This document provides an overview of testing Puppet modules using Beaker and related tools. It demonstrates generating a test Puppet module, installing necessary tools like Bundler and the Puppet module skeleton, and running the initial tests. The document recommends further resources for learning more about Beaker and testing Puppet code.
London Hashicorp Meetup #8 - Testing Programmable Infrastructure By Matt LongOpenCredo
With Hashicorp tools like Terraform, Packer and Vagrant, programmable infrastructure is reaching widespread adoption. However, although automated testing of software is becoming ever more common, the same cannot be said with testing programmable infrastructure. With microservices making our deployments more and more complex, we can no longer afford to ignore this type of testing. This talk will cover some experiences we have had testing the programmable infrastructure of complex applications, especially Terraform, and the lessons we have learned.
Test-Driven Infrastructure with Puppet, Test Kitchen, Serverspec and RSpecMartin Etmajer
The goal of Continuous Delivery is, briefly, to get features into your users' or customers' hands as quickly and confidently as possible. In order to succeed, Development and Operations teams need to align and come up with both working and deployable software in short, regular intervals. Chef, Puppet, Ansible & Co. enable teams to code up application runtime environments, but alone do not allow for building quality into their processes. In this presentation I will show how you can apply the "Red, Green, Refactor Cycle" of Test-Driven Development and combine it with your configuration management or orchestration tool of choice in order to come up with better infrastructure that can automatically be tested using Puppet, Test Kitchen, Docker, Serverspec and RSpec.
London Hashicorp Meetup #8 - Testing Programmable Infrastructure By Matt LongOpenCredo
With Hashicorp tools like Terraform, Packer and Vagrant, programmable infrastructure is reaching widespread adoption. However, although automated testing of software is becoming ever more common, the same cannot be said with testing programmable infrastructure. With microservices making our deployments more and more complex, we can no longer afford to ignore this type of testing. This talk will cover some experiences we have had testing the programmable infrastructure of complex applications, especially Terraform, and the lessons we have learned.
Test-Driven Infrastructure with Puppet, Test Kitchen, Serverspec and RSpecMartin Etmajer
The goal of Continuous Delivery is, briefly, to get features into your users' or customers' hands as quickly and confidently as possible. In order to succeed, Development and Operations teams need to align and come up with both working and deployable software in short, regular intervals. Chef, Puppet, Ansible & Co. enable teams to code up application runtime environments, but alone do not allow for building quality into their processes. In this presentation I will show how you can apply the "Red, Green, Refactor Cycle" of Test-Driven Development and combine it with your configuration management or orchestration tool of choice in order to come up with better infrastructure that can automatically be tested using Puppet, Test Kitchen, Docker, Serverspec and RSpec.
Many IT operations teams are used to managing infrastructure manually or with simple one-off scripts. This manual work and lack of verifiable behavior results in many issues and in uncertainty. In software development, Test Driven Development (TDD) is well recognized for improving design, increasing code quality, and allowing refactoring and better knowledge sharing.
Similar benefits can be gained in infrastructure projects when infrastructure is treated as code, driving that code development with tests. Configuration management tools such as Chef and Puppet allow infrastructure to be easily described as code and provide a complete support to introduce and run tests. This can allow development and operations teams to collaborate and confidently deliver working infrastructure code.
Infrastructure testing with Jenkins, Puppet and Vagrant - Agile Testing Days ...Carlos Sanchez
Extend Continuous Integration to automatically test your infrastructure.
Continuous Integration can be extended to test deployments and production environments, in a Continuous Delivery cycle, using infrastructure-as-code tools like Puppet, allowing to manage multiple servers and their configurations, and test the infrastructure the same way continuous integration tools do with developers’ code.
Puppet is an infrastructure-as-code tool that allows easy and automated provisioning of servers, defining the packages, configuration, services, … in code. Enabling DevOps culture, tools like Puppet help drive Agile development all the way to operations and systems administration, and along with continuous integration tools like Jenkins, it is a key piece to accomplish repeatability and continuous delivery, automating the operations side during development, QA or production, and enabling testing of systems configuration.
Using Vagrant, a command line automation layer for VirtualBox, we can easily spin off virtual machines with the same configuration as production servers, run our test suite, and tear them down afterwards.
We will show how to set up automated testing of an application and associated infrastructure and configurations, creating on demand virtual machines for testing, as part of your continuous integration process.
Testing for Ops: Going Beyond the Manifest - PuppetConf 2013Puppet
"Testing for Ops: Going Beyond the Manifest" by Christopher Webber, Infrastructure Engineer, Demand Media.
Presentation Overview: This talk aims to show the value of rspec-puppet for those who come from a more Ops-centric background. The focus will be on using tests to go beyond just rewriting manifests in rspec. Instead the focus will be on scenarios like: - Are the baseline security measures in place? - Do the differences between dev and prod get reflected? - Are the config elements that are core to the application present? In addition, tests will help to be a place to help document the oddities of our configurations and ensuring that minor changes don't result in catastrophe.
Speaker Bio: After beginning his career at UC Riverside supporting enterprise operations and bioinformatics research, Chris is now rocking being an infrastructure engineer at Demand Media in Santa Monica. He currently supports large high-traffic sites like eHow.com, LiveSTRONG.com, and Cracked.com. Chris enjoys attending local meetups, writing new Puppet modules, and creating small tools to make his team's lives a little easier. Find him on Twitter as @cwebber.
Bootstrapping Puppet and Application Deployment - PuppetConf 2013Puppet
"Bootstrapping Puppet and Application Deployment" by Robert de Macedo Soares, Application Security Engineer, BusinessWire.
Presentation Overview: A dive into the problems faced when first launching Puppet across existing, heterogeneous servers, outlining possible solutions using our experience as an example. In addition, this session will touch on application management and deployment using subversion and rake tasks, what works and what is a little rough around the edges.
Speaker Bio: Robert is an engineer who has spent the past several years attempting to automate away the need for the work that he does. Focusing on server automation and security work for BusinessWire, Robert also develops web services such as tee.ms, a chat service, and designs and develops games. Trism, which he co-designed, was nominated for Cellular Game of the Year by the Academy of Interactive Arts & Sciences in the 2009 Interactive Achievement Awards.
In recent years there has been a tremendous amount of progress and innovation around tools and applications available to web developers that improve the quality, efficiency and speed of our applications, and it is hard to keep up with all of it.
Symfony Live NYC 2014 - Rock Solid Deployment of Symfony AppsPablo Godel
Web applications are becoming increasingly more complex, so deployment is not just transferring files with FTP anymore. We will go over the different challenges and how to deploy our PHP applications effectively, safely and consistently with the latest tools and techniques. We will also look at tools that complement deployment with management, configuration and monitoring.
Towards Continuous Deployment with DjangoRoger Barnes
It's no secret that python is fantastic when it comes to rapid prototyping and development. When it comes to deploying a web application, the road to glory isn't as well paved and navigating the array of techniques and tools can be daunting.
This talk will address the advantages of continuous deployment, the success factors involved and the tools available, mainly focusing on experiences with Django web development.
My talk from DevOpsCon Berlin 2016.
Ansible is a radically simple and lightweight provisioning framework which makes your servers and applications easier to provision and deploy. By orchestrating your application deployments you gain benefits such as documentation as code, testability, continuous integration, version control, refactoring, automation and autonomy of your deployment routines, server and application configuration. Ansible uses a language that approaches plain English, uses SSH and has no agents to install on remote systems. It is the simplest way to automate and orchestrate application deployment, configuration management and continuous delivery.
In this tutorial you will be given an introduction to Ansible and learn how to provision Linux servers with a web-proxy, a database and some other packages. Furthermore we will automate zero downtime deployment of a Java application to a load balanced environment.
Many IT operations teams are used to managing infrastructure manually or with simple one-off scripts. This manual work and lack of verifiable behavior results in many issues and in uncertainty. In software development, Test Driven Development (TDD) is well recognized for improving design, increasing code quality, and allowing refactoring and better knowledge sharing.
Similar benefits can be gained in infrastructure projects when infrastructure is treated as code, driving that code development with tests. Configuration management tools such as Chef and Puppet allow infrastructure to be easily described as code and provide a complete support to introduce and run tests. This can allow development and operations teams to collaborate and confidently deliver working infrastructure code.
Infrastructure testing with Jenkins, Puppet and Vagrant - Agile Testing Days ...Carlos Sanchez
Extend Continuous Integration to automatically test your infrastructure.
Continuous Integration can be extended to test deployments and production environments, in a Continuous Delivery cycle, using infrastructure-as-code tools like Puppet, allowing to manage multiple servers and their configurations, and test the infrastructure the same way continuous integration tools do with developers’ code.
Puppet is an infrastructure-as-code tool that allows easy and automated provisioning of servers, defining the packages, configuration, services, … in code. Enabling DevOps culture, tools like Puppet help drive Agile development all the way to operations and systems administration, and along with continuous integration tools like Jenkins, it is a key piece to accomplish repeatability and continuous delivery, automating the operations side during development, QA or production, and enabling testing of systems configuration.
Using Vagrant, a command line automation layer for VirtualBox, we can easily spin off virtual machines with the same configuration as production servers, run our test suite, and tear them down afterwards.
We will show how to set up automated testing of an application and associated infrastructure and configurations, creating on demand virtual machines for testing, as part of your continuous integration process.
Testing for Ops: Going Beyond the Manifest - PuppetConf 2013Puppet
"Testing for Ops: Going Beyond the Manifest" by Christopher Webber, Infrastructure Engineer, Demand Media.
Presentation Overview: This talk aims to show the value of rspec-puppet for those who come from a more Ops-centric background. The focus will be on using tests to go beyond just rewriting manifests in rspec. Instead the focus will be on scenarios like: - Are the baseline security measures in place? - Do the differences between dev and prod get reflected? - Are the config elements that are core to the application present? In addition, tests will help to be a place to help document the oddities of our configurations and ensuring that minor changes don't result in catastrophe.
Speaker Bio: After beginning his career at UC Riverside supporting enterprise operations and bioinformatics research, Chris is now rocking being an infrastructure engineer at Demand Media in Santa Monica. He currently supports large high-traffic sites like eHow.com, LiveSTRONG.com, and Cracked.com. Chris enjoys attending local meetups, writing new Puppet modules, and creating small tools to make his team's lives a little easier. Find him on Twitter as @cwebber.
Bootstrapping Puppet and Application Deployment - PuppetConf 2013Puppet
"Bootstrapping Puppet and Application Deployment" by Robert de Macedo Soares, Application Security Engineer, BusinessWire.
Presentation Overview: A dive into the problems faced when first launching Puppet across existing, heterogeneous servers, outlining possible solutions using our experience as an example. In addition, this session will touch on application management and deployment using subversion and rake tasks, what works and what is a little rough around the edges.
Speaker Bio: Robert is an engineer who has spent the past several years attempting to automate away the need for the work that he does. Focusing on server automation and security work for BusinessWire, Robert also develops web services such as tee.ms, a chat service, and designs and develops games. Trism, which he co-designed, was nominated for Cellular Game of the Year by the Academy of Interactive Arts & Sciences in the 2009 Interactive Achievement Awards.
In recent years there has been a tremendous amount of progress and innovation around tools and applications available to web developers that improve the quality, efficiency and speed of our applications, and it is hard to keep up with all of it.
Symfony Live NYC 2014 - Rock Solid Deployment of Symfony AppsPablo Godel
Web applications are becoming increasingly more complex, so deployment is not just transferring files with FTP anymore. We will go over the different challenges and how to deploy our PHP applications effectively, safely and consistently with the latest tools and techniques. We will also look at tools that complement deployment with management, configuration and monitoring.
Towards Continuous Deployment with DjangoRoger Barnes
It's no secret that python is fantastic when it comes to rapid prototyping and development. When it comes to deploying a web application, the road to glory isn't as well paved and navigating the array of techniques and tools can be daunting.
This talk will address the advantages of continuous deployment, the success factors involved and the tools available, mainly focusing on experiences with Django web development.
My talk from DevOpsCon Berlin 2016.
Ansible is a radically simple and lightweight provisioning framework which makes your servers and applications easier to provision and deploy. By orchestrating your application deployments you gain benefits such as documentation as code, testability, continuous integration, version control, refactoring, automation and autonomy of your deployment routines, server and application configuration. Ansible uses a language that approaches plain English, uses SSH and has no agents to install on remote systems. It is the simplest way to automate and orchestrate application deployment, configuration management and continuous delivery.
In this tutorial you will be given an introduction to Ansible and learn how to provision Linux servers with a web-proxy, a database and some other packages. Furthermore we will automate zero downtime deployment of a Java application to a load balanced environment.
Manage your Windows Infrastructure with Puppet Bolt - August 26 - 2020Puppet
This two-hour workshop will focus on the following:
Improving operational efficiency for managing Windows infrastructure
Applying configuration baselines to Windows Server and IIS web servers
Utilizing PowerShell and Bolt to automate day to day management tasks
What's Bolt? Puppet Bolt is the easiest way to get started with DevOps and does not require Puppet knowledge. During this workshop you will utilize WinRM or SSH to communicate with your server environments.
You will leave this workshop with a working knowledge of Bolt, and your laptop equipped to start tackling automation challenges across your organization.
Chef vs Puppet vs Ansible vs SaltStack | Configuration Management Tools Compa...Edureka!
This DevOps Tutorial takes you through what is Configuration Management all about and basic concepts of Infrastructure as code. It also compares the four most widely used Configuration Management tools i.e. Chef, Puppet, Ansible and SaltStack.
Check our complete DevOps YouTube playlist here: http://goo.gl/O2vo13
DevOps Tutorial Blog Series here: https://goo.gl/P0zAfF
Building a private CI/CD pipeline with Java and Docker in the Cloud as presen...Baruch Sadogursky
A private Java (Maven or Gradle) repository as a service can be setup in the cloud. A private Docker registry as a service can be easily setup in the cloud. But what if you want to build a holistic CI/CD pipeline, and on the cloud of YOUR choice?
In this talk Baruch will take you through steps of setting up a universal artifact repository, which can serve for both Java and Docker. You’ll learn how to build a CI/CD pipeline with traceable metadata from the Java source files all the way to Docker images. Amazon, Azure, and Google Cloud (do you have setup that works on these?) will be used as an example although the recipes shown would be applicable to other cloud as well.
Puppet getting started will show the different components used in puppet environments, starting with facter and puppet to different webinterfaces like puppet enterprise console and foreman. It will also cover an exemplary design for scaling the puppet master and for development livecycle of modules. Furthermore an example for design of modules will be given.
Drupal VM for Drupal 8 Dev - MidCamp 2017Jeff Geerling
These slides were used in my presentation "Developing for Drupal 8 with Drupal VM", given at MidCamp in Chicago, IL on 2017-04-01.
Learn how to build a modern Drupal 8 website using Composer and Drupal VM for local and prod!
Leveraging Docker for Hadoop build automation and Big Data stack provisioningDataWorks Summit
Apache Bigtop as an open source Hadoop distribution, focuses on developing packaging, testing and deployment solutions that help infrastructure engineers to build up their own customized big data platform as easy as possible. However, packages deployed in production require a solid CI testing framework to ensure its quality. Numbers of Hadoop component must be ensured to work perfectly together as well. In this presentation, we'll talk about how Bigtop deliver its containerized CI framework which can be directly replicated by Bigtop users. The core revolution here are the newly developed Docker Provisioner that leveraged Docker for Hadoop deployment and Docker Sandbox for developer to quickly start a big data stack. The content of this talk includes the containerized CI framework, technical detail of Docker Provisioner and Docker Sandbox, a hierarchy of docker images we designed, and several components we developed such as Bigtop Toolchain to achieve build automation.
DockerCon EU 2015 in Barcelona
Practical tips for using Docker to run tests during development, CI/CD, and different strategies for speeding up the run of your test suite by using parallel pipelines in containers.
The jet tool used to demonstrate parallel testing is available here: https://codeship.com/documentation/docker/installation/
2016 - Easing Your Way Into Docker: Lessons From a Journey to Productiondevopsdaysaustin
Presentation by Steve Woodruff
The story of how SpareFoot broke up its monolithic application into micro services, deployed Docker into production, and established a "contract" between Dev and Ops.
Similar to Workshop: Know Before You Push 'Go': Using the Beaker Acceptance Test Framework to Test Your Puppet Module Infrastructure - PuppetConf 2014 (20)
Automating it management with Puppet + ServiceNowPuppet
As the leading IT Service Management and IT Operations Management platform in the marketplace, ServiceNow is used by many organizations to address everything from self service IT requests to Change, Incident and Problem Management. The strength of the platform is in the workflows and processes that are built around the shared data model, represented in the CMDB. This provides the ‘single source of truth’ for the organization.
Puppet Enterprise is a leading automation platform focused on the IT Configuration Management and Compliance space. Puppet Enterprise has a unique perspective on the state of systems being managed, constantly being updated and kept accurate as part of the regular Puppet operation. Puppet Enterprise is the automation engine ensuring that the environment stays consistent and in compliance.
In this webinar, we will explore how to maximize the value of both solutions, with Puppet Enterprise automating the actions required to drive a change, and ServiceNow governing the process around that change, from definition to approval. We will introduce and demonstrate several published integration points between the two solutions, in the areas of Self-Service Infrastructure, Enriched Change Management and Automated Incident Registration.
Simplified Patch Management with Puppet - Oct. 2020Puppet
Does your company struggle with patching systems? If so, you’re not alone — most organizations have attempted to solve this issue by cobbling together multiple tools, processes, and different teams, which can make an already complicated issue worse.
Puppet helps keep hosts healthy, secure and compliant by replacing time-consuming and error prone patching processes with Puppet’s automated patching solution.
Join this webinar to learn how to do the following with Puppet:
Eliminate manual patching processes with pre-built patching automation for Windows and Linux systems.
Gain visibility into patching status across your estate regardless of OS with new patching solution from the PE console.
Ensure your systems are compliant and patched in a healthy state
How Puppet Enterprise makes patch management easy across your Windows and Linux operating systems.
Presented by: Margaret Lee, Product Manager, Puppet, and Ajay Sridhar, Sr. Sales Engineer, Puppet.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath