Search, Information Retrieval

We are teaming up with Mapillary to host the February GeoDC meetup at the Meta DC office. Whether you’re a local Washingtonian, a seasoned OSM contributor, or a GIS professional. Join us for an evening of lightning talks, networking, and amazing conversations about maps and geospatial technology with a focus on street-level imagery. Since this event is being held at the Meta office you must[ RSVP using this form](https://docs.google.com/forms/d/e/1FAIpQLSe35JmapvZlryI3f-uZbpbA-zNFHUGlWO_-8N1yCyFQs00sNQ/viewform) by Friday February 6th. Space is limited so keep an eye out for the event update. Check out the lineup below for details and let us know if you've used Mapillary and would like to talk about your experience. ### The Lineup 18:00 \| Doors Open: Grab a slice\, a drink\, and catch up with fellow mappers\. 18:45 \| Welcome: Quick intros from the GeoDC crew and Mapillary\. 19:00 \| Lightning Talks: Rapid\-fire presentations on GIS\, cartography\, and the power of open imagery\. * Interested in speaking? Reach out! 19:45 \| The Spatial Social: Open networking and informal demos\.

It’s the day to celebrate America’s favorite food. National Pizza Day is the the biggest single day food holiday in the pizza industry. Alfreda is a popular pizzeria in Washington, D.C.'s Dupont Circle neighborhood, known for its handcrafted sourdough pizzas, fresh salads, and craft cocktails, with a focus on quality ingredients and a simple, sophisticated dining experience. It's praised for its crispy, flavorful crust and is considered a top pizza spot in the city, [Alfreda](https://www.alfredadc.com) pizza in Dupont Circle offers a $25 off coupon for $75 or more spent. i picked one up to share. Hope to see you there on this national holiday for citizens of the pizza state of mind.

Please join us. We are a group of 6-12 people who come together weekly on Mondays for an hour of silent meditation, walking meditation. No RSVP needed; just show up! We all need more silence and peace in this world. We end with tea and snack and a poem with sharing. Our first meditation is 10 minutes, then 5 minutes walking meditation, and end with 20 minutes of silent meditation. Beginners or anyone interested in silent meditation and fellowship are welcome. We meet in the sanctuary In [Rockville United Church](https://www.rockvilleunitedchurch.org/) in Twinbrook, MD. Plenty of parking. Enter the main door and look for a green sign. ***This is a good place to rest and refresh on the way home from work and before dinner.*** Free. Try it.

We are told to "go with the flow," but life is full of grit. **Question 1:** Is suffering an inherent part of the "Earth curriculum," or is it purely a mistake of the human mind’s perspective? **Question 2:** Where is the line between "accepting what is" and being passive/lazy? Can you take radical action to change the world while still being in a state of nondual acceptance? **Question 3:** Think of a current "suffering" in your life. If you removed the story you tell yourself about it, what is actually left? *Thank you guest facilitator, Erin!* \-\-\-\- ***“I am struck with how rare it is to find a few good friends on the path. It is easy to find people who simply want to sit and be entertained by teachers, or who want to sit and entertain by playing the role of teacher. In other words, the quest for affirmation often outweighs the quest for truth.*** ***Yet you may have one or two good friends, and definitely have one or two waiting to be discovered. Find them; be thankful.”*** ***— Shawn Nevins*** 'What will make me happy in life?' ... 'Am I my thoughts?' ... 'What is Enlightenment?' ... We meet every week to ask questions like these in the pursuit of Self-Knowledge and Truth. We are interested in topics like: Zen, stoicism, spirituality, psychology, mindfulness, Nisargadatta, non-violent communication, Socrates, existential philosophy, Alan Watts, taoism, Eckhart Tolle, meditation, Ramana Maharshi, etc. But we are not affiliated with any dogma, philosophy, or religion. Our goal each meeting is to serve as mirrors for one another using question-based inquiry in a safe environment. In a session, every participant takes turns discussing the week's question or topic, and the group asks reflective questions without any agenda besides trying to understand the person's beliefs. A few other guiding principles of our group: * No one is obligated to share * Be honest with yourself and others * Do not try to convince others to believe or think as you do * Keep the focus on the person being questioned We meet at the [Bethesda Library](https://maps.app.goo.gl/GWMozF8zpY1m1PY26) every Monday. The library is a 5 minute walk from the Bethesda Metro on the Red Line, approx 25 minute Metro ride from Metro Center and Gallery Place stations. The library has a a parking lot with metered parking for $1/hour. \*\*\* WE WILL BE IN MEETING ROOM 3 UNLESS OTHERWISE NOTED ----- THE MEETING ROOM IS IN THE BACK OF THE LIBRARY \*\*\* Please contact us with any questions!

Let's try out a new venue that just started playing the District Trivia game! True Food Kitchen is a restaurant in the Mosaic District of Merrifield serving lots of healthy food, with some good food being available as well. It should be an interesting place to play! Parking is available in the adjacent "Market Garage." Team limit is six people. Try to arrive a little early to grab a table and get all set up. See you there!

It's Indie Dev Night! Bring your games that you've made, your game idea, or just your passion for game development! This is an informal event to talk game development with like-minded folks. We'll be hosting this IN PERSON at the MLK Jr. Library in room 401-A Closing Time at the library: 8:30 PM

We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member sharing a use case and, as usual, an Elastic employee sharing their expertise as well. Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Tuesday, February, 10th from 5:30-7:30 pm EDT **Location:** Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203 **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent * 6:30 pm: Q&A * 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project! **"Agent Builder: Providing Relevant Context for Data Driven Agents"** What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder. **Parking:** * The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street * Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA) * A Metro Station is located across the street

IMPORTANT PLEASE RSVP @ https://www.meetup.com/washington-dc-elastic-fantastics/events/312487028/?eventOrigin=group_upcoming_events \*\*\* **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: Talk 1 * 6:30 pm: Q&A * 6:40 pm: Talk 2 * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Sandon Jacobs, Sr. Developer Advocate** ***Streaming Context: Powering Semantic Search with Kafka and Elasticsearch*** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project!

A unique worship experience for adults looking to engage their mind, body, spirit, and taste buds! Sundays, 5PM Join us each Sunday for a guided time of stretching, meditation, and mindfulness (think Yoga Church) – followed by a free mocktail and conversation! It’s a great day to end one week – and begin another. No reservations needed; just show up. (Invite a friend!) [https://www.thevineva.org/stretch-sip](https://www.thevineva.org/stretch-sip?fbclid=IwZXh0bgNhZW0CMTAAAR5PvfHVivaZWvu3F4k-dNoYLoXZ9EkAZKcaOcJ2fBP09QM_svyEG0tkZgIH-w_aem_GVuOBm_3I478NQM3Lkqe0A) 2501 Gallows Road, Dunn Loring, VA 22027

We’re excited to continue building AI in Practice with our monthly social! 🎉 Each month, we’ll host an informal happy hour and dinner at Upside on Moore in Rosslyn. Come join fellow AI builders, professionals, and curious minds for a relaxed evening of conversation, connection, and community. Whether you’re working on AI systems, advising on responsible adoption, or just interested in how AI is shaping law, compliance, finance, healthcare, defense, software, mission-driven organizations, or public service — this is a chance to meet like-minded people and help shape what this community becomes. 🍸 Drinks and food are available for purchase at the venue. 🤝 No formal agenda — just introductions, networking, and sharing what excites us about AI in practice. We’re so grateful for the early enthusiasm, and we look forward to seeing you each month as this community grows! **Date, Time & Location** 5:30 PM – 7:30 PM Thursday 23 October 2025 Upside on Moore 1831 Moore Street Arlington, VA 22209

Hello everyone, we are excited host our first meetup of 2026! We'll have an amazing speaker presenting on a great topic. Hope to see everyone there! **Schedule** 5:00 pm - 5:30 pm - Sign-in/Meet and greet/networking 5:30 pm - 6:30 pm - AutoMobile 6:30 pm - 7:00 pm - Networking **Talk and Speaker Details** **Time:** 5:30 p.m. EST. **Title:** AutoMobile **Summary:** What if you could tell an AI agent "explore this app and find accessibility issues" and watch it navigate your mobile app autonomously? AutoMobile makes this possible today. AutoMobile is an open-source MCP server that gives AI agents native control over Android and iOS devices using natural language. It combines platform tools (adb, simctl) with custom Kotlin AccessibilityService and Swift XCTestService to enable AI-driven mobile workflows that are 10x faster than existing automation frameworks. Live demonstrations include: \- Install & run from scratch \- AI agent running UX deep dive\, reproducing bugs \- Accessibility & performance audits \- What running tests looks like \- Prototype IDE integration **Speaker:** Jason Pearson **Speaker Bio:** Jason Pearson spent the last 15 years building great UX across Android, iOS, Mac, Web, Backend, and Windows. Now he's applying all of that to AI tools while working at Slack in DevXP. **How to find us:** 1680 Capital One Drive, McLean, VA 22102 We'll be located in C2 **100 A**. The area is publicly accessible. If you can't find it, you can ask the front desk for directions to the **C2 100 A** **Attending Virtually?** We'll be streaming the event on Zoom [https://us06web.zoom.us/j/85740109015?pwd=1FQJyvaQp2ZgRrj5drb3a2FGVqll7H.1](https://www.google.com/url?q=https://us06web.zoom.us/j/85740109015?pwd%3D1FQJyvaQp2ZgRrj5drb3a2FGVqll7H.1&sa=D&source=calendar&usd=2&usg=AOvVaw1A-o2UNm0I1YVmkJcSCxfx) Meeting ID: 857 4010 9015 Passcode: 437286 **Parking**: You can park at 1680 Capital One Drive; this garage has a sign indicating public parking. Or at the WEGMANS parking lot.

To secure your spot, purchase your ticket from the Eventbrite link ([https://www.eventbrite.com/e/speed-dating-40s-60s-valentines-edition-tickets-1980498949672](https://www.eventbrite.com/e/speed-dating-40s-60s-valentines-edition-tickets-1980498949672)). RSVPing only on the Meetup Page doesn't allow you to attend the Event. ADVANCE TICKET PURCHASE IS REQUIRED. ABOUT THE EVENT Come meet your your VALENTINE! We have lots of success stories. Our Speed Dating Event is just like a happy hour. It is structured and with purpose. So, come relaxed, natural and be ready to have fun. As usual we will try to make it a low pressure event. The only huge favor we ask from you, is to be on time. Ticket price includes a ***COMPLIMENTARY*** ***DRINK (House Wine/House Beer/Rail Drinks)!*** DRESS CODE : Anything red is highly recommended. DATING SESSION : 1\. We mingle and socialize for the first half hour\. 2\. We will give each couple 3 minutes seated interaction time\. 3\. After we finish the rotation\, the party continues at the cash bar \(which means you pay as you go\)\. 4\. Since we paid for the venue\, it is non\-refundable\. However\, we will refund fully if the event is cancelled\. 5\. The payment secures serious and committed people and it is subject to increase\. 6\. RSVP will be open up until matches between sexes evens up\. However\, RSVP doesn't guarantee attendance\, unless you buy your ticket\. We constantly update the RSVPs\. 7\. If you are not able to attend you can sell your ticket to same sex\. 8\. For the dating session\, we seat one man across from each woman\. Then\, we rotate each man to the next woman\, until each man has met each woman present\. Please try to speak loud\, since everyone would speak at the same time\. 9\. After the 3 minutes time is up\, you will then secretly circle yes or no on your date card depending on whether or not you would like to get to know the person you just met better\. 10\. Address will be sent\, to ticket holders\, on day\-off\. 11\. This is meant to be an intimate experience and we have very limited space\. RSVP soon\! http://photos1.meetupstatic.com/photos/event/8/b/9/f/600_432575743.jpeg Payment Instructions : 1\. Login to see the 'Get Ticket' button\, on the ticket link\, after RSVPing\. Then hit the button\. 2\. Verify correct dollar amount for number of people you're paying for\. 3. **If you don't have a Paypal account, click "Pay with a Debit or Credit Card".** 4\. If you have a Paypal account\, simply log in\, and pay as you normally would via Paypal\. **How to Unblock the Pop-up Blocker on Your Phone** Many of our patrons advised us that they have a Pop-up Blocker on their iPhones and they hinders them from buying tickets. To unblock, please follow the following steps : For Safari Users : 1\. Go to Settings 2\. Scroll down to Safari and click on it 3\. Select Block Pop\-ups and turn it off\. For Google Chrome Users : 1\. Open Google Chrome\. 2\. Click on the three dots and you will see many options\. 3\. Click on Settings\. 4\. Scroll down to content settings\. 5\. Select Block Pop\-ups and turn it off\. Refund and Ticket Resell Policy All sales are final. We only refund the full amount, if the event is canceled. If it is rescheduled, we will send an email to ticket holders advising that. A full refund will be given to those that let us know within 2 calendar days of the update email, if you are unable to make it on the new date. No refunds will be given after that time. However, you can sell your ticket to someone else if you are unable to attend. Please, feel free to post in the comment box for the event, that you have a ticket for sale. Work out payment between yourselves, and have the seller only send the organizer a message letting us know the full name of the person taking your spot. You must let us know two hours before the RSVP close time, on the day of the event. PARKING INFO Parking might be a challenge and the event involves drinking. We highly recommend a shared ride or taxi service. DRINK RESPONSIBLY. **FOR FURTHER INFO, REFER THE EVENTBRITE LINK AND PURCHASE TICKETS. IT RULES.**

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

**[There will be one surprise activity at this event - I will update the description as I am allowed]** Let's get together and **WORKSHOP** about Job Searching and Career Management. Here are some of the content areas we can cover - expect this to change. * Using AI effectively (search, resume). * Job Search Tooling (i.e. TopResume, Job-Squid). * Resume / LinkedIn Review * Practice Interview * Practice Elevator Pitch Food and drinks will be available. **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

**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 **Abstract** TBD **YouTube Link** TBA

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

We will have lunch at Cap City Diner in Gahanna at 12:00 then walk over to the theater afterwards. The Movie Solo Mio starts at 1:20.It will be posted when tickets available to purchase probably the week before then we’ll post our seat number so we can all sit together 😎

Let’s try MILO this week. Back to our old stomping ground COLUMBUS RECREATION CENTERS require membership fee to play. Register & Pay at the desk when you arrive. $5 day pass is available for first time players. I have some extra pickle ball paddles and balls if you don’t have one. Definitely bring your own paddle if you have one and bring some balls if you have them. Legal Stuff: The event hosts/Organizers are just fellow member volunteers. By participating in any event, you assume all risks of liability and injury inherent in these activities. You are responsible for your own safety and for determining if you are in condition fit to participate. You are also responsible for knowing and abiding by all laws and rules during your participation in any event.
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