AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

AWS Machine Learning - AI

NOVEMBER 1, 2024

Lambda-based Method: This approach uses AWS Lambda as an intermediary between the calling client and the ResourceGroups API. This method employs Lambda Extensions core with an in-memory cache, potentially reducing the number of API calls to ResourceGroups. Dhawal Patel is a Principal Machine Learning Architect at AWS.

Generative AI 126

Generative AI AWS Artificial Inteligence Budget 126

AWS Machine Learning - AI

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. Agent broker architecture Messages sent to EventBridge are routed through an EventBridge rule to Lambda.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

AWS Machine Learning - AI

NOVEMBER 19, 2024

An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent. Developers can modify the Lambda functions, update the knowledge bases, and adjust the agent behavior to align with unique business requirements.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

Generative AI 115

Generative AI AWS Lambda Authentication 115

Crunchbase News

MARCH 5, 2024

Just last month, San Jose, California-based AI cloud computing startup Lambda raised a $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software. Related reading: AI Compute Startup Lambda Hits $1.5B Time will tell if this ends any differently.

Report 129

Report Artificial Inteligence Artificial Intelligence Lambda 129

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. For example, in one common scenario with Cognito that accesses resources with API Gateway and Lambda with a user pool.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

Crunchbase News

MAY 15, 2024

In February, Lambda hit unicorn status after a $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software. Related Crunchbase Pro list Rounds Raised By Startups Using AI Related reading: AI Compute Startup Lambda Hits $1.5B billion valuation.

Lambda 125

Lambda Artificial Inteligence Artificial Intelligence Generative AI 125

Crunchbase News

FEBRUARY 22, 2024

February, however, has told a very different story — highlighted this week with reports China’s artificial intelligence startup Moonshot AI raised more than $1 billion in a funding round led by the Alibaba Group Holding and HongShan, formerly Sequoia Capital China. billion valuation led by Thomas Tull ’s US Innovative Technology Fund.

Artificial Inteligence 127

Artificial Inteligence Artificial Intelligence Lambda Generative AI 127

AWS Machine Learning - AI

NOVEMBER 21, 2024

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications. On the SageMaker console, choose Create labeling job.

Video 80

Video Lambda AWS Generative AI 80

CIO

OCTOBER 18, 2023

“IDH holds a potentially severe immediate risk for patients during dialysis and therefore requires immediate attention from staff,” says Hanjie Zhang, director of computational statistics and artificial intelligence at the Renal Research Institute, a joint venture of Fresenius North America and Beth Israel Medical Center. “As

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

Crunchbase News

FEBRUARY 27, 2024

Just last week it was reported China’s artificial intelligence startup Moonshot AI raised more than $1 billion in a funding round led by Alibaba Group Holding and HongShan, formerly Sequoia Capital China. Related reading: AI Compute Startup Lambda Hits $1.5B Founded in 2019, Glean has raised $355 million, per Crunchbase.

Generative AI 129

Generative AI Artificial Inteligence Artificial Intelligence Lambda 129

TechCrunch

DECEMBER 10, 2020

Current customers include VillageMD, Plume, Lambda School, Ohi Tech, Proxy and Carta Healthcare. At the same time, it’s been growing revenues and growing its customer base, jumping from revenues of $9.5 million in October to $12 million in November, increasing 17x since first becoming generally available 14 months ago.

Engineering 325

Engineering Artificial Inteligence Lambda Machine Learning 325

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. Invoke a Lambda function to send out the decline email with the generated content.

AWS 126

AWS Artificial Inteligence Generative AI Lambda 126

Crunchbase News

MARCH 19, 2024

To say investors seem bullish on AI may be the understatement of the decade, as venture funding in the space topped $50 billion last year and is again going full bore with huge rounds for the likes of Figure and Lambda. billion last June. Illustration: Dom Guzman

Artificial Inteligence 140

Artificial Inteligence Artificial Intelligence Generative AI Insurance 140

AWS Machine Learning - AI

OCTOBER 29, 2024

The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases. Decorator pattern The solution uses the decorator pattern to integrate observability logging into your application functions seamlessly.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

Crunchbase News

MARCH 5, 2024

Figure , $675M, artificial intelligence: Sunnyvale, California-based Figure last week confirmed earlier reports that it had raised a huge $675 million round at a $2.6 Lambda , $320M, artificial intelligence: Lambda hit unicorn status after a $320 million Series C at a $1.5 billion, per Crunchbase.

Games 111

Games Artificial Inteligence Artificial Intelligence Biotech 111

AWS Machine Learning - AI

JULY 11, 2024

Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. An AWS account with the appropriate IAM permissions to create Amazon Bedrock agents and knowledge bases, Lambda functions, and IAM roles.

Software Review 121

Software Review Infrastructure Lambda Generative AI 121

CIO

APRIL 25, 2023

ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). Learn more about Protiviti’s Artificial Intelligence Services. ChatGPT was trained on a much larger dataset than its predecessors, with far more parameters.

Generative AI 174

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

MAY 30, 2024

CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. The workflow for NLQ consists of the following steps: A Lambda function writes schema JSON and table metadata CSV to an S3 bucket.

AWS 117

AWS Lambda Performance Artificial Inteligence 117

Crunchbase News

APRIL 4, 2024

That came just about six weeks after it led Lambda ’s $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software. billion valuation. That’s big cash from the 2-year-old fund. Just a few weeks ago, we talked about how U.S.

Artificial Inteligence 124

Artificial Inteligence Artificial Intelligence Generative AI Lambda 124

AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

Knowledge Base 121

Knowledge Base Artificial Inteligence Lambda Applications 121

AWS Machine Learning - AI

APRIL 18, 2024

Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges. In parallel, the AVM layer invokes a Lambda function to generate Terraform code. Solution overview The AWS Landing Zone deployment uses a Lambda function for generating Terraform scripts from architectural inputs.

AWS 116

AWS Applications Lambda Knowledge Base 116

O'Reilly Media - Ideas

DECEMBER 5, 2018

Artificial intelligence and machine learning. Artificial Intelligence for Robotics , January 24-25. Artificial Intelligence: Real-World Applications , January 31. Programming with Java Lambdas and Streams , January 22. Creating Serverless APIs with AWS Lambda and API Gateway , January 8.

Course 111

Course Artificial Inteligence Training Blockchain 111

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

AWS Machine Learning - AI

OCTOBER 11, 2024

Have AWS Serverless Application Model (AWS SAM) and Docker installed in your development environment to build AWS Lambda packages Create a Slack app and set up a channel Set up Slack: Create a Slack app from the manifest template, using the content of the slack-app-manifest.json file from the GitHub repository.

Cloud 88

Cloud AWS Serverless Policies 88

CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

AUGUST 21, 2024

The latest advances in generative artificial intelligence (AI) allow for new automated approaches to effectively analyze large volumes of customer feedback and distill the key themes and highlights. This bucket will have event notifications enabled to invoke an AWS Lambda function to process the objects created or updated.

Technical Review 115

Technical Review Software Review Systems Review Lambda 115

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 120

Artificial Inteligence Lambda Knowledge Base IoT 120

AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS. On submission, the WAFR review process is invoked by Amazon SQS , which queues the review request.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

AWS Machine Learning - AI

JULY 2, 2024

Knowledge bases effectively bridge the gap between the broad knowledge encapsulated within foundation models and the specialized, domain-specific information that businesses possess, enabling a truly customized and valuable generative artificial intelligence (AI) experience.

Knowledge Base 114

Knowledge Base Artificial Inteligence Lambda Authentication 114

TechCrunch

MAY 3, 2022

The modern architecture of databases makes this complicated, with information potentially distributed across Kubernetes containers, Lambda, ECS and EC2 and more.

Data 192

Data Artificial Inteligence Lambda Analytics 192

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Artificial Intelligence: An Overview of AI and Machine Learning , March 20. Next Generation Decision Making: Pragmatic Artificial Intelligence , March 20-21. Artificial Intelligence for Robotics , March 21-22. Artificial Intelligence: Real-World Applications , March 28. Blockchain.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud.

Systems Review 99

Systems Review Trends Engineering System 99

AWS Machine Learning - AI

FEBRUARY 6, 2024

The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. The response data is stored in DynamoDB.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

FEBRUARY 8, 2024

Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. Agents and Knowledge Bases for Amazon Bedrock are designed to build upon these resources, using Lambda-delivered business logic and customer data repositories stored in Amazon S3.

Knowledge Base 131

Knowledge Base Insurance Lambda AWS 131

AWS Machine Learning - AI

SEPTEMBER 4, 2024

The agent queries the product information stored in an Amazon DynamoDB table, using an API implemented as an AWS Lambda function. The agent uses an API backed by Lambda to get product information. Lastly, the Lambda function looks up product data from DynamoDB.

eCommerce 79

eCommerce Lambda Generative AI Artificial Inteligence 79