API

Search is one of those things that *feels* simple — until you're the one building it. Why does `$regex` fall apart at scale? How do you handle typos, relevance, and performance all at once? And what happens when users search by *meaning*, not just keywords? Join the **Dublin MongoDB User Group** for an evening dedicated entirely to **Search** — from the foundations of Apache Lucene, to building production-grade search experiences with MongoDB Atlas Search, to the frontier of Semantic Search with vector embeddings. We'll also have a real-world use case walkthrough from someone who's been in the trenches solving search problems for customers. And yes, you can walk away with an 🎖️ **Search Fundamentals Skill Badge** 🎖️ which you can share on your LinkedIn profile. No laptop needed, just your phone! *** **🛠️ What we're covering:** **The "Why" — Search is Hard** A practical look at why developers struggle with search: fuzzy matching, relevance scoring, tokenisation, and why regex just doesn't cut it. **The "Story" — A Real Use Case** Hear from a practitioner who's helped customers go from "this search is broken" to "this actually works." Less Lucene textbook, more honest problem-solving. **The "How" — Atlas Search Deep Dive** We'll go under the hood on how Atlas Search (built on Apache Lucene) works, and show you how to wire it up in your own applications. **The "Future" — Semantic Search** Beyond keywords — how vector embeddings and semantic search let your application understand what users *mean*, not just what they *type*. *** **📅 Agenda (6:00 PM – 09:00 PM)** * **6:00 – 7:00 PM \| Networking & Pizza 🍕** * **7:00 – 7:30 PM \| Search 101: How Search Actually Works** From text indexing to Lucene — the fundamentals every developer should know. * **7:30 – 8:00 PM \| Real\-World Search Use Cases** What does bad search look like? What does great search look like? Stories from the field. * **8:00 – 8:30 PM \| From Generic Search to Atlas Search & Semantic Search** How MongoDB Atlas Search brings it all together — and where vector embeddings take you next. * **8:30 – 09:00 PM \| Search Fundamentals Skill Badge 🎖️ \| Open Discussion & Networking** *** See you there! 🎯

A casual meetup for people working or interested in GIS The goal is simple: meet people in the geospatial industry, exchange ideas, discuss projects, and grow the Irish geospatial community. No presentations. No pressure. Just good conversations. Whether you are a student, analyst, developer, planner, engineer, or just curious about maps and spatial tech — you are welcome. Bring: * yourself * project ideas * questions * interesting map stories

Join us to **practise and improve your target language with native speakers on Thursday downstairs in River Bar** (Burgh Quay, Dublin 2) from **6.30pm to 8.30pm**. **Our system:** **• You sit opposite a native speaker of the language you're learning** **• You speak 5mins English, 5mins other language, then change table** This ensures everyone gets an equal opportunity to practise the language they're learning. Our team seats people, controls the time, organises the table changes etc. What to expect: • Relaxed easy going atmosphere • Professional and quality service • Great networking opportunities • All levels welcome from absolute beginner to fully fluent • A big mix of ages with attendees at each event from 18 to 70+ years old • Topic cards on the tables to help start conversations Wide range of languages: We usually have **native speakers of English, Spanish, French, Portuguese, German, Italian, Japanese, Chinese** and more depending on who shows up. **Admission fee €7** (€6 for student card holders). **No pre-registration required, just show up**. Loyalty card system: Come to 5 events and the 6th is free. Over 150,000 people have attended our language exchange events since 2012 to practise and improve their target language - you can too! Everyone is welcome! For more news and info check: Website: [www.languageexchangeireland.com](http://www.languageexchangeireland.com/) FB: [www.facebook.com/languageexchangeireland](http://www.facebook.com/languageexchangeireland) Instagram: [www.instagram.com/languageexchangeireland](http://www.instagram.com/languageexchangeireland) NOTE: The MeetUp attendance does not reflect actual attendance. There are usually around 100 people at each event.

These group harmony singing and vocal exploration sessions are for anyone who is longing to connect to themselves and others through the voice in service to a more loving world. These 5 weekly Thursday night sessions which run from 30 Apr to 28 May, are all about freeing your voice, singing in harmony and feeling part of a community of warm, friendly people. We will continue till 2 July, so you can also enrol on another 5 week set after this one if you feel inspired to keep going! Over the course of these sessions we will explore together what it is like to cultivate a sense of **being enough (with less effort)**. This is a radical rejection of the ideology of self-improvement, productivity, speed, talent, growth and individualism which we are surrounded by. When we sing, we work intimately with worries around what we sound like, whether the sounds we are making are acceptable, whether we are ‘doing it right’ and ultimately whether we are enough. As we notice these thoughts and feelings, we can invite the ease with which we were born to return. We also work intimately with liberation of our breath and body. > In these sessions you will be invited to become more aware of opportunities to try less, let go more and you will learn about how to support your voice through diaphragmatic breathing and somatic connection. Humans have gathered to use their voices as tools for healing, prayer, divination, plant communication, echoes of topography, expressions of identity, creators of harmony and much more but music and singing have been reduced largely to entertainment and big business in modern capitalist culture. In these sessions we **reclaim our voices as technologies of connection and enchantment**. Singing is not for the few, it is our birthright and a means to better health and wellbeing. We will experience beauty not only in the aesthetics of our voices but in their authenticity and capacity to connect us. We do not have to sound or look beautiful to *be* beautiful as we are all miraculous beings simply by existing. Singing is one of the most powerful tools to connect and bond human beings so as we sing together, you will experience a sense of being held in a container of human sound, a balm for the soul. You may even experience a sense of ‘interbeing’, a deep sense of interconnectedness and non-duality. Contrary to what we are told, us humans are not on this Earth to compete with and dominate each other. > We are all leaves of the same tree, cells of the same organism, stewards of the same Earth. This course will also be rooted in what we can **learn from Indigenous and traditional cultures and from living systems (nature)**. We will sing songs which connect us to our ancestral lineages and to the Earth. We will musically explore and celebrate concepts from the Global South such as Ubuntu (a set of related African value systems emphasising interconnectedness) and Buen Vivir (a Latin American concept describing living well as sustainably living in harmony within a community including humans and nature) as well as those from closer to home such as ‘*Dinnseanchas’, meaning* lore and knowledge of place and ‘d*úchas’* (heritage and wildness, a sense of where you come from, to whom and to where you belong). This course is open to all, regardless of how you sound and previous experience. The Facilitator: Rachel is a song leader with a background in ethnomusicology and has spent time with many communities around the world facilitating and researching music making, Rachel is also an educator and uses music and singing as a tool for for learning and changemaking in the areas of wellbeing, diversity, sustainability, social justice and community building community. ##### **Booking & Pricing:** 5 week course €140 - €90 sliding scale Info and sign ups: https://fullcirclechange.ie/event/rooted-together-in-harmony/

# **🌍 General Knowledge Quiz – Two Rounds, 100 Questions** Get ready for one of our most popular nights! We’ll run **two independent quizzes of 50 questions each**: **Round 1:** 19:30–20:15 **Round 2:** 20:30–21:15 Join **one** or **both** **✨ All-Encompassing Categories** Each quiz contains **5 questions per category** across: History • Geography • Music • Science • Food Pop Culture • Presidents • Literature • Sports Series & Movies **No repeated questions** between Round 1 & Round 2. **🏆 General Knowledge League 2026** Every time you join a GK quiz, your team’s score is saved. Scores accumulate all year, and the best team wins the grand prize: **Custom jerseys for all members**, featuring: • Your team name • A team photo • Title: **“General Knowledge Champions 2026”** **🤝 Teams & Format** • Groups of **4–6** form their own team • Groups of **1–3** are matched with others • Arrive by **19:00** for smooth team formation • Latecomers join the team with the lowest score • **Fries for every table** • **Top 3 teams** win prizes (per round) • The winning team gets **free entry to any upcoming quiz** **💸 Pricing** **Per Round:** €7 individual • €5 groups of 2–3 • €4 groups of 4–6 **Both rounds:** +€2 extra **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events

Hello Everyone! Let's read something before coming to the event. It can be a few pages from a book, an article, a poem, an advertisement, a joke, a recipe, a quote, social media content - anything you find interesting. We meet and chat about it, as a starting point of conversation. Please feel free to bring books :)

Join us to **practise and improve your Spanish/English with native speakers every Thursday @ River Bar** (Burgh Quay, Dublin 2) from **6.30pm to 8.30pm**. **Our system:** **• You sit opposite a native speaker of the language you're learning** **• You speak 5mins English, 5mins Spanish, then change table** This ensures everyone gets an equal opportunity to speak the language they're learning. Our team organises everything such as the timing, seating people, moving people etc. What to expect: • Relaxed easy going atmosphere • Professional and quality service • Great networking opportunities • All levels welcome from absolute beginner to fully fluent • A big mix of ages with people from 18 years to 70+ attending each event • Topic cards on the tables to help start conversations **Admission fee €7** (€1 off for student card holders). **No pre-registration required, just show up.** Loyalty card system: Come to 5 events and the 6th is free. Over 150,000 people have attended our language exchanges to practise and improve their target language - you can too! Everyone is welcome! For more news and info check: Website: [www.languageexchangeireland.com](http://www.languageexchangeireland.com/) FB: [www.facebook.com/languageexchangeireland](http://www.facebook.com/languageexchangeireland) Instagram: [www.instagram.com/languageexchangeireland](http://www.instagram.com/languageexchangeireland)

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

OpenClaw is having a moment. A personal AI agent that runs on your own machine, talks to you and actually gets things done. **NOTE: Registration needs to be completed here: [giveago.co/register/openclaw-1](https://giveago.co/register/openclaw-1)** It runs on your own machine - a Mac Mini, a Raspberry Pi, a VPS - and actually does things: runs commands, browses the web, manages files, talks to your apps. You reach it through WhatsApp, Telegram, or whatever chat app you already use. It works in the background, remembers context between sessions, and connects to whatever AI model you prefer. No engineering background required. If you can install an app and follow a guide, you can do this. We're running this as part of a three-event OpenClaw series this June, with this being the first. The following events build on the setup and focus on getting productive with the agent and applying it to real work use cases. **NOTE: Registration needs to be completed here: [giveago.co/register/openclaw-1](https://giveago.co/register/openclaw-1)** We'll be working through it together at Baseline, tables of people at different stages, helping each other along. Fresh install or halfway there, there's a spot for you. The goal is simple: leave with OpenClaw alive. Connected to WhatsApp or Telegram. With a personality you've written. Doing at least one real thing. What we'll work through together: * Getting OpenClaw set up (locally or hosted) * Connect to a messaging app: WhatsApp or Telegram * Picking the best model for the job * Writing a SOUL.md: giving your agent a personality that's actually yours * Setting up a MEMORY.md layer * Connecting one real skill before the day is out **NOTE: Registration needs to be completed here: [giveago.co/register/openclaw-1](https://giveago.co/register/openclaw-1)** Prep materials will be sent in advance. Come ready, or come from zero. Both are fine. Bring a laptop. That's it. Run of show: 11:00 Doors open, coffee 11:30 Intro and setup overview 12:00 Build time 13:00 Lunch 13:45 Back to building 15:30 Share what you've got running 16:00 Close **NOTE: Registration needs to be completed here: [giveago.co/register/openclaw-1](https://giveago.co/register/openclaw-1)** \-\-\- ​**Community** [Give(a)Go](https://giveago.co/?utm_source=luma) is a Dublin-based builder community running hands-on events for ambitious people who make things. 30+ events. 1,000+ attendees. Partners include PostHog, LangChain, ElevenLabs, HubSpot and Windsurf. One rule: learning by building.

📚 Pride Month is a chance to come together around stories that feel lived-in, complicated, and real, and this discussion invites us to sit with those voices rather than just skim them. Its roots go back to the Stonewall Riots, and since then Pride literature has grown into a bold, varied body of work—from Giovanni’s Room to A single man and Normal People, each capturing different shades of love and identity. As we read, the aim isn’t just analysis but conversation—what resonates, what challenges us, and what these stories say about how people find themselves and each other. Let's grab a drink (alcoholic or non-alcoholic) and discuss books on pride —whether poetry, fiction, or non-fiction. Bring your physical book or e-reader. There's no formal structure or agenda—just books and good conversation.💬 It's a perfect place to get book recommendations and rediscover your reading momentum if you've hit a slump. We welcome readers of all backgrounds and interests! ⚠️**Something Happened?** If something unpleasant happened to you, it may happen to others. Even if it seems minor, don't hesitate to reach out to me. 🔍 **How to find us?** * When I reach the venue, I'll leave a comment in the meetup where the group is seated. Normally, the booking is in my name, so you can ask the staff for the group. * If you're unable to find us, leave a comment in the meetup page. I'll be able to guide you. We highly encourage you to move between tables and strike up conversations with fellow book lovers. These discussions about literature and reading recommendations are often the highlight of the event! As an organizer, I'm always looking for feedback about the event and suggestions for new events, so feel free to suggest ideas to me. 💡 I look forward to seeing you all! 😊

**✨ What Is the International Meetup?** Meet people from all over the world in a friendly, relaxed and social environment. Whether you’re new to Dublin or a long-time resident, this is the perfect Friday plan to talk, laugh and connect with others. **🌍 How It Works** When you arrive, you’ll get a small paper with a table number. Groups are made of 3–5 people to ensure natural, easy conversations. Every 30 minutes, groups rotate so you meet plenty of new people throughout the evening. No pressure, no awkward silences — just good vibes and international energy. **🍀 Who Is This Event For?** Everyone is welcome! Newcomers, expats, locals, shy people, outgoing people… absolutely anyone. It’s also ideal if you want to practise English in a comfortable and social setting, especially if you can’t join the mid-week Language Exchange. **💬 A Friendly & Safe Atmosphere** Our community is known for being inclusive, open and respectful. Come alone or with friends — you’ll feel comfortable from the moment you walk in. **💸 Pay-as-you-go (Cash / Card)** • €6 General Admission • €5 Students • €4 per person when you bring friends **⭐ Loyalty Card (Automatically Activated)** Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**. **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events **🎉 Join Us** Expect good vibes, friendly people and plenty of great conversations. RSVP now and start your Friday evening the best way possible!

**[FOLLOW OUR LIVE LOCATION HERE!](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)** **✨ What Is the International Meetup – Summer Edition?** Our Saturday outdoor meetup is the perfect way to enjoy Dublin’s summer while meeting people from all over the world. Expect a relaxed, friendly and social afternoon under the open sky — ideal for newcomers, expats and locals alike. **🌤 How It Works (Outdoor Edition)** When you arrive, you’ll receive a small paper with your blanket number. All blankets are already set up in the park — no need to bring your own. Groups of 4–6 people sit together, creating an easy and comfortable environment from the first minute. **🔄 Rotations Every 30 Minutes** Every 30 minutes, groups rotate so you meet plenty of new people throughout the event. It’s dynamic, inclusive and perfect whether you come alone or with friends. **🍀 A Relaxed & Friendly Atmosphere** This event attracts international people from every background. It’s safe, welcoming and naturally social. It’s also a great chance to practise English (or any language!) in a calm and open-air environment. **🥤 Bring Your Own Drink (Non-Alcoholic Only)** Feel free to bring a bottle of water, juice, iced tea… anything soft. Alcohol is not allowed. **🥨 Complimentary Pringles** Enjoy some Pringles during the event — the perfect snack to keep conversations flowing! **💸 Pay-as-you-go (Cash / Card)** • €6 General Admission • €5 Students • €4 per person when you bring friends **⭐ Loyalty Card (Automatically Activated)** Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**. **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events **🎉 Join Us** Expect good vibes, friendly people and plenty of great conversations. RSVP now and start your Friday evening the best way possible!23

_**Please note: There is always a group of regular attendees. Our WhatsApp community is our primary mode of communication. Meetup is used to promote our regular gatherings to, and communicate with, newcomers.**_ Join us for a cozy evening of conversation at our Dublin Sapphics Meetup! This event is for all adult LBTQ+ women* individuals looking to connect with like-minded friends in a casual and inclusive environment. Whether you're a social enthusiast or just looking to make new connections, this meetup is the perfect opportunity to relax, unwind, and socialise with fellow members of the community. Our Dublin Sapphics events are aimed at fostering a welcoming space where everyone can feel safe, supported, and celebrated. Come join us for a delightful evening of camaraderie - we can't wait to meet you!

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

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

We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee Agenda --- Hosted By James Power, Organizer Pete Gordon, Organizer Just a Software Guy in the age of the Internet. Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

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

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/