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GenAI Cracow #3 - LLM Agents

GenAI Cracow #3 - LLM Agents
Event type:
20.05.2024 (monday)
Na Zjeździe 11

18:00 - 18:10 Meetup opening and Intro

18:10 - 19:00 "LLM Agents - quickstart with LangChain" by Konrad

19:00 - 19:15 Networking

19:15 - 20:15 "Effective multi-agent collaboration: how I created my own AI junior programmer" by Grigorij

20:15 - 20:30 Networking

20:30 - 21:00 Lightning talks / Networking



LLM Agents - quickstart with LangChain

LLM Agents are the new trending topic, especially, in cases where RAG is not enough. We will start with a quick catch-up on what LLM Agents are and how we can use LangChain and LangSmith to build simple LLM Agents including a perplexity clone

Effective multi-agent collaboration: how I created my own AI junior programmer

While developing a code for my startup's web application, I had an idea to replace myself with a multi-agent AI programmer. To achieve this, I explored multi-agent frameworks such as Autogen, CrewAI, and Langraph, and finally designed my own framework (https://github.com/GregorD1A1/Clean-Coder-AI). In this talk, I'll share my experiences in establishing a personal AI software house. We'll discuss how to equip AI with the right tools, how to organize AI agents and combine them with programming to achieve a reliable system, how to enable AI to control other AI, and how to make agents create a frontend based on graphic designs. Finally, we'll answer the question: should we, as programmers, start looking for another job?


Grigorij Dudnik

Grigorij is an enthusiast of generative AI, working in the field from almost its inception. Author of TinderGPT, an open-source autonomous AI dating app assistant. He is fascinated by the topic of multi-agent cooperation and uses AI agents to create code for the entire application from scratch. Contributes to Microsoft Autogen framework, which allows orchestrating those agents. He is also interested in open-source LLMs and their application in different fields, including robotics. He works with finetuning of open-source models. Grigorij creates educational content on YouTube about AI development and open-source LLMs.

Konrad Bujak

Generative AI Engineer and Product Manager, working in IT for the past 12 years. MSc. in ML Engineering. Consultant in implementing Generative AI into existing products. IoT and homelab enthusiast.



Exadel (formerly Codete) is a software company based in Poland that specializes in custom software development and IT consulting. Codete in numbers:

- 350+ specialists

- 3 offices in Krakow, Lublin, Berlin, and coworking spaces in major Polish cities (Warsaw, Wroclaw, and Gdansk).

- 120+ projects

- 70+ clients from around the world

In January 2022 Exadel opened its own resto-bar Techie’s where we host the best tech events in town.

No Fluff Jobs is a job portal that helps candidates and employers find suitable business partners. Since 2014, it has implemented transparent recruitment practices, meeting the needs of both candidates and employers.

They ensure that each job posting includes:

  • Specific information about the position,
  • Published in a clear and transparent manner,
  • Presents the financial expectations of the offer.

They also implement solutions based on artificial intelligence, aimed at speeding up and automating the recruitment process.

Profile of employers

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