AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A user sends a question (NLQ) as a JSON event.

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AWS Lambda Performance Artificial Inteligence 128

AWS Machine Learning - AI

SEPTEMBER 24, 2024

A CloudFormation stack to create an Amazon Lex bot and an AWS Lambda fulfillment function, which implement the core Retrieval Augmented Generation (RAG) question answering capability. This is where the content for the demo solution will be stored. For the demo solution, choose the default ( Claude V3 Sonnet ). Choose Next.

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AWS Machine Learning - AI

DECEMBER 22, 2023

Solution code and deployment assets can be found in the GitHub repository. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details. The schema allows the agent to reason around the function of each API.

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Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

MARCH 20, 2025

Amazon Bedrock also allows you to choose various models for different use cases, making it an obvious choice for the solution due to its flexibility. To demo the human-in-the-loop UI, follow the instructions in the GitHub repo. Its value comes from its simple integration into existing pipelines and various evaluation frameworks.

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AWS Machine Learning - AI

MARCH 19, 2024

The generation of different responses for a given prompt is possible due to the use of a stochastic, rather than greedy, decoding strategy. We use Cohere Command and AI21 Labs Jurassic-2 Mid for this demo. The resulting Amazon S3 events trigger a Lambda function that inserts a message to an SQS queue. Lambda function B.

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Performance Lambda Technical Review AWS 129

AWS Machine Learning - AI

OCTOBER 14, 2024

In this post, we demonstrate how to design fine-grained access controls using Verified Permissions for a generative AI application that uses Amazon Bedrock Agents to answer questions about insurance claims that exist in a claims review system using textual prompts as inputs and outputs.

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Perficient

DECEMBER 2, 2022

It would take way too long to do a comprehensive review of all available solutions, so in this first part, I’m just going to focus on AWS, Azure – as the leading cloud providers – as well as hybrid-cloud approaches using Kubernetes. You can also bring your own hardware and software. AWS Sitewise Edge – Source: AWS.

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IoT Systems Review Industry Software Review 69

Hypergrid

FEBRUARY 15, 2019

It’s the ultimate value proposition to a developer – upload your code to the cloud, let it run and only pay for the resources consumed at runtime! While AWS Lambda isn’t the only FaaS platform, it is certainly where we see a lot of early adoption by enterprises. Cost Management for AWS Lambda.

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Lambda Serverless AWS Weak Development Team 40

Kaseya

MAY 13, 2021

A cloud service provider generally establishes public cloud platforms, manages private cloud platforms and/or offers on-demand cloud computing services such as: Infrastructure-as-a-Service (IaaS) Software-as-a-Service (SaaS) Platform-as-a-Service (PaaS) Disaster Recovery-as-a-Service (DRaaS). Request a demo today! Greater Security.

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Google Cloud Azure AWS Cloud 122

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Overprivileged IAM Roles AWS IAM (Identity and Access Management) roles define what resources a Lambda function can access and are crucial to AWS security.

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Serverless AWS Lambda How To 52

LeanEssays

JULY 14, 2019

Lean was introduced to software a couple of decades ago. The Nature of Software “Do not go where the path may lead, go instead where there is no path and leave a trail” -- Ralph Waldo Emerson It’s May 27, 1997. I show that these models derive from opposing assumptions about the nature of the software-debugging task.

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Software Review Software Engineering Weak Development Team Continuous Delivery 91

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

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Serverless Lambda AWS Software Review 52

AWS Machine Learning - AI

DECEMBER 6, 2023

In Part 1, we review the RAG design pattern and its limitations on analytical questions. Part 1: RAG limitations and solution overview In this section, we review the RAG design pattern and discuss its limitations on analytical questions. Choose the link with the following format to open the demo: [link].

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Prisma Clud

OCTOBER 9, 2024

With that said, Prisma Cloud’s Code to Cloud platform includes a set of modules that can help identify these misconfigurations so you can "stay ahead of the bad guys." While these default IAM roles facilitate functionality, they can introduce security risks due to their broad access permissions, if not properly managed.

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Lambda AWS Artificial Inteligence Policies 52

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

Serverless 40

Serverless Lambda AWS Software Review 40

Netlify

JULY 15, 2020

If you’re a keen bean and would like to see a fully finished demo blog I’ve created an example of how react-svg-bubble-slider could be used to add reactions to a Gatsby blog, using Fauna for the backend and Netlify Functions and apollo-server-lambda to handle the data requests. Demo Blog: [link]. Source Code: [link].

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Software Review Lambda Examples Open Source 55

Confluent

APRIL 30, 2019

Full code on GitHub. Note that the MappingProcessor and FilteringProcessor code is omitted here for clarity. Full code on GitHub. Full code on GitHub. Full code on GitHub. Below shows how this simple application can be written with the Processor API: final Topology topology = new Topology(); topology. of(Duration.

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Applications Construction Software Review Examples 91

Saviynt

JANUARY 7, 2020

RPAs are code driven, robotic processes that “mimic” human user repetitive activities and are easy to use, often with a low-code or no-code implementation. APIs are pervasive, often providing access to public cloud and Software-as-a-Service applications. AWS Lambda and Azure Functions offer examples of this challenge.

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Software Review Technical Review Compliance Government 9

Tenable

FEBRUARY 12, 2024

not breaking anything) entails acquiring intimate knowledge of the architecture in which the identity using the principal operates and the functions it performs, and probably reviewing the CloudTrail logs to see firsthand what resources are actually being used. Not only that, making these edits in an effective and responsible manner (i.e.

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Software Review Technical Review Policies AWS 62

The Agile Monkey

OCTOBER 30, 2019

Designing a more approachable Serverless experience By The Agile Monkeys ’ innovation team: Javier Toledo , Álvaro López Espinosa , & Nick Tchayka , with reviews and contributions from many other people in our company. The whole infrastructure is inferred from code on deploy time, so you can focus on your business logic.

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Serverless Software Review Technical Review Architecture 20

DataRobot

FEBRUARY 2, 2023

This is proprietary source code of DataRobot, Inc. versions = dr.CustomModelVersion.list(custom_model.id) sorted_versions = sorted(versions, key=lambda v: v.label) latest_version = sorted_versions[-1] print("Building the execution environment with dependency packages.") Codes > 0 are errors to the shell.

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AWS Machine Learning - AI

AUGUST 27, 2024

On the Review and create page, select I acknowledge that AWS CloudFormation might create IAM resources , then choose Submit. The Web Crawler is unable to sync – If you used a starting point URL different from this post and the Web Crawler can’t sync, it might be due to permissions. Run sample queries to test the solution. Choose Next.

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Authentication AWS Artificial Inteligence Groups 86

Lacework

JULY 19, 2022

300: advanced sessions that explore more complex topics and often include code samples and demos. Session levels provide guidelines that help you plan the sessions you’ll attend and which ones you might want to flag for later review. The first ever session with AWS Lambda, “ Getting Started with AWS Lambda ”, by Tim Wagner.

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AWS Conference Technical Review Lambda 52

Modus Create

APRIL 19, 2022

Most popular cloud providers are supported, such as AWS Lambda, Cloudflare, Vercel, or a custom Express server. In fact, front-end developers might not even notice that parts of their code, like form actions, are executed on the server. Caching efficiency is improved due to increased fragmentation.

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Serverless Software Review Systems Review Video 40

LaunchDarkly

SEPTEMBER 20, 2019

Unfortunately at this scale, it’s always interesting to watch demos. It can be network latency, network flapping, buggy software. Our Chaos Monkey was like a Python script in AWS Lambda. There’s just a lot of lack of diligence, is what I’d call it, in our services. It’s not good software.

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Engineering Weak Development Team Development Team Review Testing 9

TechCrunch

FEBRUARY 5, 2021

Demo days at startup accelerators are a pretty big deal around here. These events aren’t just a chance to review the latest cohort of hopeful entrepreneurs — they also showcase the technology, products and services that will compete for VC and consumer attention over the next few years. That startup was DoorDash, by the way.

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Windows Technical Review Education Software Review 282

Apiumhub

SEPTEMBER 10, 2023

Like with most aspects of software engineering, whether to go serverless is a sensible idea depends on your circumstances. In this quick demo, we will build a simple Go serverless function and deploy it to Vercel. Introduction to Serverless with AWS Lambda in C#, NDC London 2023. Parsons, R., Building Evolutionary Architectures.

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Serverless .Net Architecture AWS 101

Stackery

SEPTEMBER 16, 2019

If messages arrive in the DLQ, you can analyze what might have caused the error by reviewing any relevant logs, making changes to your stack, and running a redrive function to retry those messages. I found lots of information about dead letter queues, but no examples that demoed a redrive function to retry those failed messages.

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Software Review Serverless AWS Architecture 15

Abhishek Tiwari

NOVEMBER 3, 2018

Unfortunately, due to the lack of a good developer experience (DX) total cost of ownership of a traditional CMS and implementation failure rate remains all-time high. In addition, traditional CMS solutions lack integration with modern software stack, cloud services, and software delivery pipelines.

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Systems Review System Microservices Software Review 63

Honeycomb

JANUARY 5, 2021

My purpose as a Developer Advocate is to help software teams with their work, and that work can have positive ripple effects. Every Friday we have demo day and it’s the highlight of my week. No Q4 code freezes for us. Did you miss our weekly live demo this year? no oversharing or prying). Engineering. No worries!

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Part-Time VPE Technical Review Engineering Software Review 59

Honeycomb

JANUARY 5, 2021

My purpose as a Developer Advocate is to help software teams with their work, and that work can have positive ripple effects. Every Friday we have demo day and it’s the highlight of my week. No Q4 code freezes for us. Did you miss our weekly live demo this year? no oversharing or prying). Engineering. No worries!

Part-Time VPE 52

Part-Time VPE Technical Review Engineering Software Review 52

AWS Machine Learning - AI

NOVEMBER 27, 2024

For enterprises in the realm of cloud computing and software development, providing secure code repositories is essential. This solution demonstrates how Amazon Bedrock Agents can be configured to scan a specific code repository, remediate vulnerabilities, and push the changes to a new branch.

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AWS Machine Learning - AI

MARCH 31, 2025

Unlike traditional software, which follows pre-defined rules, AI agents can operate independently, learn from their environment, adapt to changing conditions, and make contextual decisions. Agentic systems, on the other hand, are designed to bridge this gap by combining the flexibility of context-aware systems with domain knowledge.

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Systems Review System Artificial Inteligence Software Review 139

AWS Machine Learning - AI

NOVEMBER 20, 2024

We explain how they embedded Amazon Q Business web experience in their web application with low code, so they could focus on creating a rich AI experience for their customers. We strongly recommend human-in-the-loop review for critical decisions. Mark43 is committed to the responsible use of AI.

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AWS Machine Learning - AI

NOVEMBER 27, 2024

Solution overview The chess demo uses a broad spectrum of AWS services to create an interactive and engaging gaming experience. The following architecture diagram illustrates the service integration and data flow in the demo. The demo offers a few gameplay options.

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AWS Machine Learning - AI

APRIL 24, 2025

Converting the logical meaning of these user queries into a database query can lead to overly long and complex SQL queries due to the original design of the data schema. This step allows for rapid and precise feedback to the user when a resource cant be resolved to an identifier (for example, due to ambiguity).

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Artificial Inteligence Enterprise Generative AI Technical Review 99