AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. Prompt engineering makes generative AI applications more efficient and effective.

Engineering 135

Engineering Chatbots Accountability Enterprise 135

AWS Machine Learning

MAY 9, 2024

Verisk has embraced this technology and has developed their own Instant Insight Engine, or AI companion, that provides an enhanced self-service capability to their FAST platform. First, they used the Amazon Kendra Retrieve API to get multiple relevant passages and excerpts based on keyword search.

Engineering 134

Engineering Customer Support APIs Government 134

AWS Machine Learning

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Engineering 117

Engineering APIs Automotive Entertainment 117

Cisco - Contact Center

JUNE 24, 2024

See how the DevNet Engineering team automates the task of updating the changelog plus release notes by utilizing the OpenAPI specifications.

APIs 94

APIs Engineering 94

AWS Machine Learning

MAY 5, 2023

To address the problems associated with complex searches, this post describes in detail how you can achieve a search engine that is capable of searching for complex images by integrating Amazon Kendra and Amazon Rekognition. Users may have to manually filter out unsuitable image results when dealing with complex searches.

Engineering 108

Engineering APIs Scripts Enterprise 108

AWS Machine Learning

NOVEMBER 29, 2023

With this launch, you can programmatically run notebooks as jobs using APIs provided by Amazon SageMaker Pipelines , the ML workflow orchestration feature of Amazon SageMaker. Furthermore, you can create a multi-step ML workflow with multiple dependent notebooks using these APIs.

APIs 110

APIs Management Engineering Big data 110

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. For best practices on prompt engineering, refer to Prompt engineering guidelines.

APIs 136

APIs Engineering Healthcare Education 136

AWS Machine Learning

OCTOBER 14, 2024

Amazon OpenSearch Service is a powerful, highly flexible search engine that allows users to retrieve data based on a variety of lexical and semantic retrieval approaches. Also, note the physical ID of the API Gateway connection, which should look something like zxpdjtklw2 , as shown in the following screenshot.

Chatbots 126

Chatbots APIs Engineering Healthcare 126

AWS Machine Learning

MAY 3, 2023

One aspect of this data preparation is feature engineering. Feature engineering refers to the process where relevant variables are identified, selected, and manipulated to transform the raw data into more useful and usable forms for use with the ML algorithm used to train a model and perform inference against it.

Engineering 90

Engineering Metrics APIs Big data 90

Whitepages Pro

OCTOBER 7, 2019

We’re excited to announce that Ekata has won a 2019 API World Award for: Best in Payment APIs. The 2019 API Awards celebrate technical innovation, adoption, and reception in the API & Microservices industries, as well as use by a global developer community. So what makes our API award-winning? .

APIs 40

APIs Engineering Marketing Technology 40

Whitepages Pro

OCTOBER 7, 2019

We’re excited to announce that Ekata has won a 2019 API World Award for: Best in Payment APIs. The 2019 API Awards celebrate technical innovation, adoption, and reception in the API & Microservices industries, as well as use by a global developer community. So what makes our API award-winning? .

APIs 40

APIs Engineering Marketing Technology 40

AWS Machine Learning

NOVEMBER 1, 2024

Dru on the backend decodes log data, deciphers error codes, and invokes API calls to troubleshoot. This approach allowed us to break the problem down into multiple steps: Identify the API route. Generate and invoke private API calls. Having similar names and synonyms in API routes make this retrieval problem more complex.

APIs 111

APIs Scripts Engineering Government 111

AWS Machine Learning

NOVEMBER 18, 2024

It exposes an API endpoint through Amazon API Gateway that proxies the initial prompt request to a Python-based AWS Lambda function, which calls Amazon Bedrock twice. Users or applications submit a prompt as an API request. The pre-signed URL and the evaluation are returned as an API response in JSON format.

APIs 108

APIs Entertainment Benchmark Advertising 108

AWS Machine Learning

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services 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.

APIs 95

APIs Management Engineering Enterprise 95

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs 82

APIs Accountability Scripts Enterprise 82

AWS Machine Learning

JULY 2, 2024

Amazon Bedrock is a fully managed service that makes a wide range of foundation models (FMs) available though an API without having to manage any infrastructure. An Amazon OpenSearch Serverless vector engine to store enterprise data as vectors to perform semantic search. The request is sent by the web application to the API.

APIs 129

APIs Scripts Enterprise Engineering 129

AWS Machine Learning

NOVEMBER 7, 2024

Amazon Bedrock Prompt Management simplifies the creation, evaluation, versioning, and sharing of prompts to help developers and prompt engineers get better responses from foundation models (FMs) for their use cases. It also allows teams to reuse and share prompts and track different versions.

Management 135

Management APIs Engineering Enterprise 135

CSM Magazine

AUGUST 23, 2021

The knowledge of Application Programming Interfaces (APIs) and the ability to work with them is becoming essential for the data-driven marketers of today. To keep up with the increasing competition, marketers not only need to know what APIs are, but also integrate them with their content strategy. What are APIs? Market research.

APIs 52

APIs Marketing Education Engineering 52

AWS Machine Learning

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. Here’s how RAG operates: Data sources – RAG can draw from varied data sources, including document repositories, databases, or APIs. Lewis et al. An OpenSearch Serverless collection.

Engineering 121

Engineering Chatbots Benchmark APIs 121

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 115

Enterprise APIs Government Accountability 115

AWS Machine Learning

NOVEMBER 15, 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 is best suited for your use case. Karthik Jetti is a Senior Data Engineer in the Data & Analytics organization at GoDaddy.

Analytics 105

Analytics Engineering APIs Customer Care 105

Aria Solutions

JUNE 8, 2020

Designing a process from scratch is already a task and a half for your Salesforce org, but re-engineering a process is even a bigger undertaking when the process has been in use for some time. Much like “save early and save often”, proactively keep tabs on how a re-engineered process is received by users. Demo early, demo often.

Engineering 62

Engineering APIs Consulting Consulting 62

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. It supports exact and approximate nearest-neighbor algorithms and multiple storage and matching engines.

Benchmark 104

Benchmark APIs Engineering Analytics 104

AWS Machine Learning

AUGUST 27, 2024

Currently, users might have to engineer their applications to handle scenarios involving traffic spikes that can use service quotas from multiple regions by implementing complex techniques such as client-side load balancing between AWS regions, where Amazon Bedrock service is supported. Become more resilient to any traffic bursts.

APIs 142

APIs Engineering Best practices Management 142

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. A rules engine evaluates moderation guidelines, determining the frequency of stream sampling and the applicable moderation categories, all within predefined policies.

APIs 115

APIs Engineering Advertising Accountability 115

Aria Solutions

JUNE 8, 2020

Designing a process from scratch is already a task and a half for your Salesforce org, but re-engineering a process is even a bigger undertaking when the process has been in use for some time. Much like “save early and save often”, proactively keep tabs on how a re-engineered process is received by users. Demo early, demo often.

Engineering 62

Engineering APIs Consulting Consulting 62

AWS Machine Learning

NOVEMBER 18, 2024

By using the capabilities of Resilience Hub and Amazon Bedrock, you can share findings with C-suite executives, engineers, managers, and other personas within your corporation to provide better visibility over maintaining a resilient architecture. A second Lambda function invokes the Amazon Bedrock API.

APIs 99

APIs Government Engineering Accountability 99

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral 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.

Government 121

Government APIs Enterprise Best practices 121

AWS Machine Learning

NOVEMBER 1, 2023

Overview of solution The overarching goal for the engineering team is to detect and redact PII from millions of legal documents for their customers. Using Reveal’s Logikcull solution, the engineering team implemented two processes, namely first pass PII detection and second pass PII detection and redaction.

APIs 115

APIs Government Engineering Telecommunications 115

AWS Machine Learning

MAY 1, 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.

Chatbots 127

Chatbots APIs Engineering Automotive 127

AWS Machine Learning

JANUARY 10, 2024

Specialist Data Engineering at Merck, and Prabakaran Mathaiyan, Sr. ML Engineer at Tiger Analytics. The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. API Gateway invokes a Lambda function to initiate model updates.

APIs 125

APIs Construction Engineering Analytics 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. 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

NOVEMBER 18, 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, Mistral, 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 102

APIs Surveys Chatbots Construction 102

AWS Machine Learning

SEPTEMBER 26, 2024

This domain knowledge is traditionally captured in reference manuals, service bulletins, quality ticketing systems, engineering drawings, and more, but the quantity and complexity of documents is growing and takes time to learn. We demonstrate how to do this using both APIs and the Amazon Bedrock console.

APIs 110

APIs Chatbots Engineering Accountability 110

AWS Machine Learning

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims to adopt the rigorous engineering principles commonly used in software development into their own practices, which includes systematic approaches to design, development, testing, and maintenance.

Enterprise 115

Enterprise APIs Metrics Engineering 115

AWS Machine Learning

MAY 15, 2024

Here, Amazon SageMaker Ground Truth allowed ML engineers to easily build the human-in-the-loop workflow (step v). Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images. The Amazon API Gateway receives the PUT request (step 1). Burak is still a research affiliate in MIT.

Advertising 128

Advertising APIs Engineering Benchmark 128

AWS Machine Learning

NOVEMBER 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 103

APIs Government Best practices Metrics 103