AWS Machine Learning

NOVEMBER 21, 2024

Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. Whether you choose the SageMaker console or API approach, the result is the same: a fully configured labeling job ready for your annotation team.

APIs 104

APIs Feedback Telecommunications Management 104

AWS Machine Learning

DECEMBER 11, 2024

Introducing Field Advisor In April 2024, we launched our AI sales assistant, which we call Field Advisor, making it available to AWS employees in the Sales, Marketing, and Global Services organization, powered by Amazon Q Business. We deliver our chatbot experience through a custom web frontend, as well as through a Slack application.

Sales 112

Sales Accountability APIs CRM 112

AWS Machine Learning

NOVEMBER 15, 2024

In business for 145 years, Principal is helping approximately 64 million customers (as of Q2, 2024) plan, protect, invest, and retire, while working to support the communities where it does business and build a diverse, inclusive workforce. 2024, Principal Financial Services, Inc. 3778998-082024

Chatbots 115

Chatbots Engineering Enterprise Government 115

AWS Machine Learning

MARCH 18, 2025

Solution overview This solution is primarily based on the following services: Foundational model We use Anthropics Claude 3.5 Sonnet on Amazon Bedrock as our LLM to generate SQL queries for user inputs. You can limit the number of output tokens to optimize the cost: # Create a Boto3 client for Bedrock Runtime bedrock_runtime = boto3.client(

Enterprise 112

Enterprise Chatbots Engineering Metrics 112

AWS Machine Learning

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. For example, the Datastore API might require certain input like date periods to query data. This step can be used to define the date periods to be used by the Map state as an input.

Enterprise 109

Enterprise Engineering APIs Best practices 109

AWS Machine Learning

FEBRUARY 18, 2025

During these live events, F1 IT engineers must triage critical issues across its services, such as network degradation to one of its APIs. This impacts downstream services that consume data from the API, including products such as F1 TV, which offer live and on-demand coverage of every race as well as real-time telemetry.

APIs 73

APIs Engineering Metrics Big data 73

Comm100

DECEMBER 12, 2023

This blog will delve into the top four customer service trends that are expected to take center stage in 2024. The economic potential of generative AI: The next productivity frontier Of all the customer service trends for 2024, the advent of Generative AI is likely to have the greatest impact.

Customer Service 98

Customer Service Chatbots Government APIs 98

Lumoa

MAY 30, 2024

Lumoa Product News for April 2024 Hey everyone! Note that you will need to be logged in to Lumoa in order to access certain guides: [link] – This is the new place where we will be hosting our API documentation Finnish Knowledge Base – We have some articles translated to Finnish, with more on the way! Thanks for reading!

APIs 78

APIs Feedback 78

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 92

Enterprise APIs Engineering Government 92

AWS Machine Learning

FEBRUARY 24, 2025

The 2501 version follows previous iterations (Mistral-Small-2409 and Mistral-Small-2402) released in 2024, incorporating improvements in instruction-following and reliability. At the time of writing this post, you can use the InvokeModel API to invoke the model. It doesnt support Converse APIs or other Amazon Bedrock tooling.

APIs 100

APIs Enterprise Benchmark Feedback 100

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 140

Personalization APIs Management Accountability 140

AWS Machine Learning

NOVEMBER 29, 2023

Starting in Q1 2024, customers can engage with researchers and ML scientists from the Generative AI Innovation Center to fine-tune Anthropic Claude models securely with their own proprietary data. Today, we are excited to announce the AWS Generative AI Innovation Center Custom Model Program for Anthropic Claude.

APIs 122

APIs Engineering Enterprise Accountability 122

AWS Machine Learning

MARCH 1, 2024

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. You have the option to override it to use either hybrid or semantic search in the API.

APIs 139

APIs Finance Chatbots Enterprise 139

AWS Machine Learning

JANUARY 28, 2025

During re:Invent 2024, we launched latency-optimized inference for foundation models (FMs) in Amazon Bedrock. This challenge is compounded by the increasing complexity of modern LLM applications, where multiple LLM calls are often needed to solve a single problem, significantly increasing total processing times. Haiku model and Metas Llama 3.1

Benchmark 81

Benchmark APIs Engineering Metrics 81

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 141

APIs Engineering Best practices Management 141

AWS Machine Learning

SEPTEMBER 17, 2024

Amazon Lookout for Equipment , the AWS machine learning (ML) service designed for industrial equipment predictive maintenance, will no longer be open to new customers effective October 17, 2024.

APIs 90

APIs Engineering Consulting Consulting 90

AWS Machine Learning

JULY 10, 2024

red teaming) In April 2024, we announced the general availability of Guardrails for Amazon Bedrock and Model Evaluation in Amazon Bedrock to make it easier to introduce safeguards, prevent harmful content, and evaluate models against key safety and accuracy criteria. In February 2024, Amazon joined the U.S.

Government 138

Government Education Best practices Benchmark 138

AWS Machine Learning

JULY 25, 2024

If it detects error messages specifically related to the Neuron device (which is the Trainium or AWS Inferentia chip), it will change NodeCondition to NeuronHasError on the Kubernetes API server. The node recovery agent is a separate component that periodically checks the Prometheus metrics exposed by the node problem detector.

Construction 115

Construction Metrics Scripts Engineering 115

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 135

APIs Enterprise Accountability Management 135

AWS Machine Learning

DECEMBER 2, 2024

At re:Invent 2024, we are excited to announce new capabilities to speed up your AI inference workloads with NVIDIA accelerated computing and software offerings on Amazon SageMaker. This post is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA.

Enterprise 113

Enterprise Benchmark Technology APIs 113

AWS Machine Learning

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. This change allows you to use metadata fields during the retrieval process.

APIs 130

APIs Engineering Enterprise Management 130

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 95

Real estate Finance APIs Construction 95

AWS Machine Learning

JULY 18, 2024

The ingestion workflow transforms these curated questions into vector embeddings using Amazon Titan Text Embeddings model API. Specific accounting knowledge that is relevant to the question and the model is not familiar with, such as updated data for 2024. The vector embeddings are persisted in the application in-memory vector store.

Chatbots 136

Chatbots APIs Accountability Finance 136

DMG Consulting

JANUARY 1, 2024

WEM is becoming an open enterprise-grade platform of interoperable applications built with microservices and application programming interfaces (APIs). Learn more at dmgconsult.com. # # # The post DMG Consulting Releases 2023 – 2024 Enterprise Workforce Engagement Management Product and Market Report appeared first on DMG Consulting.

Consulting 59

Consulting Consulting Enterprise Marketing 59

AWS Machine Learning

SEPTEMBER 11, 2024

Amazon EKS creates a highly available endpoint for the managed Kubernetes API server that you use to communicate with your cluster (using tools like kubectl). The managed endpoint uses Network Load Balancer to load balance Kubernetes API servers. This VPC doesn’t appear in the customer account. Replace the Instance.

APIs 91

APIs Accountability Metrics Management 91

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 127

APIs Engineering Scripts Management 127

Cisco - Contact Center

FEBRUARY 20, 2024

This year, like no other, we will see organizations tap into APIs to sidestep the complexity and cost of developing and maintaining their own AI solutions and models. In pursuit of digital… Read more on Cisco Blogs

APIs 60

APIs 60

AWS Machine Learning

OCTOBER 29, 2024

AWS CloudTrail is also essential for maintaining security and compliance in your AWS environment by providing a comprehensive log of all API calls and actions taken across your AWS account, enabling you to track changes, monitor user activities, and detect suspicious behavior. Enable CloudWatch cross-account observability.

Government 112

Government Metrics Accountability APIs 112

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 87

APIs Benchmark Education Marketing 87

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 95

APIs Real estate Best practices Personalization 95

NobelBiz

SEPTEMBER 17, 2024

In the article, we’re going to discuss how VoIP works and why it’s a great choice for your business, with some of the best VoIP service providers in 2024. billion by 2024, growing at a CAGR of 9.1% from 2019 to 2024. Here are some of the top VoIP service providers in 2024. Connecting Call Centers to Success.

voip 52

voip CRM Contact Center Analytics 52

AWS Machine Learning

MAY 9, 2024

FAST has earned a fourth consecutive leader ranking in the 2024 ISG Provider Lens report for its seamless integration with Verisk’s data, analytics, and claims tools. Through some slick prompt engineering and using Claude’s latest capabilities to invoke APIs, Verisk seamlessly accessed their database to procure real-time information.

Engineering 131

Engineering Customer Support APIs Government 131

AWS Machine Learning

AUGUST 29, 2024

At the 2024 NVIDIA GTC conference, we announced support for NVIDIA NIM Inference Microservices in Amazon SageMaker Inference. This allows developers to take advantage of the power of these advanced models using SageMaker APIs and just a few lines of code, accelerating the deployment of cutting-edge AI capabilities within their applications.

APIs 92

APIs Enterprise Accountability Engineering 92

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. Even if your employees do everything right, there’s still the risk of data exfiltrationor potentially even a data breachwithout proper safeguards.

Government 59

Government Education Enterprise APIs 59

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 131

APIs Accountability Enterprise Best practices 131

customer sure

MARCH 12, 2024

You might be able to get the same results from an AI API that Google or Amazon have offered for the past decade, which have significantly more real-world testing. GPTs can do these tasks well, but they come with their own pros and cons. Don’t rush to buy something new just because it has a ‘GPT-powered’ sticker on it.

Customer Service 62

Customer Service Best practices Feedback APIs 62

AWS Machine Learning

SEPTEMBER 12, 2024

medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart. sess = sagemaker.session.Session() # sagemaker session for interacting with different AWS APIs region = sess._region_name To demonstrate this solution, a sample notebook is available in the GitHub repo.

APIs 136

APIs Benchmark Enterprise Construction 136