Python

Building production-ready AI Agents with Spring AI, Embabel and Amazon Bedrock AgentCore (Vadym Kazulkin) **\-\-\- Language \-\-\-** This meeting will be in English. **\-\-\- Agenda \-\-\-** 19:00 - 19:10: AWS User Group Bulgaria Intro 19:10 - 20:00: Building production-ready AI Agents with Spring AI, Embabel and Amazon Bedrock AgentCore (Vadym Kazulkin) 20:00 - 21:30: Q&A, Networking \-\-\- **Location and Parking Options** \-\-\- WorkBetter, 51, "Cherni Vrah" Blvd, 1407 Sofia [https://www.workbetter.bg/location/](https://www.workbetter.bg/location/) Parking is available at WorkBetter for free; mention that you are there for the event. \-\-\- **Session Abstract** \-\-\- Amazon Bedrock AgentCore enables us to deploy and operate highly capable AI agents securely, at scale. It offers infrastructure purpose-built for dynamic agent workloads, powerful tools to enhance agents, and essential controls for real-world deployment. In this talk, we'll dive deep into various aspects of how to implement an AI Agent in Java using Spring AI, including using the MCP Streamable HTTP Client to talk to the MCP Server with exposed tools. Then, we'll look at the Embabel framework for authoring agentic flows on the JVM that supports intelligent path finding towards goals and cover its benefits. We'll host our agent on Amazon Bedrock AgentCore Runtime and look at other AgentCore features like Observability (in standardized OpenTelemetry compatible format), Gateway (to securely connect to MCP-compatible tools), short and long-term Memory, and Identity. Finally, we'll look at the spring-ai-agentcore project, which provides various integrations between Spring AI and Bedrock AgentCore. See you there!

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

Building production-ready AI Agents with Spring AI, Embabel and Amazon Bedrock AgentCore (Vadym Kazulkin) **\-\-\- Language \-\-\-** This meeting will be in English. **\-\-\- Agenda \-\-\-** 19:00 - 19:10: AWS User Group Bulgaria Intro 19:10 - 20:00: Building production-ready AI Agents with Spring AI, Embabel and Amazon Bedrock AgentCore (Vadym Kazulkin) 20:00 - 21:30: Q&A, Networking \-\-\- **Location and Parking Options** \-\-\- WorkBetter, 51, "Cherni Vrah" Blvd, 1407 Sofia [https://www.workbetter.bg/location/](https://www.workbetter.bg/location/) Parking is available at WorkBetter for free; mention that you are there for the event. \-\-\- **Session Abstract** \-\-\- Amazon Bedrock AgentCore enables us to deploy and operate highly capable AI agents securely, at scale. It offers infrastructure purpose-built for dynamic agent workloads, powerful tools to enhance agents, and essential controls for real-world deployment. In this talk, we'll dive deep into various aspects of how to implement an AI Agent in Java using Spring AI, including using the MCP Streamable HTTP Client to talk to the MCP Server with exposed tools. Then, we'll look at the Embabel framework for authoring agentic flows on the JVM that supports intelligent path finding towards goals and cover its benefits. We'll host our agent on Amazon Bedrock AgentCore Runtime and look at other AgentCore features like Observability (in standardized OpenTelemetry compatible format), Gateway (to securely connect to MCP-compatible tools), short and long-term Memory, and Identity. Finally, we'll look at the spring-ai-agentcore project, which provides various integrations between Spring AI and Bedrock AgentCore. See you there!

🔗 **FREE Registration:** [www.discoverydaysofia.com](http://www.discoverydaysofia.com) **Discovery Day 2026: Inspire. Build. Lead. WITH DATA** The sixth edition of the conference bringing together DATA experts who create value through data and business leaders who turn it into vision and growth. Organized by the “Let’s SQL Together” and “Azure Analytics” user groups, with INSPIRIT as proud host and general sponsor. In 2026, Discovery Day Sofia goes two days for the first time – expanding as the community grows and the role of Data & AI becomes even more critical for modern organizations. Join us to stay at the forefront of the **Microsoft Data Platform ecosystem**, learn from real-world experience, and turn data into real value and growth. 🔗**Full event details and tickets:** [www.discoverydaysofia.com](http://www.discoverydaysofia.com)

Calling all working parents in Sofia! Join us for a Networking Brunch where we will focus on supporting each other in navigating the challenges of balancing work and family life. This event is open to working moms and dads, whether you are an expat, a stay-at-home mom transitioning back to work, or an entrepreneur juggling multiple roles. Let's share our experiences, exchange tips, and build a supportive community to help each other thrive in our professional and personal lives. Come connect with like-minded individuals, gain valuable insights, and leave feeling empowered and inspired to tackle whatever comes your way. **Don't miss this opportunity to network, learn, and grow together with Sofia Building Business Moms & Dads!**

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

**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

**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: In this session, we will explore the concept of hyperdimensional computing (HDC), a brain-inspired method of computing. We'll begin by talking about neurons and the brain. Through simple Python examples we’ll dive into HDC and answer: What it is? How does it work? And, how does it learn? We will review how other researchers have applied HDC and demonstrate how it can be used for solving cybersecurity tasks. Where deep learning fails, HDC excels. No supercomputer? No problem. HDC offers interpretability, low energy requirements, robustness to errors, online learning, on-device learning, and more. By pushing the difficult calculations into the embedding process, learning becomes a cinch. By the end of this talk, attendees will have everything they need to teach their own hyperdimensional computing models. 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

**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

**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

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

**Talk Description** Coming soon **Agenda:** 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

Who’s up for a pizza night at the highly requested Pizza House? 🍕🍻 Join us at for great pizza, good laughs, and even better company! Come hungry and ready for a cheesy good time.