How to Use BigBlueButton? BigBlueButton Tutorial - Step by Step3E Software Solutions
This document provides an overview of the features and functionality available in the BigBlueButton web conferencing system. It describes the login process, how to start a meeting and invite participants, as well as various in-meeting tools like breakout rooms, chat, screen sharing, polling, recording and more. The document is intended to help users get started with using BigBlueButton and understand its full capabilities. It also includes a disclaimer that the company offering this guide, 3E Software Solutions, provides BigBlueButton services but is not affiliated with or endorsed by BigBlueButton Inc.
Mobile learning (m-learning) is education via the Internet or network using personal mobile devices, such as tablets and smartphones to obtain learning materials through mobile apps, social interactions and online educational hubs. It is flexible, allowing students access to education anywhere, anytime.
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
We have a specialized niche in building customized LMS solutions catering to the requirements of different industry segments. Our team got expertise in Advanced level Moodle customizations, Reporting & Analytics (including Learning Analytics), integrations (ERP, SSO, Enterprise Applications with customizations to Moodle) with advanced level Autoscaling deployments along with deep level Moodle implementation knowledge
https://www.3esofttech.com/profile/3E-LMS-Capabilities.pdf
Visualizing helps in providing an experience that the learner is able to acquire more knowledge and skillsets than in classroom learning.
Take a look at this infographic to know the Importance and Benefits video-based learning
9 Must Have Features Of Corporate LMS -
Mobilelearning
InstructorLedTraining
videobasedlearning
Microlearning
Gamebasedlearning (Gamification)
Security
Integrations with other platforms
Data Insights & Analytics
Customizable designs
Choice of buying an #LMS for your organization is something that cannot be decided on a single day. Yet, which one would you like to choose as priority? A budget software or featured one, depends completely on you choice. Follow this infographic to know why Open-source dominates over the proprietary LMS solutions.
How to Use BigBlueButton? BigBlueButton Tutorial - Step by Step3E Software Solutions
This document provides an overview of the features and functionality available in the BigBlueButton web conferencing system. It describes the login process, how to start a meeting and invite participants, as well as various in-meeting tools like breakout rooms, chat, screen sharing, polling, recording and more. The document is intended to help users get started with using BigBlueButton and understand its full capabilities. It also includes a disclaimer that the company offering this guide, 3E Software Solutions, provides BigBlueButton services but is not affiliated with or endorsed by BigBlueButton Inc.
Mobile learning (m-learning) is education via the Internet or network using personal mobile devices, such as tablets and smartphones to obtain learning materials through mobile apps, social interactions and online educational hubs. It is flexible, allowing students access to education anywhere, anytime.
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
We have a specialized niche in building customized LMS solutions catering to the requirements of different industry segments. Our team got expertise in Advanced level Moodle customizations, Reporting & Analytics (including Learning Analytics), integrations (ERP, SSO, Enterprise Applications with customizations to Moodle) with advanced level Autoscaling deployments along with deep level Moodle implementation knowledge
https://www.3esofttech.com/profile/3E-LMS-Capabilities.pdf
Visualizing helps in providing an experience that the learner is able to acquire more knowledge and skillsets than in classroom learning.
Take a look at this infographic to know the Importance and Benefits video-based learning
9 Must Have Features Of Corporate LMS -
Mobilelearning
InstructorLedTraining
videobasedlearning
Microlearning
Gamebasedlearning (Gamification)
Security
Integrations with other platforms
Data Insights & Analytics
Customizable designs
Choice of buying an #LMS for your organization is something that cannot be decided on a single day. Yet, which one would you like to choose as priority? A budget software or featured one, depends completely on you choice. Follow this infographic to know why Open-source dominates over the proprietary LMS solutions.
Mobile learning a.k.a mLearning is convenient in that it is accessible from virtually anywhere, You can do interaction with the multiple Context across the globe through Mobile devices. Here you can see statistics of mLearning in upcoming years
Augmented Reality adds digital elements on a mobile camera to experience a live view of the world.
Virtual Reality is an interactive computer-generated experience taking place within a simulated environment.
US corporate training expenses significantly increased in 2017, rising 32.5% to $90.6 billion. Expenses like travel, facilities, equipment, and accommodation costs rose from $26.1 billion to $44.5 billion. Additionally, employee disengagement in training and development is estimated to cost US companies $500 billion annually in losses. Poor training also leads to high employee turnover, with 40% of employees leaving their company within the first year. The e-learning market is projected to exceed $200 billion by 2024 as more companies adopt bring-your-own-device policies to allow training access on employee devices without time restrictions.
Mobile App has broken the barrier of classroom learning by enabling location based mobile learning.
>It enables students to learn on the go.
>Enables them provide Point of Sale Platform for their Products (eLearning Content).
>Creates additional revenue generation channels through online customer registrations, delivering the Courses online or through blended learning practices
>eCommerce business with a vertical focus on providing MarketPlace for eLearning Content Vendors, be it Individuals or Businesses
Moodle 3.4 focused on improving the user experience and making Moodle more powerful. Key updates included enabling users to see private file storage space usage, improving global search to include unenrolled courses and blocks, and adding "Previous" and "Next" navigation for easier activity movement. Additional updates provided detailed analytics for at-risk learners, more filters for user tours, HTTPS conversion support, and other administrative improvements.
A learning management system is a software package where ease-in-availability of learning resources and management of learners' progress are tracked. Basically, a learning management system provides an instructor with a path to deliver content, monitor participation, and assess learners performance.
3E are eXperts in eLearning and eCommerce solutions, with a primary focus on Open Source technologies and platforms. We bring in specialized skills in Moodle, Magento, and Mobile to deliver world-class eLearning and eCommerce solutions on Web and Mobile platforms.
The document outlines 3E's approach to business process management solutions which includes 5 phases: 1) requirements gathering, 2) design and proof of concept, 3) implementation, 4) testing and deployment, and 5) transition including documentation, training, and support. The approach focuses on gathering technical and business requirements, designing workflows, prototyping, prioritizing and implementing functionality, testing, deploying the solution, and transitioning to support.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
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
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on automated letter generation for Bonterra Impact Management using Google Workspace or Microsoft 365.
Interested in deploying letter generation automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Mobile learning a.k.a mLearning is convenient in that it is accessible from virtually anywhere, You can do interaction with the multiple Context across the globe through Mobile devices. Here you can see statistics of mLearning in upcoming years
Augmented Reality adds digital elements on a mobile camera to experience a live view of the world.
Virtual Reality is an interactive computer-generated experience taking place within a simulated environment.
US corporate training expenses significantly increased in 2017, rising 32.5% to $90.6 billion. Expenses like travel, facilities, equipment, and accommodation costs rose from $26.1 billion to $44.5 billion. Additionally, employee disengagement in training and development is estimated to cost US companies $500 billion annually in losses. Poor training also leads to high employee turnover, with 40% of employees leaving their company within the first year. The e-learning market is projected to exceed $200 billion by 2024 as more companies adopt bring-your-own-device policies to allow training access on employee devices without time restrictions.
Mobile App has broken the barrier of classroom learning by enabling location based mobile learning.
>It enables students to learn on the go.
>Enables them provide Point of Sale Platform for their Products (eLearning Content).
>Creates additional revenue generation channels through online customer registrations, delivering the Courses online or through blended learning practices
>eCommerce business with a vertical focus on providing MarketPlace for eLearning Content Vendors, be it Individuals or Businesses
Moodle 3.4 focused on improving the user experience and making Moodle more powerful. Key updates included enabling users to see private file storage space usage, improving global search to include unenrolled courses and blocks, and adding "Previous" and "Next" navigation for easier activity movement. Additional updates provided detailed analytics for at-risk learners, more filters for user tours, HTTPS conversion support, and other administrative improvements.
A learning management system is a software package where ease-in-availability of learning resources and management of learners' progress are tracked. Basically, a learning management system provides an instructor with a path to deliver content, monitor participation, and assess learners performance.
3E are eXperts in eLearning and eCommerce solutions, with a primary focus on Open Source technologies and platforms. We bring in specialized skills in Moodle, Magento, and Mobile to deliver world-class eLearning and eCommerce solutions on Web and Mobile platforms.
The document outlines 3E's approach to business process management solutions which includes 5 phases: 1) requirements gathering, 2) design and proof of concept, 3) implementation, 4) testing and deployment, and 5) transition including documentation, training, and support. The approach focuses on gathering technical and business requirements, designing workflows, prototyping, prioritizing and implementing functionality, testing, deploying the solution, and transitioning to support.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
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
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on automated letter generation for Bonterra Impact Management using Google Workspace or Microsoft 365.
Interested in deploying letter generation automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
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
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
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 and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
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!
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.