ITB2015 - NoSQL For You And Me
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Come enter the exciting world of document databases. In this session, we will permeate you with all the knowledge needed to do document modeling, Couchbase NoSQL server setup, integrations and app building.
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This document provides an overview of OAuth and OpenID Connect specifications and grant types. It begins with introductions and defining key terms like tokens, scopes, and claims. It then explains the four main grant types - Authorization Code Flow, Implicit Flow, Resource Owner Password Flow, and Client Credentials Flow. The document notes extensions and recommends the Authorization Code Flow with PKCE for most use cases. It discusses related specifications around JSON Web Tokens, introspection, and revocation. It closes by emphasizing the need to understand which combination of specifications are required for a given implementation.
ITB_2023_Relationships_are_Hard_Data_modeling_with_NoSQL_Curt_Gratz.pdf
Some security vulnerabilities are more dangerous than others, or at least more commonly exploited. In this session, we'll look at the top 25 most dangerous software weaknesses and learn how to mitigate them in your CFML code.
Target Audience
Developers looking to learn when to use NoSQL databases over relational databases and who wonder how to model data for NoSQL
Assumed knowledge of the topic
Basic data modeling/database design principles
The objective of the topic
Learn data modeling with NoSQL databases, and how it differs from relational database data modeling., We will also look at good opportunities for using a NoSQL database and when a relational database is still the way to go. We will see why many NoSQL databases don’t pass the ACID (Atomicity, Consistency, Isolation, Durability) test on purpose and what this means to you, the developer.
ITB_2023_Extend_your_contentbox_apps_with_custom_modules_Javier_Quintero.pdf
In this session, you will learn how to extend and customize a ContentBox application. Get a deep understanding of leveraging custom modules and dynamic pages to create highly customized and engaging ContentBox apps.
Sometimes there are things that we need to customize to fill our business needs, and ContentBox allows you to create custom modules to take care of those special needs.
ITB_2023_25_Most_Dangerous_Software_Weaknesses_Pete_Freitag.pdf
Some security vulnerabilities are more dangerous than others, or at least more commonly exploited. In this session we'll look at the top 25 most dangerous software weaknesses and learn how to mitigate them in your CFML code.
ITB_2023_CBWire_v3_Grant_Copley.pdf
CBWIRE is a ColdBox module that makes building modern, reactive CFML apps a breeze without needing JavaScript frameworks such as Vue or React, and without the hassle of creating unnecessary APIs. In this session, we will learn CBWIRE, how to use it, and why you would want to. We also cover CBWIRE version 3, which brings a greatly simplified component syntax and many other requested features from the community.
Intended Audience
This session is intended for developers looking to build modern applications with less JavaScript. Attendees will need familiarity with ColdBox and CFML.
ITB_2023_Practical_AI_with_OpenAI_-_Grant_Copley_.pdf
In this session, we will explore various practical applications the OpenAI API. We will begin with an introduction to the API and an overview of its capabilities. Then, we will examine several examples of how the API can be used, including natural language processing, chatbots, content creation, and translation. We will also take a look at cbopenai, a new ColdBox module for working with OpenAI. We will discuss how to get started with the API, including setting up an account, selecting the appropriate API, and integrating it into existing workflows. We will also explore the limitations and considerations when using OpenAI, and discuss potential advancements in practical AI.
Intended Audience
Participants should have a basic understanding of programming concepts and experience working with APIs.
ITB_2023_When_Your_Applications_Work_As_a_Team_Nathaniel_Francis.pdf
A logistical look at microservice style applications created at scale from practical experience. Purpose is to present the strengths and purpose of microservice solutions to empower teams working with them or considering them for their projects. Technology will include JavaScript and Java solutions in examples. Hosting concerns will include self-hosted and cloud considerations. Some attention given to comparison to standard or monolith solutions, but not much. Q&A by design as part of this talk. Willing to refine the scope and focus to fit conference leadership preference.
Target Audience: developers, architects, managers, and teams working in or considering microservice architecture for their projects.
ITB_2023_Faster_Apps_That_Wont_Get_Crushed_Brian_Klaas.pdf
We all want our web apps and APIs to respond quickly and scale to dizzying heights of traffic. The traditional request/response cycle of web applications gets us part way to that goal, but it certainly won't get us to being the next Amazon. Asynchronous messaging is a powerful architectural pattern that will help us avoid fundamental problems with scaling while keeping our CFML apps fast and responsive. In this session, we'll look at how systems like Amazon's Simple Queue Service (SQS) and Simple Notification Service (SNS) - along with similar systems in Azure and Google Cloud Platform - can help you build highly responsive, highly scalable CFML apps and services.
ITB_2023_Chatgpt_Box_Scott_Steinbeck.pdf
Everyone has been hearing about Machine learning and AI for a while now, but recently, it exploded.
Like you, Ortus and the CFML Community have been playing with AI too, and one of the end results is ChatGPT Box.
AI is cool, and for some people scary, but a lot of people wonder if there is really any true value for us developers, or our businesses. In this session we’ll discuss what ChatGPT Box is, why we created it, what types of problems it solves, why we are using AI to solve those problems, and how we trained and tamed our own AI.
We will also touch on some of the science behind the scenes, to help you understand the moving parts, and how ChatGPT Box v1.0.0 is just a drop in the ocean of the possibilities, we’ll touch on some ideas we have, and in the end, using ChatGPT Box can make you a much more productive Ortusian Developer!
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BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
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ITB_2023_The_Many_Layers_of_OAuth_Keith_Casey_.pdf
ITB_2023_Relationships_are_Hard_Data_modeling_with_NoSQL_Curt_Gratz.pdf
ITB_2023_Relationships_are_Hard_Data_modeling_with_NoSQL_Curt_Gratz.pdf
ITB_2023_Extend_your_contentbox_apps_with_custom_modules_Javier_Quintero.pdf
ITB_2023_Extend_your_contentbox_apps_with_custom_modules_Javier_Quintero.pdf
ITB_2023_25_Most_Dangerous_Software_Weaknesses_Pete_Freitag.pdf
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Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Taking AI to the Next Level in Manufacturing.pdf
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
UiPath Test Automation using UiPath Test Suite series, part 6
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Full-RAG: A modern architecture for hyper-personalization
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Choosing The Best AWS Service For Your Website + API.pptx
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
“I’m still / I’m still / Chaining from the Block”
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
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OpenID AuthZEN Interop Read Out - Authorization
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Infrastructure Challenges in Scaling RAG with Custom AI models
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Removing Uninteresting Bytes in Software Fuzzing
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Best 20 SEO Techniques To Improve Website Visibility In SERP
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Video Streaming: Then, Now, and in the Future
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Artificial Intelligence for XMLDevelopment
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Generating privacy-protected synthetic data using Secludy and Milvus
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
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ITB2015 - NoSQL For You And Me
- 1. NoSQL for you and me by: Brad Wood and Curt Gratz
- 2. History #noSQL (Johan Oskarsson meeting) Buzz word Standards What does it mean?
- 3. History Characteristics non-relational open-source (some) cluster-friendly (some) 21st Century schema less
- 6. No more ACID Atomicity - All or Nothing (transactions) Consistency - data is never violated (constraints. validation, etc) Isolation - operations must not see data from other non-finished operations(locks) Durability - state of data is persisted when operation finishes (server crash protection)
- 7. Normalisation Less data duplication Less storage space Higher data consistency/integrity Easy to query Updates are EASY
- 9. Denormalisation Minimize the need for joins Reduce the number of indexes Reduce the number of relationships Updates are harder (slower)
- 12. Making a mental shift In SQL we tend to want to avoid hitting the database as much as possible We know that it's costly when tying up connection pools and overloading db servers Even with indexing SQL still gets bogged down by complex joins and huge indexes In noSQL gets and sets ARE FAST, and not a bottleneck, this is hard for many people to accept and absorb at first
- 13. Making a mental shift Denormalization takes getting used to Data integrity Schema changes are easy