orchestration Amazon Bedrock Flows serves as the central orchestrator, managing the entire email processing pipeline.

Technical Support 107

Technical Support APIs Government Analytics 107

AWS Machine Learning

NOVEMBER 20, 2024

With its Open API architecture built on AWS and 100+ integrations, Mark43 connects to the applications and data sources agencies rely on for unmatched insights, situational awareness and decision support. They use event-driven architectures, real-time processing, and purpose-built AWS services for hosting data and running analytics.

Enterprise 107

Enterprise Analytics Technology Finance 107