AWS Machine Learning

NOVEMBER 15, 2024

Each category necessitates specialized generative AI-powered tools to generate insights. An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. has 92% accuracy on the HumanEval code benchmark.

APIs 117

APIs Engineering Chatbots Construction 117

AWS Machine Learning

FEBRUARY 12, 2025

Amazon Bedrock is a fully managed service that makes 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. Solution overview The solution comprises two main steps: Generate synthetic data using the Amazon Bedrock InvokeModel API.

APIs 76

APIs Management Benchmark Scripts 76

AWS Machine Learning

MARCH 3, 2025

They enable applications requiring very low latency or local data processing using familiar APIs and tool sets. Through comparative benchmarking tests, we illustrate how deploying FMs in Local Zones closer to end users can significantly reduce latencya critical factor for real-time applications such as conversational AI assistants.

APIs 83

APIs Benchmark Metrics Healthcare 83

AWS Machine Learning

MARCH 27, 2025

After achieving the desired accuracy, you can use this ground truth data in an ML pipeline with automated machine learning (AutoML) tools such as AutoGluon to train a model and inference the support cases. Refer to Getting started with the API to set up your environment to make Amazon Bedrock requests through the AWS API.

Education 111

Education Engineering APIs Enterprise 111

AWS Machine Learning

JULY 29, 2024

Launched in August 2019, Forecast predates Amazon SageMaker Canvas , a popular low-code no-code AWS tool for building, customizing, and deploying ML models, including time series forecasting models. You can also take advantage of its data flow feature to connect with external data providers’ APIs to import data, such as weather information.

APIs 118

APIs Scripts Benchmark Metrics 118

AWS Machine Learning

MAY 15, 2024

Acting as a model hub, JumpStart provided a large selection of foundation models and the team quickly ran their benchmarks on candidate models. After the chosen model is ready to be moved into production, the model is deployed (step vi) using the team’s own in-house Model Lifecycle Manager tool.

Advertising 132

Advertising APIs Engineering Benchmark 132

CSM Magazine

DECEMBER 27, 2023

Automated API testing stands as a cornerstone in the modern software development cycle, ensuring that applications perform consistently and accurately across diverse systems and technologies. By embracing strategic methodologies and advanced tools, teams can mitigate these issues, enhancing the reliability of their testing processes.

APIs 52

APIs Benchmark Best practices Technology 52

ProProfs Blog

DECEMBER 17, 2021

In-app feedback tools help businesses to collect real-time customer feedback , which is essential for a thriving business strategy. Modern marketers and customer success managers leverage in-app feedback tools as they eliminate the need for the users to leave the app for providing valuable feedback. . 16 Mobile In-App Feedback Tools.

Feedback 78

Feedback Surveys APIs Customer centricity 78

AWS Machine Learning

JULY 18, 2024

By consolidating financial tools into a user-friendly interface, Lili streamlines and simplifies managing business finances and makes it an attractive solution for business owners seeking a centralized and efficient way to manage their financial operations. The vector embeddings are persisted in the application in-memory vector store.

Chatbots 134

Chatbots APIs Accountability Finance 134

AWS Machine Learning

JULY 10, 2024

Our practical approach to transform responsible AI from theory into practice, coupled with tools and expertise, enables AWS customers to implement responsible AI practices effectively within their organizations. Launched new tools and capabilities to build and scale generative AI safely, supported by adversarial style testing (i.e.,

Government 136

Government Education Best practices Benchmark 136

AWS Machine Learning

FEBRUARY 8, 2023

Although you can integrate the model directly into an application, the approach that works well for production-grade applications is to deploy the model behind an endpoint and then invoke the endpoint via a RESTful API call to obtain the inference. However, you can use any other benchmarking tool. large two-core machine.

Benchmark 103

Benchmark Metrics APIs Engineering 103

AWS Machine Learning

NOVEMBER 30, 2023

SageMaker makes it easy to deploy models into production directly through API calls to the service. It’s a low-level API available for Java, C++, Go, JavaScript, Node.js, PHP, Ruby, and Python. It’s a low-level API available for Java, C++, Go, JavaScript, Node.js, PHP, Ruby, and Python.

Benchmark 128

Benchmark APIs Scripts Engineering 128

Cincom

FEBRUARY 14, 2025

Automate contract generation by integrating CPQ with Contract Lifecycle Management (CLM) tools to reduce manual errors and ensure compliance. Use APIs and middleware to bridge gaps between CPQ and existing enterprise systems, ensuring smooth data flow. Implement event-driven architecture where updates in CRM (e.g.,

Best practices 40

Best practices Sales CRM Finance 40

Comm100

NOVEMBER 13, 2022

A Complete Guide of Tools, Tech & Tips. Digital tools like live chat can also provide highly personalized experiences for customers thanks to the wealth of information provided to agents. This includes bringing greater efficiency to customer service teams with built-in tools that can boost efficiency. Live chat .

Customer Service 97

Customer Service Chatbots Best practices Surveys 97

Interaction Metrics

APRIL 17, 2025

And we know from experience: having the right survey tool is just one partbut a critical part of your survey success. Meanwhile, the customer experience software space is vast and there are competitors that offer simpler reporting tools, comparable (or better) design, and stronger value. Thats why weve put together this guide.

Surveys 48

Surveys Enterprise B2B Analytics 48

AWS Machine Learning

MARCH 19, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. A limitation of the approach is its larger computational cost.

APIs 135

APIs Benchmark SaaS Engineering 135

AWS Machine Learning

AUGUST 2, 2024

Queries are sent to the backend using a REST API defined in Amazon API Gateway , a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at any scale, and implemented through an API Gateway private integration.

APIs 127

APIs Analytics Chatbots Engineering 127

AWS Machine Learning

APRIL 22, 2024

Use the right tools Failing to use the appropriate tools can add complexity, compromise security, and reduce effectiveness in using generative AI for sustainability. The right tool should offer you choice and flexibility and enable you to customize your solutions to specific needs and requirements.

Best practices 139

Best practices Benchmark Transportation Engineering 139

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. This usability, tooling, and integrations of the Neuron SDK has made Amazon PBAs extremely popular with users.

Benchmark 113

Benchmark Banking Analytics Big data 113

AWS Machine Learning

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. The application’s frontend is accessible through Amazon API Gateway , using both edge and private gateways.

Engineering 126

Engineering Construction Benchmark APIs 126

Netomi

SEPTEMBER 20, 2021

The Microsoft Bot Framework allows users to use a comprehensive open-source SDK and tools to easily connect a bot to popular channels and devices. Open source SDK and tools to build, test, and connect bots to popular channels and devices. Self-service APIs to help you create, manage, test and publish custom skills.

Chatbots 126

Chatbots APIs Surveys Analytics 126

AWS Machine Learning

APRIL 20, 2023

Also, you can build these ML systems with a combination of ML models, tasks, frameworks, libraries, tools, and inference engines, making it important to evaluate the ML system performance for the best possible deployment configurations. Inference Recommender uses this information to run a performance benchmark load test.

APIs 101

APIs Metrics Benchmark Engineering 101

AWS Machine Learning

FEBRUARY 6, 2023

The former question addresses model selection across model architectures, while the latter question concerns benchmarking trained models against a test dataset. This post provides details on how to implement large-scale Amazon SageMaker benchmarking and model selection tasks. swin-large-patch4-window7-224 195.4M efficientnet-b5 29.0M

APIs 98

APIs Scripts Metrics Benchmark 98

AWS Machine Learning

JANUARY 10, 2023

We first benchmark the performance of our model on a single instance to identify the TPS it can handle per our acceptable latency requirements. CloudWatch is the primary logging tool that SageMaker uses to help you understand the different metrics that describe your endpoint’s performance.

Best practices 100

Best practices Scripts APIs Metrics 100

aircall

MARCH 22, 2021

With many new software solutions coming into the marketplace every day, it’s an exciting time to explore business tools and the different ways in which you can integrate them into your virtual phone system. . Contrary to what many people believe, a virtual phone system and digital tools aren’t just for large corporations.

CRM 62

CRM voip Sales APIs 62

AWS Machine Learning

SEPTEMBER 12, 2024

On Hugging Face, the Massive Text Embedding Benchmark (MTEB) is provided as a leaderboard for diverse text embedding tasks. It currently provides 129 benchmarking datasets across 8 different tasks on 113 languages. medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart.

APIs 134

APIs Benchmark Enterprise Construction 134

AWS Machine Learning

AUGUST 3, 2022

For example, you can immediately start detecting entities such as people, places, commercial items, dates, and quantities via the Amazon Comprehend console , AWS Command Line Interface , or Amazon Comprehend APIs. In this post, we walk you through the benchmarking process and the results we obtained while working on subsampled datasets.

Benchmark 96

Benchmark APIs Metrics Scripts 96

AWS Machine Learning

NOVEMBER 22, 2023

The IDP Well-Architected Custom Lens in the Well-Architected Tool contains questions regarding each of the pillars. You can save time, money, and labor by implementing classifications in your workflow, and documents go to downstream applications and APIs based on document type.

APIs 117

APIs Metrics Benchmark Enterprise 117

Lumoa

JULY 6, 2023

This powerful tool will give you Topic Summaries with the click of a button. New API AppStore integration Those of you who are pulling data from the AppStore are going to love this, and if you aren’t pulling AppStore data, there has never been a better time to start! Let’s get started! to get started!

APIs 15

APIs industry standards Surveys Benchmark 15

JivoChat

JUNE 20, 2022

This Java course will teach you how to write your first Java program, how to safely download and install all the coding tools you need, and also how to use the IntelliJ IDEA. . Software tools setup. Data and time API. Rest API Testing (Automation) from Scratch-Rest Assured Java. API testing using Postman.

APIs 75

APIs Benchmark Best practices Construction 75

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 85

APIs Benchmark Education Marketing 85

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 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 130

APIs Technology Analytics Benchmark 130

AWS Machine Learning

APRIL 27, 2023

Note all necessary software, drivers, and tools have already been installed on the DLAMIs, and only the activation of the Python environment is needed to start working with the tutorial. Finally, the custom library is built by calling the load API. We reference the CustomOps functionality available in Neuron as “Neuron CustomOps.”

APIs 98

APIs Engineering Scripts Benchmark 98

AWS Machine Learning

NOVEMBER 22, 2023

For example, during the project planning phase, you should invest in cloud financial management skills and tools, and align finance and tech teams to incorporate both business and technology perspectives. Use monitoring tools AWS offers a variety of tools and resources to monitor the cost and usage of your IDP solution.

Finance 113

Finance Best practices APIs Accountability 113

AWS Machine Learning

JULY 25, 2024

Conversational AI agents also encompass multiple layers, from Retrieval Augmented Generation (RAG) to function-calling mechanisms that interact with external knowledge sources and tools. Although existing large language model (LLM) benchmarks like MT-bench evaluate model capabilities, they lack the ability to validate the application layers.

APIs 134

APIs Engineering Best practices Virtual Agent 134

ProProfs Blog

OCTOBER 25, 2021

Various customer feedback tools help you track your customers’ pulse consistently. What Is a Customer Feedback Tool. That’s why you need a customer feedback tool to deep dive into their inner thoughts and understand their feelings. . Survey Tools. Did our customer service team address your pain points? .

Feedback 148

Feedback Surveys Enterprise Analytics 148

AWS Machine Learning

AUGUST 22, 2024

Snowflake Arctic is a family of enterprise-grade large language models (LLMs) built by Snowflake to cater to the needs of enterprise users, exhibiting exceptional capabilities (as shown in the following benchmarks ) in SQL querying, coding, and accurately following instructions. To learn more, refer to API documentation.

Enterprise 129

Enterprise APIs Benchmark Scripts 129