AWS Machine Learning

SEPTEMBER 1, 2023

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. An example of a proprietary model is Anthropic’s Claude model, and an example of a high performing open-source model is Falcon-40B, as of July 2023.

Engineering 105

Engineering Accountability Construction APIs 105

AWS Machine Learning

APRIL 19, 2024

In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store. In this series, we use the slide deck Train and deploy Stable Diffusion using AWS Trainium & AWS Inferentia from the AWS Summit in Toronto, June 2023 to demonstrate the solution.

APIs 97

APIs Enterprise Healthcare Accountability 97

AWS Machine Learning

APRIL 22, 2024

It provides examples of use cases and best practices for using generative AI’s potential to accelerate sustainability and ESG initiatives, as well as insights into the main operational challenges of generative AI for sustainability. Throughout this lifecycle, implementing AWS Well-Architected Framework best practices is recommended.

Best practices 114

Best practices Benchmark Transportation Engineering 114

Netomi

JANUARY 5, 2023

Brands face unique challenges heading into 2023 as they balance the variety of changes the last few years have brought on—a looming recession, staffing shortages across all industries, and significant shifts in consumer behavior and expectations brought on by the pandemic. See how you can supercharge your CX with our advanced solutions today.

Chatbots 52

Chatbots Scripts Airlines Customer Support 52

AWS Machine Learning

MARCH 15, 2024

In Dr. Werner Vogels’s own words at AWS re:Invent 2023 , “every second that a person has a stroke counts.” Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights. Stroke victims can lose around 1.9 billion neurons every second they are not being treated.

Healthcare 100

Healthcare Government Best practices Engineering 100

AWS Machine Learning

NOVEMBER 14, 2023

Source: Generative AI on AWS (O’Reilly, 2023) LoRA has gained popularity recently for several reasons. In this post, we walk through best practices for managing LoRA fine-tuned models on Amazon SageMaker to address this emerging question. Should you combine the base model and adapter or keep them separate?

Management 91

Management APIs Best practices Calibration 91

AWS Machine Learning

FEBRUARY 6, 2024

According to Gartner Magic Quadrant 2023, ServiceNow is one of the leading IT Service Management (ITSM) providers on the market. The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3).

Chatbots 106

Chatbots APIs Self service Banking 106

JustCall

APRIL 12, 2023

Look for an alternative that offers APIs to integrate it with other tools you use. Helps sales reps identify and use the best practices of top performers to improve their sales performance; the real-time analytics feature helps bridge the gap between top and bottom performers.

Sales 52

Sales Coaching CRM Contact center software 52

AWS Machine Learning

JUNE 6, 2023

This table name can be found by referencing the table_name field after instantiating the athena_query from the FeatureGroup API: SELECT * FROM "sagemaker_featurestore"."off_sdk_fg_lead_1682348629" For more information about feature groups, refer to Create a Dataset From Your Feature Groups and Feature Store APIs: Feature Group.

APIs 78

APIs Metrics Telecommunications Marketing 78

AWS Machine Learning

NOVEMBER 18, 2022

The practices of responsible AI can help reduce biased outcomes from models and improve their fairness, explainability, robustness, privacy, and transparency. Walk away from this chalk talk with best practices and hands-on support to guide you in applying responsible AI in your project. Reserve your seat now! Builders’ sessions.

Contact Center 77

Contact Center Engineering APIs Analytics 77

JivoChat

APRIL 23, 2023

billion customer service hours of work by 2023. Drift The 24/7 chatbot availability is considered its best feature by 64% of consumers. Chatbot Best Practices Make It Clear For Users They Are Interacting With a Bot Honest communication should be a pillar in every organization, and that isn’t different when it comes to chatbots.

Chatbots 75

Chatbots B2C Self service Banking 75

AWS Machine Learning

SEPTEMBER 7, 2023

In this post, we provide some best practices to maximize the value of SageMaker Pipelines and make the development experience seamless. Best practices for SageMaker Pipelines In this section, we discuss some best practices that can be followed while designing workflows using SageMaker Pipelines.

Best practices 96

Best practices Scripts Construction APIs 96

AWS Machine Learning

SEPTEMBER 28, 2023

That is why on April 13, 2023, we announced Amazon Bedrock , the easiest way to build and scale generative AI applications with foundation models. Agents for Bedrock are a game changer, allowing LLMs to complete complex tasks based on your own data and APIs, privately, securely, with setup in minutes (no training or fine tuning required).

APIs 119

APIs Enterprise Best practices Government 119

AWS Machine Learning

NOVEMBER 24, 2023

To limit the cost associated with the workspace instances, as a best practice, you must log out, do not close the browser tab. All that is needed to do is change the line of code calling the DeleteApp API into CreateApp , as well as updating the cron expression to reflect the desired app creation time.

APIs 93

APIs Metrics Engineering Scripts 93

AWS Machine Learning

MAY 10, 2023

That is why we announced the general availability of Amazon CodeWhisperer earlier in 2023. You can also detect many common issues that affect the readability, reproducibility, and correctness of computational notebooks, such as misuse of ML library APIs, invalid run order, and nondeterminism.

APIs 87

APIs Government Engineering Best practices 87