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. Choose the application you provisioned ( workshop-app-01 ). Choose Edit subscription.

Enterprise 92

Enterprise Engineering APIs Best practices 92

Cisco - Contact Center

JANUARY 10, 2023

A virtual or onsite workshop is a valuable way to explore top-of-mind use-cases, toolsets, and to get a solid understanding of what is available to get started and drive alignment and momentum across teams. Cloverhound is skilled in delivering solutions with the best of innovation and simplicity.

Banking 133

Banking Enterprise Contact Center APIs 133

Cisco - Contact Center

MAY 18, 2023

Seeing “ Let’s Go! ” in large letters, as the theme for Cisco Live US, reminds me of the soccer announcer’s “Gooooooooooaaaaaaaallllllllll” cry. This reminder excites me for the rest of Ted Lasso’s seas… Read more on Cisco Blogs

APIs 52

APIs 52

AWS Machine Learning

NOVEMBER 17, 2023

The action is an API that the model can invoke from an allowed set of APIs. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. Customers converse with the bot in natural language with multiple steps invoking external APIs to accomplish subtasks.

APIs 113

APIs Customer Service Construction Analytics 113

AWS Machine Learning

JULY 3, 2024

Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API , generating responses from the retrieved information. Hardik shares his knowledge at various conferences and workshops. The following diagram illustrates an example workflow.

APIs 131

APIs Banking Metrics Management 131

AWS Machine Learning

NOVEMBER 22, 2023

Workshops – In these hands-on learning opportunities, in the course of 2 hours, you’ll be able to build a solution to a problem, and understand the inner workings of the resulting infrastructure and cross-service interaction. Bring your laptop and be ready to learn! Reserve your seat now! Reserve your seat now! Reserve your seat now!

Engineering 135

Engineering Best practices APIs Government 135

AWS Machine Learning

MAY 1, 2024

For interacting with AWS services, the AWS Amplify JS library for React simplifies the authentication, security, and API requests. The backend uses several serverless and event-driven AWS services, including AWS Step Functions for low-code workflows, AWS AppSync for a GraphQL API, and Amazon Translate. 1 – Translating a document.

APIs 127

APIs Construction Best practices Technology 127

AWS Machine Learning

SEPTEMBER 17, 2024

This enables a RAG scenario with Amazon Bedrock by enriching the generative AI prompt using Amazon Bedrock APIs with your company-specific data retrieved from the OpenSearch Serverless vector database. The user can also directly submit prompt requests to API Gateway and obtain a response.

APIs 92

APIs Chatbots Management Accountability 92

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 140

APIs Scripts Enterprise Management 140

AWS Machine Learning

SEPTEMBER 25, 2023

In the architecture shown in the following diagram, users input text in the React -based web app, which triggers Amazon API Gateway , which in turn invokes an AWS Lambda function depending on the bias in the user text. Additionally, it highlights the specific parts of your input text related to each category of bias.

APIs 111

APIs Automotive Education Engineering 111

AWS Machine Learning

NOVEMBER 27, 2024

Launching a machine learning (ML) training cluster with Amazon SageMaker training jobs is a seamless process that begins with a straightforward API call, AWS Command Line Interface (AWS CLI) command, or AWS SDK interaction. As next steps, try out the above example by following the notebook steps at sagemaker-distributed-training-workshop.

Engineering 108

Engineering Finance APIs Healthcare 108

AWS Machine Learning

JULY 30, 2024

Web crawler for knowledge bases With a web crawler data source in the knowledge base, you can create a generative AI web application for your end-users based on the website data you crawl using either the AWS Management Console or the API. Hardik shares his knowledge at various conferences and workshops.

APIs 116

APIs Enterprise Analytics Management 116

AWS Machine Learning

JUNE 28, 2023

Solution overview Amazon Rekognition and Amazon Comprehend are managed AI services that provide pre-trained and customizable ML models via an API interface, eliminating the need for machine learning (ML) expertise. The RESTful API will return the generated image and the moderation warnings to the client if unsafe information is detected.

APIs 103

APIs Advertising Engineering Construction 103

AWS Machine Learning

NOVEMBER 18, 2022

And last but never least, we have exciting workshops and activities with AWS DeepRacer—they have become a signature event! Workshops – Hands-on learning opportunities where, in the course of 2 hours, you’ll be able to build a solution to a problem, understand the inner workings of the resulting infrastructure, and cross-service interaction.

Contact Center 94

Contact Center Engineering Analytics APIs 94

AWS Machine Learning

JANUARY 31, 2024

You can use it via either the Amazon Bedrock REST API or the AWS SDK. Because Amazon Titan Text Embeddings is a managed model on Amazon Bedrock , it’s offered as an entirely serverless experience. We will continue to see new and interesting use cases for embeddings emerge over the next years as these models continue to improve.

Enterprise 133

Enterprise Entertainment Engineering APIs 133

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. It helped enrich the scoring data for better decision making.

Management 133

Management APIs Engineering Government 133

AWS Machine Learning

OCTOBER 6, 2022

To classify and extract information needed to validate information in accordance with a set of configurable funding rules, Informed uses a series of proprietary rules and heuristics, text-based neural networks, and image-based deep neural networks, including Amazon Textract OCR via the DetectDocumentText API and other statistical models.

APIs 90

APIs Banking SaaS Engineering 90

AWS Machine Learning

MARCH 18, 2025

Start learning with these interactive workshops. 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. Ready to get started with Amazon Bedrock?

Enterprise 86

Enterprise Chatbots Engineering Metrics 86

Fonolo

NOVEMBER 13, 2018

The day includes a wealth of networking opportunities, roundtable discussions, and expert-led workshops. He leads product management for Nexmo, the Vonage API Platform. An added bonus? Fonolo will be exhibiting its call-back solutions there! So: Save the date, as you don’t want to miss the 2019 iteration. When: June 11, 2019.

Customer Service 108

Customer Service Contact Center Education Engineering 108

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 94

APIs Enterprise Accountability Chatbots 94

AWS Machine Learning

JUNE 20, 2024

For example, it can be used for API access, building JSON data, and more. This workshop is divided into modules that each build on the previous while introducing a new technique to solve this problem. Accuracy dropped by 20 percent, but after adding few additional examples, we achieved the same accuracy as Claude 2.1

Construction 110

Construction APIs Metrics Engineering 110

AWS Machine Learning

SEPTEMBER 11, 2023

You must also associate a security group for your VPC with these endpoints to allow all inbound traffic from port 443: SageMaker API: com.amazonaws.region.sagemaker.api. This is required to communicate with the SageMaker API. SageMaker runtime: com.amazonaws.region.sagemaker.runtime.

Scripts 122

Scripts APIs Management Best practices 122

AWS Machine Learning

SEPTEMBER 8, 2023

The workshop Use machine learning to automate and process documents at scale is a good starting point to learn more about customizing workflows and using the other sample workflows as a base for your own. As a next step you can start to modify the workflow, add information to the documents in the search index and explore the IDP workshop.

Construction 130

Construction Metrics Best practices APIs 130

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. In Part 1, we focus on creating accurate and reliable agents.

Best practices 98

Best practices APIs Metrics Accountability 98

AWS Machine Learning

AUGUST 9, 2024

Learn more about prompt engineering and generative AI-powered Q&A in the Amazon Bedrock Workshop. Deltek is continuously working on enhancing this solution to better align it with their specific requirements, such as supporting file formats beyond PDF and implementing more cost-effective approaches for their data ingestion pipeline.

Government 129

Government Healthcare Construction Engineering 129

AWS Machine Learning

OCTOBER 12, 2022

This post introduces a solution included in the Amazon IDP workshop showcasing how to process documents to serve flexible business rules using Amazon AI services. Call the Amazon Textract analyze_document API using the Queries feature to extract text from the page. Extract text using an Amazon Textract query. About the authors.

APIs 97

APIs Construction Metrics Engineering 97

AWS Machine Learning

SEPTEMBER 26, 2024

This text-to-video API generates high-quality, realistic videos quickly from text and images. Set up the cluster To create the SageMaker HyperPod infrastructure, follow the detailed intuitive and step-by-step guidance for cluster setup from the Amazon SageMaker HyperPod workshop studio. Then manually delete the SageMaker notebook.

Scripts 119

Scripts APIs Metrics Management 119

ConvergeOne

DECEMBER 7, 2021

The underlying technologies of composability include some combination of artificial intelligence (AI), machine learning, automation, container-based architecture, big data, analytics, low-code and no-code development, Agile/DevOps deployment, cloud delivery, and applications with open APIs (microservices).

APIs 79

APIs Big data Analytics Self service 79

AWS Machine Learning

OCTOBER 4, 2022

In short, the service delivers all the science, data handling, and resource management into a simple API call. After data has been imported, highly accurate time series models are created simply by calling an API. This step is encapsulated inside a Step Functions state machine that initiates the Forecast API to start model training.

APIs 93

APIs Analytics Transportation Metrics 93

AWS Machine Learning

SEPTEMBER 18, 2023

It has APIs for common ML data preprocessing operations like parallel transformations, shuffling, grouping, and aggregations. It provides simple drop-in replacements for XGBoost’s train and predict APIs while handling the complexities of distributed data management and training under the hood.

Scripts 128

Scripts APIs Government Construction 128

AWS Machine Learning

AUGUST 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing 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.

Engineering 127

Engineering APIs Metrics Customer Experience 127

AWS Machine Learning

JUNE 6, 2023

When selecting the AMI, follow the release notes to run this command using the AWS Command Line Interface (AWS CLI) to find the AMI ID to use in us-west-2 : #STEP 1.2 - This requires AWS CLI credentials to call ec2 describe-images api (ec2:DescribeImages). We added the following argument to the trainer API in train_sentiment.py

Scripts 88

Scripts APIs Benchmark Management 88

AWS Machine Learning

AUGUST 4, 2022

The price recommendations generated by the Lambda predictions optimizer are submitted to the repricing API, which updates the product price on the marketplace. Based on the profit function, Adspert calculates the optimal price and submits it to the ecommerce platform through the platform’s API.

Scripts 118

Scripts Advertising Engineering Analytics 118

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 101

Government Metrics Accountability APIs 101

AWS Machine Learning

OCTOBER 31, 2022

To get started, follow Modify a PyTorch Training Script to adapt SMPs’ APIs in your training script. You can follow the comments in the script and API document to learn more about where SMP APIs are used. We also walked through how to train a GPT-2 model with the new technique following this complete example. About the authors.

Scripts 82

Scripts Benchmark APIs Engineering 82

AWS Machine Learning

AUGUST 3, 2023

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can find the model that best suits your requirements. Refer to the IDP Generative AI workshop for detailed instructions on how to build an application with AWS AI services and FMs.

APIs 93

APIs Banking Enterprise Construction 93

Mindtouch

JULY 23, 2018

Part workshop, part challenge and competition—always a rush! During Hackathon 26, for example, the group learned how to use GraphQL to create a web API for a relation data store. This past Hackathon was about building a web app with AWS API Gateway and Lambda. This is what the Lambda # Hackathon is all about. Lambda # (?#,

APIs 48

APIs Engineering Technology 48