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Retrieval augmented generation (RAG) is the most popular style of large language model application to emerge from 2023. The most basic style of RAG works by vectorizing your data and injecting it into a vector database like Milvus for retrieval to augment the text output generated by an LLM. This is just the beginning. One of the ways that we can extend RAG, and extend AI, is through multilingual use cases. Typical RAG is done in English using embedding models that are trained in English. In this talk, we’ll explore how RAG could work in languages other than English. We’ll explore French, Chinese, and Polish.
Introduction to Multilingual Retrieval Augmented Generation (RAG)
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Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/
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Tracing the root cause of a performance issue requires a lot of patience, experience, and focus. It’s so hard that we sometimes attempt to guess by trying out tentative fixes, but that usually results in frustration, messy code, and a considerable waste of time and money. This talk explains how to correctly zoom in on a performance bottleneck using three levels of profiling: distributed tracing, metrics, and method profiling. After we learn to read the JVM profiler output as a flame graph, we explore a series of bottlenecks typical for backend systems, like connection/thread pool starvation, invisible aspects, blocking code, hot CPU methods, lock contention, and Virtual Thread pinning, and we learn to trace them even if they occur in library code you are not familiar with. Attend this talk and prepare for the performance issues that will eventually hit any successful system. About authorWith two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.
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The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/
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Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.
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Explore how multimodal embeddings work with Milvus. We will see how you can explore a popular multimodal model - CLIP - on a popular dataset - CIFAR 10. You use CLIP to create the embeddings of the input data, Milvus to store the embeddings of the multimodal data (sometimes termed “multimodal embeddings”), and we will then explore the embeddings.
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Join our latest Connector Corner webinar to discover how UiPath Integration Service revolutionizes API-centric automation in a 'Quote to Cash' process—and how that automation empowers businesses to accelerate revenue generation. A comprehensive demo will explore connecting systems, GenAI, and people, through powerful pre-built connectors designed to speed process cycle times. Speakers: James Dickson, Senior Software Engineer Charlie Greenberg, Host, Product Marketing Manager
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O365Engage17 - After the migration – managing your office 365 deployment
1.
1 Slide 1 After the Migration:
Managing your Office 365 Deployment Chris Goosen – Office Servers and Services MVP
2.
2 Slide 2 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Who am
I? • Senior Architect at Insight • Based in Dallas, TX • Office Servers and Services MVP • Microsoft Certified Master – Exchange • Blog: www.cgoosen.com • Twitter: @chrisgoosen • LinkedIn: www.linkedin.com/in/ctgoosen
3.
3 Slide 3 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 In this
session.. • Introduction • Best practices review • Service and workload administration • Operational challenges • Making the most of your deployment
4.
4 Slide 4 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Session giveaways.. •
Azure IoT Starter Kit • Everything you need to get started with IoT • Office 365 for IT Pros • The Essential Guide to Office 365
5.
5 Slide 5 Follow us: #O365ENGAGE17 Best practices review
6.
6 Slide 6 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Best practices
review • A well thought out Identity Management strategy is key! • Consider the user experience before you migrate • Best user experience is when the UPN matches email address • GIGO – A clean AD is important • Don't forget about the clients! • Consider license assignment and management • Understand the different SKUs
7.
7 Slide 7 Follow us: #O365ENGAGE17 Service and workload
administration
8.
8 Slide 8 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Service and
workload administration Which portal to use? So many PowerShell modules… • The Office 365 admin portal • Now has links to all admin portals • PowerShell is a little more confusing.. • Exchange Online Remote PowerShell Module • Used to manage Exchange Online and Office 365 Groups • Only required when using multi-factor authentication • SharePoint Online Management Shell • Used to manage SharePoint Online and OneDrive for Business
9.
9 Slide 9 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Service and
workload administration • Skype for Business Online Windows PowerShell Module • Used to manage Skype for Business Online • Azure Active Directory PowerShell • Used to manage Azure AD • Currently has two versions; V1 and V2 • V1 uses *-MSOL cmdlets • V2 uses *-AzureAD cmdlets • All future developments in V2 • Using scripts or automated tasks? Start planning to update those to V2!
10.
10 Slide 10 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Service and
workload administration Still confusing? Don’t worry – there’s a script for that.. • Michel de Rooij - Connect-Office365Services.ps1 • Connects to all Office 365 services (and Exchange on-premises) • Available here: https://eightwone.com • Chris Goosen - Connect-365.ps1 • Connects to most Office 365 services • Includes a prerequisite checker • Available here: http://cgoo.se/2s1CvfH
11.
11 Slide 11 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17
12.
12 Slide 12 Follow us: #O365ENGAGE17 Operational challenges
13.
13 Slide 13 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Account
lifecycle management • SaaS savings easily negated without lifecycle management • Usually requires operational changes • Important to understand and identify information worker profiles • Frequent and accurate reporting is key! • Office 365 admin center includes basic usage reports • Advanced reporting is also possible
14.
14 Slide 14 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Advanced
reporting options • Office 365 Reporting Web Service and associated cmdlets will be retired on October 1, 2017 • Effects ~32 cmdlets, eg: • Get-MailboxActivity • ReportGet-CsActiveUserReport • Microsoft Graph reporting API is preferred method • Get-Office365Report.ps1 is a great example of accessing the API via PowerShell - http://cgoo.se/2r884DA
15.
15 Slide 15 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges License
management • Unified vs à la carte • With great flexibility comes increased complexity • Consider accurate user profiling prior to deployment • Should integrate with provisioning processes • Automation can help ease administrative burden • Useful when lighting up new features
16.
16 Slide 16 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges •
Have you considered Azure AD group-based licensing? • Requires Azure AD Basic or Premium • Work with cloud-only or synchronized groups • Dynamic groups allow assignment based on attribute value • Allows granular control of all SKU options • Assignments are cumulative • Only available via the Azure Portal • Does not support nested groups
17.
17 Slide 17 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 • Solutions
don’t need to be complex but consider scalability! • Important to consider the burdened cost of custom solutions • Sample code – http://cgoo.se/1q3 9Q5R
18.
18 Slide 18 Follow us: #O365ENGAGE17 Demo Azure AD group-based
licensing
19.
19 Slide 19 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Release
Management and Prerelease testing • Rapid release cadence of the service can be overwhelming • The service doesn’t stay static for long… • New features are often ‘enabled by default’ • Get ahead of these to understand the user impact • Voluntary vs forced feature enablement • Requires governance and usage guidelines • E.g: When to use Teams vs Office 365 Groups vs SharePoint vs Yammer
20.
20 Slide 20 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges •
Office 365 roadmap - http://roadmap.office.com • Three tenant options: • Standard release • First release for everyone • First release for selected users • Important to understand any customizations – KISS • Completely separate ‘test tenant’ may be preferable • Combination of both?
21.
21 Slide 21 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Mailbox
provisioning • Particularly relevant in hybrid scenarios • Remote mailboxes should still be enabled on-premises • Populates msExchRecipientType (and other) attributes Enable-RemoteMailbox <user> –RemoteRoutingAddress <user@tenant.mail.onmicrosoft.com>
22.
22 Slide 22 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17
23.
23 Slide 23 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges OneDrive
for Business data retention • “What happens to a user’s data when they leave the org?” • Preserved 30 – 3650 days, default is 30 • Manager is notified and granted access • If no manager, secondary owner is notified and granted access • 7 days before deletion, a second notification is sent • After deletion, moved to site collection recycle bin • Purged after 90 days
24.
24 Slide 24 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Controlling
the creation of Teams • Microsoft Teams is enabled by default for all eligible users • By default, every user can create a team • This can be real scary – What about governance? • Fortunately, this can be controlled • Teams is built on Office 365 Groups (Like Planner) • Office 365 Groups creation settings apply to Teams • This can be really good, or really bad..
25.
25 Slide 25 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges •
Carefully consider limiting group creation • Limited to 1 security group per tenant • It effects all Office 365 services that use groups, not just Teams: • Ability to create groups via Outlook, Planner, etc. • Does not restrict group creation in Office 365 admin center (for admins) • Currently set via PowerShell only (V1 and V2) • V2 requires AzureADPreview module version 2.0.0.98 or later • Visible via the new Azure Portal after initially being set
26.
26 Slide 26 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges Decommissioning
your last Exchange server • One of the MOST commonly discussed scenarios • Not required if using cloud identities (i.e no DirSync) • DirSync = Recipient management on-premises • Attributes that cannot be managed in EXO when using DirSync: • Exchange alias • Hide from address list • Email addresses • Mail tips
27.
27 Slide 27 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Operational challenges •
What are the options? • Keep your hybrid deployment • Keep Exchange for management but remove hybrid • Remove everything (Deactivate DirSync) • Keeping your hybrid deployment has other benefits: • Secure SMTP relay • Off-boarding scenarios • Convenient Journal location • Free hybrid product key for management scenarios only
28.
28 Slide 28 Follow us: #O365ENGAGE17 Making the most
of your deployment
29.
29 Slide 29 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Making the
most of your deployment Azure AD connect health • Monitors your on-premises identity infrastructure • Azure AD Connect server • AD FS & AD FS Proxy (WAP) servers • AD DS Domain Controllers • Requires Azure AD Premium & AAD Connect ver. 1.0.9125.0+ • Health Agents installed on AD FS servers & domain controllers • Includes email notifications, usage analytics and reports
30.
30 Slide 30 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17
31.
31 Slide 31 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Making the
most of your deployment Office 365 message encryption (OME) • Included in the Office 365 Enterprise E3 and E5 plans • Available as a standalone option with E1 and other plans • Policy-based encryption that is transparent to the sender • Encrypted email can be sent to external recipients • Encrypted email delivered directly to recipient inbox • Decrypted and read without installing additional software
32.
32 Slide 32 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Making the
most of your deployment Office 365 adoption content pack for Power BI • Usage reports + interactive analysis capabilities of Power BI • Available to customers for free, requires free Power BI account • Doesn’t include workloads like Teams, Planner, Delve, StaffHub • Understand how users communicate and collaborate • Analyze adoption trends for individual products • Drive adoption through targeted campaigns
33.
33 Slide 33 Follow us: #O365ENGAGE17 Demo Office 365 adoption
content pack for Power BI
34.
34 Slide 34 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Related sessions •
How to Avoid the 5 Stages of Grief When Moving to Office 365 • Michael Van (Hybrid) Horenbeeck - 20 June, 10:15 - 11:30 (Room B) • The Ins and Outs of Monitoring Office 365 • Paul Robichaux - 21 June, 10:45 - 12:00 (Room A) • Managing Exchange Online using PowerShell, Tips & Tricks • Michel de Rooij - 20 June, 11:45 - 13:00 (Room D) • Get-Channel | Set-Channel “Understanding ProPlus Channels” • Andrew J. Price - 20 June, 17:25 - 17:45 (Room E)
35.
35 Slide 35 After the Migration: Managing your Office 365 Deployment | Chris Goosen | 22 June 2017, 14:45 – 16:00 Follow us: #O365ENGAGE17 Questions? |
Thank You Chris Goosen chris@cgoosen.com | @chrisgoosen We’d like to know what you think! Please fill out the evaluation form you received at the registration desk for this session Session recordings and materials: Materials will be available on Office365Engage.com soon
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