Information Retrieval

**Snowflake Toronto User Group: Summit in 60 Special Edition** We are excited to invite you to the next Snowflake Toronto User Group meeting on **Tuesday, June 23rd, 2026, from 5:00 PM to 8:00 PM**. Talks will start promptly at 6:00 PM. *On the Agenda:* Missed the Snowflake Summit in San Francisco this June? We’ve got you covered. Whether you're just getting started with Snowflake or looking to optimize your current setup, join us for a practical, 60-minute recap of everything announced. Our local subject matter experts will break down the foundational updates, new product releases, and practical ways to accelerate your AI and application development. No fluff, just the key takeaways and architectural insights you need to know. *Networking & Community:* A light meal and refreshments will be served, and attendees will receive exclusive items from the Snowflake community. Don't miss out on this opportunity to network with fellow Snowflake users and gain valuable insights. RSVP now to secure your spot and join our growing community. Please register to participate in this exciting event! *Location:* OneEleven, 325 Front St. W, Toronto, Ontario M5V 2Y1 **4th floor**, left of the elevators

Go Medieval! Learn Medieval arts, sciences, dancing and games! Have somefun with like minded history geeks. Tuesdays, 6:30 pm to 8:30 pm St. Andrew’s United Church 117 Bloor St EAST (near Church Street) Ring the buzzer for the gate keeper more info? www.eoforwic.ca

The next event is happening on Tuesday June 23 at 6:00 PM at Left Field Brewery (the Leslieville location) Please RSVP if you're planning on coming so we can plan appropriately!

Hello everyone, **\*\*Kindly Read Carefully\*\*** Please join me and my other groups for a wonderful and relaxed summer evening as we explore another great park, trail and neighbourhood with wonderful sights to see and friendly people to share it with.... And then let's go for some Ice Cream, Food and Beverages! :) (Different routes and sites each time :) **Date and Time:** **Tuesday June 23rd** (Please arrive between 7:00 pm and 7:30 pm) **Location and Meeting Spot:** \*We will meet outside **Tim Hortons** **(3080 Yonge Street) (Yonge & Lawrence)** (Very Close to the Subway line, and plenty of Free Street Parking along Lawrence) \*Washrooms inside Grocery Store at the Yonge and Lawrence corner Details of Event Below: Sincerely, Steve Flemming (Organizer/Host) Event Details: **WALK, TALK and ICE CREAM! (Gardens & Blythwood Ravine)** **(Yonge and Lawrence)** \*We can get to know everyone, take some lovely scenic photos and share some laughs \*Perhaps play a couple ice breaker games as well to help build some bonds \*Great way to naturally make connections and release all the stress from the day \*Stick around after if you like as we will grab some ice cream, food and beverages close to where our starting point is \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 5 dollars (cash only) when you arrive or e transfer in advance to Steveflemming11@gmail.com \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Location and Time: Where and When to meet us?** \*We will meet outside Tim Hortons **(3080 Yonge Street)** (Very Close to the Subway line, and plenty of Free Street Parking along Lawrence) \*Arrive early if you like (however we will meet out front at 7:00 p.m. (we will wait for everyone to arrive until roughly 7:30 p.m. ) This will give us an opportunity to introduce ourselves as everyone arrives; then make our way on our small adventure through the beautiful trails and neighbourhoods in this tranquil area. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Thanks for reading everyone, remember to RSVP and see you real soon!*** :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

We will meet at the Docks driving range before 7pm. This meetup is only for beginner golfers. At 7pm we will begin our lesson which will be until 9pm. We will begin the lessons without golf balls then in the second hour everyone will have 15 min of mat time to hit balls. If you happen to have golf clubs and gloves you are welcome to bring them with you, if not it is not necessary (I will supply the golf clubs). The event is outdoors so dress accordingly. Accessible by car, transit, cycle, walking etc. Please RSVP if you will be attending. A quick reminder that the meetup group is open to adults 19 years of age or older and there is a charge of $6 for parking

RSVP here: https://rsvp.withgoogle.com/events/google-cloud-labs-data-cloud-toronto Join Google Cloud Labs for an immersive, hands-on workshop designed to deliver the practical skills and architectural patterns needed to bridge the gap between traditional data analytics and the new frontier of Agentic AI. Please fill out the registration form on Google's RSVP page to express interest in joining the event! Capacity is limited and registration is required.  Welcome to The Data Cloud workshop!  This hands-on workshop delivers the practical skills and architectural patterns needed to bridge the gap between traditional data analytics and the new frontier of Agentic AI. This is not a lecture! You'll spend the day with Google engineers who will guide you through a series of live labs. You’ll build governed pipelines with Spark and Knowledge Catalog, unlock multimodal analytics using GenAI in BigQuery, and scale vectorized search with AlloyDB. Finally, we'll bring these pieces together using BigQuery Graph and ADK (Agent Development Kit) to build agentic workflows powered by your data. Note: To participate, you must bring your own laptop and power cable. The activities require a laptop and cannot be completed on a tablet or phone.    Who Should Attend? Whether you're a Data Analyst, Engineer, or Data Scientist, we welcome all practitioners responsible for building the platforms that power AI. We recommend this workshop for anyone with a strong data foundation who wants to dive deeper into applied AI. What You Will Learn: Master Governed Data Ingestion: Build a unified data layer with BigQuery and Knowledge Catalog across multi-cloud sources. Architect Multimodal Intelligence: Use Gemini in BigQuery to extract insights from unstructured data like images and logs directly in your warehouse. Scale Vector Search: Deploy AlloyDB AI to find anomalies in massive datasets with sub-second latency. Engineer Agentic Workflows: Build autonomous AI agents using the ADK and MCP to move from dashboards to action. Uncover Hidden Relationships: Use BigQuery Graph analytics to map complex networks and find hidden links. Optimize Data Operations: Right-size your environment to cut costs and latency for performant AI apps. Agenda --- Hosted By Solomon Hsu, GDG Organizer I believe in one mandate in the digital space: Crafting Authentic Digital Experiences for All People. With that vision, I value digital accessibility and user centric design as the core foundation for all my projects. It is within the users' insights and needs that allow us to build great apps. Hiral Thaker, Co-organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-toronto-presents-google-cloud-labs-data-cloud/.

RSVP on https://rsvp.withgoogle.com/events/google-cloud-labs-ai-toolkit-toronto . Join Google Cloud Labs for an immersive, hands-on workshop designed to provide you with the practical skills and architectural patterns needed to deploy secure and scalable AI on GKE  and integrate applied AI solutions across Google’s Data Cloud. Please fill out the registration form on Google's event page to express interest in joining the event! Capacity is limited and registration is required.  Welcome to The Cloud Engineer's AI Toolkit workshop!  This hands-on workshop will provide you with the practical skills and architectural patterns needed to deploy secure and scalable AI on GKE  and integrate applied AI solutions across Google’s Data Cloud. This is an interactive session, not a lecture. Get ready for a series of live labs where you will use GKE OneMCP and the Gemini CLI to accelerate operations, and implement the GKE Agent Sandbox for secure code execution. In our data lab, we’ll guide you through building multimodal pipelines to power BigQuery Graph analytics and agentic workflows in ADK. You will leave with the practical expertise to deploy, secure, and scale production-grade AI workloads. Note: To participate, you must bring your own laptop and power cable. The activities require a laptop and cannot be completed on a tablet or phone.    Who Should Attend? This program is designed for Platform and Security Engineers, as well as Data Practitioners.  Whether your focus is implementing defense-in-depth strategies, such as securing inference endpoints and enforcing security policies via Workload Identity and Policy Controller, or building multimodal data platforms that power agentic workflows, this session is for you. To get the most out of the labs, you should have foundational knowledge of GKE, and containerization, and basic SQL, alongside a commitment to maintaining auditable, scalable security for AI workloads. What You Will Learn: Master AI-Augmented Operations: Dive into the next generation of infrastructure management by utilizing the GKE MCP server, Gemini CLI, and kubectl-ai to replace manual slogging with seamless, natural-language-driven cluster operations. Architect Secure Agentic Ecosystems: Build and deploy AI agents using the GKE Agent Sandbox, implementing hardware-isolated environments that safely execute untrusted, AI-generated code without compromising your cluster's security posture. Engineer Autonomous Remediation: Transition from reactive troubleshooting to proactive platform skills, creating custom AI agents that autonomously detect, diagnose, and resolve complex configuration drifts and cascading failures in real-time. Unify & Govern AI Data Pipelines: Learn to establish governed pathways for ingesting, cleaning, and managing multi-format data across structured and unstructured sources, ensuring your AI is always grounded in accurate, secure information. Unlock Multimodal Insights: Discover how to leverage built-in AI across your data ecosystem to analyze complex datasets, compare vector embeddings, and integrate your agents with data  to uncover patterns that human eyes might miss. Agenda --- Hosted By Solomon Hsu, GDG Organizer I believe in one mandate in the digital space: Crafting Authentic Digital Experiences for All People. With that vision, I value digital accessibility and user centric design as the core foundation for all my projects. It is within the users' insights and needs that allow us to build great apps. Hiral Thaker, Co-organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-toronto-presents-google-cloud-labs-ai-toolkit/.

What’s going on with Anthropic Fable? Why is Aidan Gomez at the G7? Will Europe lose the race for sovereign ai? Come be just as confused as everyone else

Join our WhatsApp group [https://chat.whatsapp.com/F7838OJWfkiAlMEyNffVfZ](https://chat.whatsapp.com/F7838OJWfkiAlMEyNffVfZ) Welcome to beach volleyball All Level Learn and Play Event in Spanish Banks. If you never play before but want to, no worry, you can learn basic skills over here. All the equipment is prepared. This event is for come to meet new friends, improve your volleyball skill and build your team. **Only 20 spots** * People will **learn basic skills and rules from** **Our Host Yana** in the first hour. * In the next hour, we will be divided into the different teams to play on the court. * People who purchase the summer pass will be put into the same team, play with your same team players and build your team. **Drop In $10.** **Flash Sale 2026 All summer Pass $69** May 17 2026 - Sep 6 2026 Sunday (No Events in Holiday or Raining) [https://www.extremelyshy.com/toronto&RAP1VF](https://www.extremelyshy.com/toronto&RAP1VF) **Book online only**, **you will receive details and contact information in your confirmation email**. Show your QR code to our host Yana to verify. Legal Stuff - Liabilities, Obligations, and Responsibilities * We are a group composed of volunteers. We are NOT a professional organization or pro trail guides and/or pro event organizers. However, as a group of friends and acquaintances, we will look out for each other. * The organizer and any/all assistant organizers and other attendees are in no way responsible and liable for your personal safety and health state, before, during, and at any time after this event. By RSVPing "Yes", for this event, * You acknowledge that you fully understand and accept the aforementioned conditions and following event attendance conditions and, you are solely responsible for your health, safety, and well-being before, during, and at any time after the event as stated previously. All attendees shall forever hold harmless the organizers and other attendees and unconditionally waive any liabilities resulting from attending and/or participating in this event

Most of us are already using agentic coding in some form: Claude, Claude Code, Codex, Cursor, or whatever new thing shipped this week. This talk is about the next layer: where the industry is heading as agents take on larger chunks of software work, and what Java developers need to learn to stay ahead. We’ll focus on context management, token strategy, orchestration, Codex-style workflows, cost optimization, and the practical judgment required to use these systems without losing the plot. The goal is to move beyond intro demos and into the real skill stack: knowing what to delegate, how to frame goals, how to keep agents grounded in larger codebases, how to get more value from fewer tokens, how to catch drift before it becomes damage, and how to verify output in a way that actually protects quality. This is also a career talk, because the tools are improving too quickly for casual awareness to be enough. The developers who stay valuable will not just be the ones who “use AI”; they’ll be the ones who can direct, constrain, evaluate, and compound with agentic systems. P.S. Due to popular demand, the slick Keynote animations are coming back. **About the venue** Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk. **Speaker Bio** Victor Szoltysek is a seasoned consultant and technologist, currently at RAVL, where he helps clients eliminate the inefficiencies of undifferentiated heavy lifting and focus on building solutions that drive real business value for their customers. With a career spanning notable organizations like Accenture, Pivotal, and ThoughtWorks, as well as numerous startups, Victor brings a wealth of experience in cloud transformations, DevOps enablement, and Agile software development. A dedicated Java enthusiast with a sharp eye for cutting-edge technologies, Victor’s work frequently intersects with AWS, where he strives to streamline workflows and help teams leverage the cloud without unnecessary complexity. Recently, he’s also ventured into the dynamic world of artificial intelligence, exploring ways to make programming more engaging, efficient, and rewarding. Victor is known for his humorous and sometimes controversial presentation style, ensuring lively discussions and thought-provoking takeaways. His disdain for overly complex tech solutions drives his mission to simplify the way we build and deploy software. Whether he’s sharing insights about Java, AWS, or AI, Victor’s talks are as energizing and satisfying as your favorite cup of coffee. Don’t miss his unique blend of wit, wisdom, and deep technical expertise at our meetup!

**NEW LOCATION - Madison Avenue Pub** **Due to FIFA schedule our venue may be busy. Be sure to confirm venue/dates before coming!** Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: Madison Avenue Pub, 14 Madison Ave Nearest Subway: Spadina Map / Directions: https://maps.app.goo.gl/scdLEYqb9LNJWkgWA We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

**✨ Reading Circle: Circe by Madeline Miller** Drop in as we gather to open up a conversation around Circe (Madeline Miller) in a discussion-first setting where the book drives the conversation, and the format keeps things moving naturally. Whether you read one chapter or the whole thing, and bring your reactions however raw they are, and bring your analysis — since genuine impressions beat polished opinions every time. New members are always welcome — and the discussion moves fast enough that settling in happens naturally, just turn up — the rest takes care of itself, and most people leave wanting to book into the next one. No facilitator or moderator runs the table — with every reader given room to share what mattered to them, and the session almost always goes in a direction no one predicted. --- **Helpful to bring:** - Any notes or passages you flagged while reading - An open mind and a willingness to debate - The book — whatever format works for you --- 🌿 A great discussion changes how you see a great book — sign up and bring your reading experience however partial and the conversation is always worth showing up for. We will see you on the night. 🌿

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**Join Katie McCartney, SRES®, for a clear and easy‑to‑understand update on what the 2026 Central Ohio housing market means for seniors and their families.** Whether you’re planning ahead, helping a parent make decisions, or simply trying to understand today’s market, this session offers reliable insights without pressure or overwhelm. During this free class, Katie will break down the trends shaping housing for older adults in Central Ohio, explain what families should realistically expect in 2026, and answer your questions during an open Q&A. This is a supportive, information‑focused workshop designed to give you confidence and clarity — no sales pitch, just helpful guidance. *** **Ideal for:** * Seniors considering future housing options * Adult children supporting aging parents * Anyone seeking a calm, trustworthy source of market information *** **What You’ll Learn:** * A senior‑friendly look at the 2026 Central Ohio housing market * Personalized answers during an open Q&A You’ll leave with a better understanding of your options and your next steps. *** **Hosted by:** **Katie McCartney, Broker & Senior Real Estate Specialist® (SRES) with** Pillar Realty, LLC Compassionate guidance for seniors navigating housing transitions in Central Ohio. *** **Location:** Columbus Metropolitan Library: Dublin Branch 75 N High St, Dublin, OH 43017 ([https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9](https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9)) Meeting Room 3 **Doors Open:** 1 PM **Seats:** Limited Seating (first come, first served) **Cost:** Complimentary

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

We've moved to guild.host Look for us there. https://guild.host/events/buckeye-cocoaheads-nscoders-tcbrk5

You can also join the meeting by Conference Call at (518) 263-8851.