Content Management

Welcome back to our meetup in June. * **06:00 PM** Registration, dinner, networking * **06:30 PM** Talk starts Talk 1: Practical AI from Gemini Embedding 2 for Simplified RAG Search with Rich Context and Less Preprocessing - Imagine the possibilities if you could find a document using an image, or find audio from a report, or find a video with a sentence. \- Simplifies RAG Systems \(one multimodal retrieval pipeline instead of multiple fragmented systems\) \- Less preprocessing \(e\.g\. no transcription needed\) less infrastructure complexity \- Richer context \(text \+ visuals \+ audio\) \- A major step from “document chatbots” to truly context\-aware AI systems Gemini Embedding 2 changes what Retrieval-Augmented Generation (RAG) can fundamentally do. Instead of treating text, images, audio, video, and documents as separate systems, AI can now retrieve and reason across all of them together in one shared understanding layer. This means users can search videos with natural language, retrieve diagrams from spoken conversations, match screenshots to documentation, or ground AI agents with real-world multimodal context — capabilities that were previously complex or unreliable without multiple specialized pipelines. Talk 2: Designing Memory Systems for AI Agents AI agents need memory to maintain context across sessions, learn from experience, and handle long-running tasks. The challenge? Deciding what to remember, where to store it, and how to retrieve it when it matters. In this workshop, you'll learn a practical framework for architecting memory systems that actually work in production. We'll cover: \- Types of memory in agentic systems \- Storage patterns: Where to persist memories and how to structure them for retrieval \- Retrieval strategies: Combining vector search with metadata\, recency\, and other signals \- Memory lifecycle: When to create\, update\, or prune memories to keep your system performant You'll apply this framework by building memory into an AI agent and seeing how different design choices impact behavior. You will be provided with all the resources required to successfully execute the hands-on portions of the workshop, including Jupyter Notebook templates with pseudocode. During the workshop, you will replace the pseudocode in the templates with your code. At the end of the workshop, you will also be able to check your learning and earn a skill badge to share with your network! https://learn.mongodb.com/courses/memory-for-ai-applications ## **Future Talk: TBA** **Awaiting confirmation: Federated Layer to Manage a Multi-Agent Synthetic Workforce** Agents are starting to act as workers in real production systems, and workers need a management layer. The question everyone should take back to your laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production.

## Details **🎉 Geek Out, Stress Out: *Lite Edition* 🎲** **Note:** If you are hosting games, you can create a session under this event via this URL: [https://playbojio.vercel.app/](https://playbojio.vercel.app/) **Looking for a fun, low-pressure way to get into board games?** *Geek Out, Stress Out: Lite* is all about **easy-to-learn, laugh-out-loud fun** with party games, social deduction, and welcoming gateway games. Whether you're brand new to tabletop games or just in the mood for something light and social, this night is designed for **casual gamers, first-timers**, and anyone who wants to enjoy games without the heavy rules or competition. Come hang out, play, and discover games that are as fun to learn as they are to play. No experience needed—just bring your good vibes and maybe a friend or two! **Venue:** Geekster **Time:** 7pm to 11pm (Every Tue) **Address:** 100 Lorong 23 Geylang #03-02 S388398 (Near to Aljunied MRT, take the shorter path at Atrix Bulding) **Fee:** Option A: Roll 2 dice and the sum will be the entry fee Option B: S$8 per entry Both options come with **ONE** complimentary drink **🎲 Play Arena Rules 🎲** **1️⃣ Max capacity: 24 people (excluding Geekster). RSVP is first come, first served. If you can’t make it, please de-RSVP so others on the waitlist can join. ✅🔄** **2️⃣ Be respectful—no excessive noise or aggressive behavior. 🚫🎭** **3️⃣ You’re welcome to bring your own games! Just make sure they’re *clean*** and ***mold-free***. Comment below with what you're bringing. 😊🎲 4️⃣ Handle all games with care. Damage to Geekster’s games may incur a replacement fee. 💸⚠️ 5️⃣ No outside food or drinks (except plain water). Keep food and drinks away from games. 🚱🍔 6️⃣ Feeling unwell? Please stay home. Hosts may deny entry if needed. 🤒❌ 7️⃣ Keep an eye on your belongings; management isn’t responsible for lost items. 🎒👀 8️⃣ Theft = police report + permanent ban. 🚔🚨 Please join our **Telegram** group here for more details/updates: [https://t.me/+6r-3vSQcxwNjZjM1](https://t.me/+6r-3vSQcxwNjZjM1) **CONNECT WITH US!** **📌 Follow us on** [IG](https://www.instagram.com/geekster.sg/) **📌 Check out our latest arrivals and pre-orders on our** [website](https://www.geekster.sg/)

🚨 ***FIRST TIMERS*** 🚨 * This is a 90-min Intermediate-level fitness bootcamp suggested for those who do HIIT/bootcamps/F45/etc at least 2x/week * Depending on weather/WOD, we rotate between 5 different spots, thus check comments/photos here on Tue 6pm for exact location & grouping * Rain-or-shine event: won't be cancelled. Held under shelter if it rains * RSVP closes on Tuesday 530pm. If you’re unable to attend, kindly cancel your RSVP by then, so our leaders have a more accurate count to plan the workouts more effectively * Recommended: Water, Mat, Gloves, Light weight/bottles for added resistance Cya then! 🔊 ***DISCLAIMER*** 🔊 Please take a minute to read the following information regarding your participation in FitFam workouts. By signing up for this session, you confirm that you have read and understood the terms and risks detailed in our Disclaimer and Release of Liability Agreement: https://drive.google.com/file/d/1MV9siOKELtbsSmCwwvp1rzJ-_GiAHGEW/view

• Preferred payment by PayNow to my mobile 96200515 • Pass it to me during/after the game. • $4 payment/pax is required • 3 tables booked Participants: Preferably from lower Intermediate to upper Intermediate level; No age limit. REMARKS: In sport wear and bring your own bat. Balls and net are provided. Please update your RSVP at least one day before so the members who are on the waiting list won't be deprived of the chance to participate. For those who are in the waitlist, please do cancel your waitlist to not joining if you decided not going. Reason for the waitlist may automatically be RSVPed when any RSVPed member cancelled to not joining and you would become depriving those who are in the waitlist too if you did not turn up for the TT meetup. Thanks for your understanding and support!

A taste of [GrafanaCON](https://grafana.com/events/grafanacon/) is coming to you here in Singapore! Join your local observability community for an evening of open source inspiration, real-world stories, and meaningful connections - all in a laid-back, meetup-style setting. This event will feature a recap of the [GrafanaCON](https://grafana.com/events/grafanacon/) keynote from Anthony Woods, Co-Founder of Grafana, combined with fresh voices from your own community. Walk through Grafana 13 and the most impactful improvements across the platform. Learn about how Grafana is becoming easier and safer to operate as production infrastructure, with updates that improve configuration management, recovery, and long-term maintainability. The session showcases significant advances in core user workflows, including more flexible and powerful dashboards, with improved performance. Whether you’re building dashboards, scaling Kubernetes, contributing to open source, or just getting started - this meetup is for you! 🎟 Free to attend 🍕 Pizza + drinks provided 🤝 Built for connection 💡 Real talks from real practitioners Agenda: 1815-1900: Arrivals and pizza 1900-1945: GrafanaCON recap presentation (Anthony Woods, Co-Founder of Grafana Labs) 1945-2000: Q & A 2000-2030: AWS DevOps Agent Integration with Grafana (Praful Bagai, Head of Developer Experience, India & South Asia, AWS) 2030-2100: Grafana 13: Deep Dive (Joe Blubaugh, Principal Software Engineer, Grafana Labs) Note that by registering for this event you consent to related event & product communications from Grafana Labs and agree to our [code of conduct](https://grafana.com/events/events-code-of-conduct/).

**THE BEST OF KULAI 古來 TOUR:** **HAKKA VILLAGE/PUOTO VILLAGE/JPO** **/PINEAPPLE FARM AND MORE....** **Date: 6JUNE 2026(SAT)** **☆EVENT DETAIL:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **INTERESTED, WHATAPPS 94884478 Wilfred or RSVP via MEETUP:** [https://www.meetup.com/lets-go-travelling-hiking/events/314256746/](https://www.meetup.com/lets-go-travelling-hiking/events/314256746/) **TOUR HIGHLIGHTS:** ◾Kulai 古来 Sightseeing Tour -Kelapa Sawit Hakka Village -Mural / Street Arts ◾Pineapple Farm Tour + Free Samples ◾Johore Premium Factory ◾Kulai Putuo Village ◾Bukit Indah Aeon Mall / Massage / Shopping ◾Bukit Indah for Dinner **◾Bukit Indah Town (3 Hours of Relaxing Time)** To a land of scrumptious good food, relaxing hotels with affordable prices and fun-filled family-oriented entertainment, Bukit Indah has so much to offer! We will be visiting for shopping, massaging and relaxing after checking out from Treehouses before heading back to Singapore **☆INCLUDE:** \* 1 Event Host \*Guided Tour \*Nictar Pineapple Farm Tour \* Transportation Van < 14 person Bus >15 person \* Dinner included if group-size is 10 or more **☆EXCLUDE:** Travel Insurance Things not mentioned in itinerary Bukit Indah Massage/Shopping etc, at own cost Putuo Village Bamboo Forest Entrance Fee RM20/person **☆PAYMENT:** **Paynow xxx to UEN 201727764C** Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt TA License No 03066 TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD \*\*To Connect With Us With Latest Events Broadcast & News: 1\. Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg) 2\. Whatapps Channel: [https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l) 3\. Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar) **☆Suggested Itinerary:** (Sat), (L) 645am: Marsiling MRT 650am: Woodlands Custom 730am: Depart JB Custom 815am: Breakfast 1015am: Hakka Village/ Mural Wall / Street Arts 11am-Puoto Village 12pm: Johore Premium Outlet + Own Lunch 2pm: Nictar Pineapple Farm Tour 4pm: Bukit Indah Shopping/ Massage 630pm: Dinner @ Loon Sing Taman Daya 8pm: JB Custom 9pm: Marsiling MRT **DISCLAIMER, INDEMNITY AND TERMS OF PARTICIPATION:** **\-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\-** [https://www.wilfredtravel.org/terms-and-conditions](https://www.wilfredtravel.org/terms-and-conditions)

Here's an engaging photography meetup description for Tanjong Pagar: Join us for a fun photography walk around Tanjong Pagar! This vibrant neighborhood is full of interesting sights, from the towering Guoco Tower to the bustling Maxwell Food Centre. Bring your camera or phone and get ready to capture the vibrant colors, unique architecture, and lively street scenes. Join us if you are interested in photography. It doesn't matter if you are a pro or a beginner; we do it for the love of photography. We'll kick off with a short meet and greet before heading out to click pictures together. What can you expect to photograph? - Towering skyscrapers and modern architecture - Colorful shophouses and traditional buildings - Busy street scenes and local food stalls - Interesting people and their daily activities What to bring? - Your camera or mobile phone - Extra battery or power bank (just in case) - Comfortable walking shoes After our photo walk, we'll end at a nearby coffee shop to chat and share our experiences. This is a free event, but please RSVP to let us know you're coming. If you have any trouble finding us or have questions, feel free to call or text: Jay: +65 9352 0249 Sandeep: +65 8609 1667 Join our WhatsApp group for live location sharing: https://chat.whatsapp.com/IYNcf63yaXr2PAXyrjeHzi We share our live location there to help everyone stay connected — especially as people naturally wander off while shooting. Meeting Point: Tanjong Pagar MRT - Tanjong Pagar MRT — Exit J (Guoco Tower / Maxwell FC) Route: TP Plaza → Maxwell Food Ctr → Tras St

Welcome to the TKG Manga Drawing Foundation Course! This is for young to not-so-young aspiring artists across a number of ages who wants to try manga drawing in a structured and guided face to face environment. We have 4 categories: A.9-11 years. They say the best manga talents start doodling at 4-7 years. This is the next best thing. Art in school is boring. You want to be better than your art teacher. This is it. B. 12-18 years. Some of the best years for learning manga drawing early. Be mindful that this is not your usual school CCA. It is lit. C. 19-28 years. You have decided to learn drawing at a more serious level. You like manga. You want to meet people of similar interest and who are equally serious about it. This is gonna be awesome. D. 29-45 years. You have sort of put this off for some time and you decided that this is time to revisit this hobby again for whatever reason. You want to be professional while you still can because some damn 9 year old is starting on the dream you want and you are just salty. It could also be the last opportunity you can live your mangaka dream and you want to take the plunge. YOLO. Classes are usually conducted on Saturdays or Sundays in 2 hours blocks from 2 pm onwards. Do let us know your schedule and we see if it works out. Go ahead and meet us for a chat. There are no obligations. The starting cost is $280 per month for an equivalent of 8 hours or 4 sessions. We know it is not cheap. It should not be. Welcome to Singapore. You can check out what we do at www.tkgcc.com. We are also involved in tabletop games and a variety of pop culture related muses. We are a living example of what manga drawing can lead to. As a general overview, the TKG Comic Circle uses 3 tiers of advancement at the Bronze, Silver and Gold levels. For a slightly more detailed breakdown of the content covered: http://www.tkgcc.com/html/TATA%27S%20STUDIO/PROGRAMME%20GROUP/courseschedule.htm For those interested in the portfolio of our associates and charges: http://www.tkgcc.com/html/TATA%27S%20STUDIO/Tata%27s%20Studio.htm Feel free to write us an email at admin@tkgcc.com but nothing beats meeting us in person for a chat over a lazy 2- 6 pm-ish afternoon tea session. *** We are living in the era of Phase 2 - Covid 19. We need precautions and classes are conducted with the following measures. *** Important Rules: 1. All participants are to wear face masks at all times unless you are consuming food and drink. Do note that you should not be using this excuse to keep your mask off longer than required. 2. All admissions into our premises will be via SafeEntry. All participants will need to bring their own mobile devices to scan the QR codes located at the entrance when entering and leaving. 3. Only a maximum of 8 participants are allowed in a course group, inclusive of your instructor. *** If you have a portfolio, feel free to make a trip down for a chat. If you don't have one but will like to start somewhere, go ahead and come down as well.

To RSVP for registration, **click here** ([https://3playtopia.com/trip/i-light-2026-night-walk](https://3playtopia.com/trip/i-light-2026-night-walk)) Hosted by: Our friendly arts practitioners, **Ben and Christine** ([https://www.instagram.com/benbenyou?igsh=MWlrNTQwMGloM2g5bQ==](https://www.instagram.com/benbenyou?igsh=MWlrNTQwMGloM2g5bQ==)) and ([https://www.instagram.com/chrispychong?igsh=aDB4eDYzZmwzZ25l](https://www.instagram.com/chrispychong?igsh=aDB4eDYzZmwzZ25l)) **For inquiries (WhatsApp):** 8078 4087 Some walks show you places. This walk change how you observe them. Join us at this free walk for an evening exploring iLight Singapore, where Ben who is an artist, and Christine an arts manager, will share stories, conversations, and perhaps even unexpected perspectives!! 😃 **No art background needed.** **Just your curiosity and your explorer's hat.** What to expect: \* hidden perspectives on familiar spaces \* thoughtful but casual exploration \* a welcoming small-group environment Come curious. Leave enlightened. This walk also offer a glimpse into Ben's and Christine's upcoming Korea journey to 2 cities, Gwangju and Busan, where we explore cities through contemporary culture, local stories, food, architecture, and community experiences. If you enjoy meaningful travel experiences beyond ordinary tourism, this may be for you. ([https://3playtopia.com/trip/a-tour-of-two-korean-cities-gwangju-and-busan](https://3playtopia.com/trip/a-tour-of-two-korean-cities-gwangju-and-busan)) With so much to offer, do come join Ben and Christine at iLight Singapore for a... **read more** ([https://3playtopia.com/trip/i-light-2026-night-walk](https://3playtopia.com/trip/i-light-2026-night-walk))

Want to test your skill at the sport? Be the Willliam Tell or Robin Hood? Absolute Archery (Singapore) was inaugurated in 2020, aiming to provide training venue, competitive coaching, fun shoot events and a place for the community bring people together to advocate and support each other in pursuing the sports. Our head coach, Colin, has been active in the sports since late 90s till date. Being a competitive archer, he was with the National Team and had accumulated experiences which he could share with the archers and students. **Past Experiences** * National Team (Compound) 2000 - 2002 * National Junior Development Team Coach (Compound) 2013 - 2015 * Community Club Compound Coach 2013 - 2018 * National Team (Compound) 2018 - 2020 * Tampines Meridian Junior College Archery Coach 2018 - now ### **Address** 9 Ah Hood Rd, East Asia Institute of Management ### **Schedule** Fridays 1030AM - 12PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

You're invited to Indiana D365 User Group Meeting Wed Jun 10, 2026 2-4 PM Agenda (sessions may change time slots before the meeting.) 2 Welcome 2:10 Stratgies for successful testing - Carla Teasdale from Wilmuth Solutions 2:50 Building Power Apps in an AI world using Claude Code demo - Natalie Roberts from Leaf Software Solutions 3:30 Everything you need to know about Quality in BC - Derek Bohman, BC Consultant 4:00 Closing Notes 4:10-5 Networking Social at Upland Brewing at Clay Terrace (walk over) Link Information to join remotely below [https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d) Tap on the link or paste it in a browser to join

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-5/.