

# Event Details

- **Event Name**: Ultimate Private AI: Full-Day Hands-On Workshop
- **Event Start and End Date**: Thu, 23 Apr, 2026 at 08:30 am – Thu, 23 Apr, 2026 at 05:30 pm (+02:00)
- **Event Description**: **Hands-on Workshop: Private AI in Go — Run Open-Source Models Locally**

This full-day, hands-on workshop takes you from zero to running open-source models directly inside your Go applications — without cloud APIs, without external servers, and without any data leaving your machine.

## Getting Started

You’ll begin with the fundamentals:

* Loading a model
* Running your first inference using the Kronk SDK

## Configuring for Performance

Next, you’ll learn how to tune models for your specific hardware:

* GPU layers
* KV cache placement
* Batch sizes
* Context windows

The goal is simple: extract maximum performance from whatever machine you are running on.

## Controlling Model Output

With the model properly configured, you’ll take precise control over its output using sampling parameters:

* Temperature
* Top-k
* Top-p
* Repetition penalties
* Grammar constraints that guarantee structured JSON responses

## High-Performance Caching

You’ll explore how Kronk’s caching systems work:

* System Prompt Cache (SPC)
* Incremental Message Cache (IMC)

These mechanisms eliminate redundant computation and dramatically accelerate multi-turn conversations. You’ll see a live progression from full prefill on every request to processing only the newest message.

## Building Real Applications

With the foundation in place, you’ll build practical, production-relevant systems:

### Retrieval-Augmented Generation (RAG)

Create a RAG pipeline that grounds model responses in your own documents using embeddings and vector search.

### Natural Language → SQL

Implement a system that generates database queries from plain English — with grammar constraints ensuring valid, executable SQL every time.

## End-to-End Progression

Each section builds on the previous one.

By the end of the day, you won’t just understand how private AI works — you will have built applications that:

* Load models
* Cache intelligently
* Retrieve contextual data
* Generate structured outputs and code
* Run entirely locally on your own hardware

---

## Workshop Leader

The workshop is led by **William Kennedy**, Managing Partner at Ardan Labs (Miami, Florida).

William travels from the United States to deliver this workshop, following the strong reception of his previous session.

He is the author of *Go in Action* and *The Ultimate Go Notebook*, has written more than 100 technical articles on Go, and is a founding member of GoBridge and the Go Developer Network (GDN), organizations dedicated to expanding Go adoption.

With years of experience teaching and building production-grade Go systems, William brings deep technical expertise and practical insight to this immersive workshop.
- **Event URL**: https://allevents.in/brno/ultimate-private-ai-full-day-hands-on-workshop/200029863438413
- **Event Categories**: Workshops, Art, literary-art
- **Interested Audience**: 
  - total_interested_count: 0

## Ticket Details

- **Ticket URL**: https://luma.com/ultimateai?utm_source=AllEvents.in&utm_medium=event-discovery-platform&utm_campaign=brno-events

## Event venue details

- **city**: Brno
- **state**: JM
- **country**: Czech Republic
- **location**: Clubco CZ
- **lat**: 49.189558240891
- **long**: 16.617310804889
- **full address**: Clubco CZ, Vlněna 526/5, 602 00 Brno, Česko, Brno, Czech Republic

## Event Organizer details

- **affiliate_id**: 2
- **organizer**: Golang Brno (https://allevents.in/org/golang-brno/7988848)

## Event gallery

- **Alt text**: banner
  - **Image URL**: https://cdn-az.allevents.in/events1/banners/83e7ab44152d6dbca53d65447d5f9893b300e31e225596d5367b41e01867242a-rimg-w1200-h900-dc191818-gmir?v=1774549992
- **Alt text**: thumbnail
  - **Image URL**: https://cdn-az.allevents.in/events1/banners/6ab71fe465fabb22bb16f7daf62ad2758501c041d11c950e689c00f389ecfa03-rimg-w300-h300-dc181817-gmir?v=1774549993

## FAQs

- **Q**: When is the event happening?
  - **A:** Thu, 23 Apr, 2026 at 08:30 am (+02:00)
- **Q**: Where is the event happening?
  - **A:** Clubco CZ, Vlněna 526/5, 602 00 Brno, Česko, Brno, Czech Republic
- **Q**: Who is organizing the event?
  - **A:** Golang Brno
- **Q**: What type of event is this?
  - **A:** Workshops, Art, literary-art
- **Q**: Where can I find ticket details about Ultimate Private AI: Full-Day Hands-On Workshop ?
  - **A:** You can find ticket details about this event on AllEvents.

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