Information Retrieval

### **Build Your First Streaming AI Personal Assistant** **2-Hour Hands-On In-Person Workshop** #### **Details** * 📅 **Date:** Wednesday, May 27, 2026 * 🕕 **Time:** 06:00 PM – 08:00 PM * 📍 **Location:** B-213, Davis Campus OR Virtual * 🔒 **Sheridan College students only** * 🎟️ **Free \| Limited spots — RSVP now\! AWS Cloud Club swag included\! 🚀** Ready to build modern, real-time streaming generative AI applications on AWS? In this fast-paced, hands-on session you'll: * Spin up a **Next.js frontend interface** * Write Infrastructure as Code (IaC) using the **AWS CDK** * Deploy an **AWS Lambda Function URL** configured for live HTTP response streaming * Connect **Amazon Bedrock with Amazon Nova 2 Lite**—AWS's newest model, auto-enabled out of the box with zero form approval wait times! * Get a live, public HTTPS URL of your running AI Assistant Bring your laptop - we'll provide the starter GitHub repo at the start. See you there - let's build and deploy!

Free 1-hour workshop on how your food choices are silently killing your productivity, and what to do about it. ### **You're not unproductive. You're underfueled.** You show up every day ready to perform, but by mid-morning the focus is already slipping. By 2 PM you're running on your third coffee. By 6 PM you're completely done. Most people blame their schedule, their sleep, or their stress levels. But here's what nobody is talking about: the food choices happening throughout your day are directly shaping your energy, your clarity, and your output. And most professionals have no idea it's even happening. ### **Event Agenda** 6:00 PM – Doors Open & Guest Arrival 6:00 – 6:30 PM – Networking Session 6:30 – 7:30 PM – Workshop 7:30 – 7:45 PM – Q&A Session 7:45 – 8:30 PM – Networking & Refreshments ### **What This Workshop Is About** *Your Performance Plate* is a free, one-hour live workshop designed to show you exactly how workplace food habits are quietly costing you hours of productive, high-quality work every single day, and what to do about it. This isn't a diet talk. It's not about eating perfectly or overhauling your life. It's practical, science-backed nutrition knowledge applied specifically to how you work, think, and perform. ### **What You'll Walk Away With** * A clear understanding of why energy crashes, brain fog, and afternoon slumps happen and what's actually driving them * The specific food patterns that are most common in professional settings and exactly how they affect cognitive performance * Simple, realistic shifts you can make to your daily meals that protect your focus and sustain your energy through the full workday * A new way of thinking about food; not as a health topic, but as a performance tool ### **Who This Is For** This workshop is for anyone who works hard and wants their body and brain to keep up with them. Whether you're running a business, leading a team, managing a packed calendar, or simply trying to get through the day without hitting a wall, if energy and focus matter to your work, this session was built for you. ### **About Amisha** Amisha Moorjani is the founder of The Food Quotient, a nutrition and performance practice focused on helping professionals and teams use food as a tool for sustained energy, sharper thinking, and better output. Her approach is practical, research-informed, and built for real life, not ideal conditions. **This event is completely free.** Seats are limited, reserve yours now.

**NOTE:** This is a ticketed event. **Tickets here:** https://15firstdates.ca/event/ffa005fd-32cf-4e68-a466-a9d5cd84c96e Calling Jewish singles in Toronto! Skip the awkward small talk of dating apps and meet real, like-minded singles in person — at a curated venue, with no timers, no rotations, and no pressure. How it works: \- Reserve your spot \- Show up at the venue and check in \- Go into the event\, and you will see a big list of people \- Mingle at your own pace\. Grab a drink\, work the room\, bring a wing\-person if you'd like \(friend\-friendly\!\)\. \- Discreetly click on the profile of each person you meet and give me a Like or a Pass Mutual matches are revealed at noon the day after the event, and you can message right inside the app. Why our mixers are different: \- No missed connections\. Forgot to ask for their number? If you both swiped right\, you'll match anyway\. \- 100% private swipes\. Only mutual matches are revealed — pass on anyone, no awkwardness. \- Real chemistry\, real venues\. Hand\-picked bars and lounges\, not a hotel ballroom\. \- Friend\-friendly\. Bring a single friend — many of our best matches start with a "wing\-person" intro\. Tickets are limited and prices may go up closer to the day. Grab yours today! \*Tickets are final sale. Please double-check the date and city before checking out. By attending, you agree to our standard event terms.

\*\*NEW LOCATION UPDATE\*\* HELLO Everyone, We are happy to announce that our 6 year running group will be moving our weekly event back to our old location which is now under the Fionn MacCools banner. Game night will be at Fionn MacCools at 125 York Blvd #135 in Richmond Hill. Start time is at 7 PM sharp, so please do you absolute best to show up at least a few minutes before then. If you feel you are running late, let us know in the group chat or contact one of the organizers directly. If you are new to the group, we are made up of a friendly group of Dad's who like to play large variety of Euro style games both new and old. We encourage everyone to please try and support venue partner with food and/or drink orders, if at all possible. While the organizers usually bring a number of titles, it's fairly common for attendees to bring a game or two of their own to these events. You may want to keep in mind factors like game duration and table space required, set up time and repacking time. If you do not have anything to bring, don't feel like you have to, we've got you covered. Because the player count is usually not known precisely until everyone shows up, having extra games around with varying player counts helps when deciding what to play. Looking forward to seeing you at our next event!! PLEASE RSVP if you are coming, cheers!!

**🎟 This is a paid event. Tickets must be purchased on Luma. Get yours:** [luma.com/techto-summer-social-may-27-2026](https://luma.com/techto-summer-social-may-27-2026) TechTO is BACK with its annual Summer Social at Bobby Bermuda's Sunset Bar. 🌊 **The setup** 600 people. Tacos. Drinks. Sunshine on Toronto's waterfront. One of the most coveted outdoor venues in the city. Need we say more? 🤝 **The crowd** Founders, operators, investors, and builders from across Canada's tech scene - all in one place, all in a good mood. This is the event where real connections get made. 🌮 **What's included** Every ticket comes with food and one drink (alcoholic or non-alcoholic). Just show up and make it happen. 📍 Bobby Bermuda's Sunset Bar (formerly The Slip), 235 Queens Quay W, Toronto 📅 Wednesday, May 27, 2026 · 6:00 PM – 10:00 PM

🌟Get up to 20 mini dates with likeminded professionals with the same life goal & intention for marriage within 5 years. 📅 **When:** Wednesday\, May 27\, 2026 \| 7:00pm – 10:00pm 📍 **Where:** Dzô Viet Eatery (308 Dundas Street West, Toronto – Chinatown) ✨ **What to Expect:** * A dedicated and experienced event host & emcee - Andrea Lo * Icebreakers and intros * Speed dating rounds (only 1-1.5 hr to keep it light) * Open mingling so you talk to anyone you missed or spend more time with someone * Digital match form * 🎟 **Tickets:**[ \[Buy Here\]](https://www.eventbrite.ca/e/toronto-dating-hub-may-speed-dating-for-marriage-minded-professionals-tickets-1987576856883?aff=meetup) **(must buy ticket from website - RSVP from Meetup doesn't count)** ⚠️ **Important:** ***Tickets are non-refundable***. Each ticket includes a ***$15 deposit*** that will be deducted if you cancel before the event date. No credit will be offered for same-day cancellations or no-shows. 🔗 Can’t make it? Follow **[Toronto Dating Hub](https://www.torontodatinghub.com/)** for upcoming mixers & events! 🌟

Can your agents scale without bankrupting your API quota or your compute budget? Join this session to explore a production-ready architecture that uses the LLM Council pattern, Google’s Agent Development Kit (ADK) for Java and Spring AI, all deployed on Cloud Run. And discover how replacing probabilistic reason-and-act (ReAct) loops with LLM Council enable goal-oriented action planning (GOAP) creates agents that are not only smarter but also significantly lighter and faster – making them the perfect workload for serverless execution. **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** Dan Dobrin is an App Architect in Google Cloud, helping customer teams adopt modern AI technologies, cloud-native patterns, practices and technologies in GCP. Dan focuses on building GenAI applications, adopting AI coding assistance tooling with Gemini, Native Java Images, Spring AI, event-driven architectures, production-readiness and performance optimization. Prior to joining Google Cloud, he has built highly scalable, low-latency, frameworks for technology, security and financial services organizations.

Don't be disappointed if you don't see a bunch of people attending. I advertise this on multiple platforms and the class usually sells out. \*\*If you don't use Paypal, email me at ralph@socap.ca and we'll figure it out. You can pay be etransfer or with a credit card/cash at the venue.\*\* Improv comedy uses several techniques to create laughter. These include, creating an atmosphere free of judgement, saying 'yes', active listening, being positive, putting your focus on others, and the importance of play and laughter. Not coincidentally, these are the same things that happen to us naturally when we are bonding with another person. In this class, we'll explore these techniques not with the goal of being funny, but with the goal of being people that other people want to be around. The teacher, Ralph MacLeod, is a co-founder of two independent improv clubs in Toronto - Bad Dog Theatre and Social Capital Theatre. He's been teaching improv for over 30 years. He also teaches these same techniques to several organizations including UofT, Google, Kraft, Shopify and many, many more. Please feel free to ask any questions you may have! FAQs and Good To Know.... After every event, a group from this class sit down and have a drink together so be prepared to stay if you want! Of course, you don't HAVE to. You also don't have to be single or bring a friend. The vibe of this class is much more 'making new friends' than a 'singles' mixer'. We usually run to 8:15 so pay for extra parking!

Welcome to the dbt Meetup, Toronto Tech Week 2026 Edition! dbt Meetups are networking events open to all folks working with data. Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, AI, data stacks, data ops, modeling, testing, and team structures. **To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy)** Toronto Tech Week is a citywide celebration of the people building what’s next. From May 25–29, 2026, founders, investors, and builders come together for hundreds of community-led events across Toronto, connecting tens of thousands of people around Canadian tech. Torontotechweek.com. **Agenda** * 6:00 > Arrive, Eat, Drink, and be Merry (aka Socialize) * 6:30 > Speaker 1 and 2 presentations **Instructions**: * Meet at entrance and someone will escort you for check-in **Speaker Sessions:** **1st Speakers:** * [Josh Harris](https://www.linkedin.com/in/josh-harris-86188983/), founder of AnswerLayer. * **Topic**: Open Semantic Interchange shipped in January 2026 with dbt Labs as one of the co-leading vendors. OSI v1.0: what it is, why it exists, and what it means for dbt users. **2nd Speaker:** * **TBD** * **Topic:** TBD Reach out if you're interested in volunteering/speaking! ➡️ Join the dbt Slack community: [https://www.getdbt.com/community/](https://www.getdbt.com/community/)🤝For the best Meetup experience, make sure to join the #local-toronto channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/)). dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

Hello everyone, I'd like to invite you out to our **Sunday Night with Friends-Dinner, Cocktails and Conversations** get together. -Reserved seating, friendly people, good conversation and great food awaits! So please plan to join us if you can :) \*Joined by my other groups too; so we can anticipate a fantastic evening **Time: 6:30 p.m. -9:30 p.m.** **Location:** La Carnita - Good Fortune Bar (Main Floor) **Address:** 130 Eglinton Ave. Toronto, ON M4P 2X9 Free Paring on Eglinton on Sundays on the North Side (Just East of the Restaurant) Event Details Bellow: Sincerely, Steve Flemming (Organizer/Host) Event Details: **Sunday Night with Friends! (Dinner, Cocktails and Conversations)** -The great thing about this dinner party is you're free to move around to different tables and meet the other members too throughout the evening **Dinner Party Topics** may include but not limited too: Travel, Culture, Spirituality, Relationships, Modern Dating, Life after Marriage, Work/Life balance, Art, Technology, Economy, Music, Movies, Sports, Fashion, Hobbies, Books, Psychology, Philosophy, the Future, History, Pop Culture, Theatre, Living the Good life etc.) **Arrival Time:** \*Join us any time between 6:30 pm and 7:15 pm (if you can) for a fun and highly interactive evening as we get to know the members over dinner and great conversations (of your choice) Event goes until roughly 9:30 pm (stay later if you like) **Event Fee:** 5 dollars (cash only please) (HST included) or in advance by e transfer to **[steveflemming11@gmail.com](http://steveflemming11@gmail.com/)** \-\-\-\-\-\-\-\-\-\-\-\- **Friendly Reminder:** \*One beverage or appetizer minimum to support the venue- this is greatly appreciated :) \-\-\-\-\-\-\-\-\-\-\-\- **Parking Available:** \*Plenty of free street parking on Eglinton and (Residential area south/east of venue for free) **Close to Subway Station:** \*Also right beside the Yonge/Eglinton subway station \-\-\-\-\-\-\-\-

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** **If you can HOST our volleyball event, peope learn basic Skills from you. Reserve as HOST, get paid** * People will **learn basic skills and rules from** **Our Host Leon** 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** and 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 Natalie 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

🚨📢 **Please register using this link:** 👉 https://usergroups.snowflake.com/e/mwgfby/ **Bring your laptop fully charged. No prior CoCo experience needed.** Join the Snowflake Toronto User Group for **CoCo Labs** — a hands-on evening dedicated to **Cortex Code (CoCo)**, Snowflake's AI coding agent that takes data teams from natural language to production-ready code. ​You'll get a live demo from Snowflake SMEs, guided hands-on lab time, and the chance to build real things: fix a data pipeline and create your first Cortex Agent — all through conversation with CoCo. Wrap up the night by showcasing what you built (only for the brave!), then stick around for networking and happy hour. A light meal and refreshments will be served. **Agenda 🗓️** ​5:00 – 5:15pm - Arrival and check-in ​5:15 – 5:30pm - Welcome + Cortex Code Overview ​5:30 – 5:45pm - Account sign-up and set up of Cortex Code ​5:45 – 6:30pm - Cortex Code Workshop * ​Diagnose a stale pipeline, fix it, and onboard new sources * ​Build your first agent: enable business users to ask natural language questions on our data ​6:30 – 7:00pm - Explore Cortex Code on your own ​7:00 - 7:20pm - Brave Soul Showcase ​7:20 - 8:00pm - Networking & Happy Hour

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

**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 use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. 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.

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.