AWS Machine Learning - AI

SEPTEMBER 20, 2024

If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions. The Lambda function retrieves the API secrets securely from Secrets Manager, calls the appropriate search API, and processes the results.

Generative AI 106

Generative AI Lambda Applications AWS 106

AWS Machine Learning - AI

MARCH 7, 2025

This action invokes an AWS Lambda function to retrieve the document embeddings from the OpenSearch Service database and present them to Anthropics Claude 3 Sonnet FM, which is accessed through Amazon Bedrock. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add OTel and Honeycomb environment variables to your template configuration for your Lambda.

Lambda 52

Lambda AWS Data Serverless 52

AWS Machine Learning - AI

OCTOBER 2, 2024

You can securely integrate and deploy generative AI capabilities into your applications using services such as AWS Lambda , enabling seamless data management, monitoring, and compliance (for more details, see Monitoring and observability ). To learn more, see Log Amazon Bedrock API calls using AWS CloudTrail.

Generative AI 127

Generative AI Artificial Inteligence AWS Government 127

AWS Machine Learning - AI

AUGUST 15, 2024

The Content Designer AWS Lambda function saves the input in Amazon OpenSearch Service in a questions bank index. Amazon Lex forwards requests to the Bot Fulfillment Lambda function. Users can also send requests to this Lambda function through Amazon Alexa devices.

Artificial Inteligence 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

High Scalability

FEBRUARY 22, 2019

2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 PaulDJohnston : Lambda done badly is still better than Kubernetes done well.

Scalability 15

Scalability Internet Software Review Lambda 15

Linux Academy

DECEMBER 5, 2019

The article discusses several topics, such as how to find ideal timeout settings based upon latency metrics, retry methodologies (such as exponential backoff), and jitter considerations (and how this impacts retry methodology). Analysts can use familiar SQL constructs to JOIN data across multiple data sources.

AWS 19

AWS Artificial Inteligence Machine Learning Linux 19

AWS Machine Learning - AI

DECEMBER 6, 2023

When answering a new question in real time, the input question is converted to an embedding, which is used to search for and extract the most similar chunks of documents using a similarity metric, such as cosine similarity, and an approximate nearest neighbors algorithm. The search precision can also be improved with metadata filtering.

Artificial Inteligence 126

Artificial Inteligence Analytics Knowledge Base Lambda 126

CloudGeometry

FEBRUARY 7, 2022

Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct. Another essential benefit of identity in a tenant context is that it aids in capturing and analyzing events from logs & metrics. Let’s take a closer look.

Architecture 130

Architecture Policies Resources Construction 130

Stackery

DECEMBER 6, 2019

and the actual application services; in this case, a Lambda Function. tenant context, role, etc) Custom authorizer Lambda. The question is: “Isn’t a Lambda function a microservice itself ? The reality is: microservices exist as a concept for collective work and a Lambda just happens to emit 5-8 functions in an application.

Serverless 52

Serverless Lambda Microservices AWS 52

Mobilunity

MAY 2, 2025

Continuous Monitoring and Real-Time Analytics Implement monitoring solutions to continuously track key performance and cost metrics Use dashboards and reporting tools that provide real-time insights into your cloud spend, enabling timely interventions. EC2, S3, Lambda) that adapt to weekly and monthly patterns to minimize false positives.

Cloud 40

Cloud Google Cloud Systems Review Budget 40

The Programmer's Paradox

DECEMBER 22, 2011

For the first time, our species has manager to instantiate one of our previously abstract-only formal systems -- Turing machines and/or lambda calculus -- into a physical reality. One of the main tasks of software developers is to construct useful formal systems that solve problems for people working in informal ones.

System 40

System Construction Software Software Development 40

Tamnoon

APRIL 30, 2025

IAM policies respond to operational needs: spinning up a server, reading from a bucket, or invoking a Lambda. Simulate activities like CloudFormation stack updates that modify IAM roles, or Lambda functions invoking services across regions with different condition keys in play. Theyre tied to personas and workflows.

AWS 52

AWS Policies Software Review Resources 52

O'Reilly Media - Ideas

JANUARY 25, 2021

in 2008 and continuing with Java 8 in 2014, programming languages have added higher-order functions (lambdas) and other “functional” features. AWS Lambda) only change the nature of the beast. We don’t see that in our data, though there are certainly some metrics to say that artificial intelligence has stalled. FaaS, a.k.a.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

CIO

MARCH 12, 2025

For example, when it comes to complicated calculations that are frequently executed in succession, AWS Lambda proves to be more efficient and economical than Azure Functions. In the product development scenario mentioned above, for example, a Windows application in Azure triggers a Lambda service in AWS that performs the desired calculations.

Azure 136

Azure Weak Development Team Lambda AWS 136

AWS Machine Learning - AI

MARCH 11, 2025

This architecture uses different AWS Lambda Lambda is a serverless AWS compute service that runs event driven code and automatically manages the compute resources. The first Lambda function, DetectIngredients harnesses the power of Amazon Rekognition by using the Boto3 Python API.

Lambda 106

Lambda AWS Architecture Training 106

AWS Machine Learning - AI

OCTOBER 21, 2024

We also recommend that you get started using our Agent Blueprints construct. Either way, you can use the Amazon Bedrock console to quickly create a default AWS Lambda function to get started implementing your actions or tools. Building agents that run tasks requires function definitions and Lambda functions.

Generative AI 96

Generative AI Artificial Inteligence Applications AWS 96

AWS Machine Learning - AI

NOVEMBER 27, 2024

Players can choose from the following list of opponents: Generative AI models available on Amazon Bedrock Custom fine-tuned models deployed to Amazon Bedrock Chess engines Human opponents Random moves An infrastructure as code (IaC) approach was taken when constructing this project.

Artificial Inteligence 124

Artificial Inteligence IoT AWS Generative AI 124