CHATGPT, LLMS AND LANGCHAIN
APRIL 7-9, 2025 | VILNIUS, LITHUANIA
Embark on a transformative journey into generative AI with our immersive 3-day workshop. Designed to build a strong foundation, this course will teach you to develop ChatGPT-powered applications and utilize the capabilities of Large Language Models (LLMs) and LangChain for impactful, real-world use. Whether you’re looking to innovate or enhance existing solutions, this workshop will provide the skills and insights to bring your vision to life. Step into the future of application development and explore the limitless potential of generative AI.
WHO IS THIS COURSE FOR?
This course is for individuals with some programming experience, preferably in Python, who are eager to explore the evolving world of ChatGPT-powered applications. Whether you’re a skeptic of AI hype or a curious enthusiast, this workshop provides valuable insights and hands-on learning opportunities.
WHAT YOU NEED TO PREPARE?
To participate in this workshop, you only need a laptop with a modern browser, and an open mind.
WHAT WILL YOU GET FROM THIS COURSE?
By the end of this workshop, you will:
- Gain a comprehensive understanding of ChatGPT-powered LLM applications.
- Master the LangChain API and learn how to manipulate Chains and Agents for advanced decision-making.
- Develop practical experience in using Chains and Agents to create dynamic, intelligent applications.
- Learn to integrate external APIs to build context-aware and accurate systems.
- Build reasoning Agents for dynamic problem-solving and decision-making.
- Understand techniques for improving application safety and accuracy, such as self-querying, hallucination checking, and output moderation.
- Combine ChatGPT, VectorDb, and LangChain to build advanced question-answering systems.
- Transform your curiosity into expertise and unlock the endless possibilities of generative AI.
WHO IS THIS COURSE FOR?
This course is for individuals with some programming experience, preferably in Python, who are eager to explore the evolving world of ChatGPT-powered applications. Whether you’re a skeptic of AI hype or a curious enthusiast, this workshop provides valuable insights and hands-on learning opportunities.
WHAT YOU NEED TO PREPARE?
To participate in this workshop, you only need a laptop with a modern browser, and an open mind.
WHAT WILL YOU GET FROM THIS COURSE?
By the end of this workshop, you will:
- Gain a comprehensive understanding of ChatGPT-powered LLM applications.
- Master the LangChain API and learn how to manipulate Chains and Agents for advanced decision-making.
- Develop practical experience in using Chains and Agents to create dynamic, intelligent applications.
- Learn to integrate external APIs to build context-aware and accurate systems.
- Build reasoning Agents for dynamic problem-solving and decision-making.
- Understand techniques for improving application safety and accuracy, such as self-querying, hallucination checking, and output moderation.
- Combine ChatGPT, VectorDb, and LangChain to build advanced question-answering systems.
- Transform your curiosity into expertise and unlock the endless possibilities of generative AI.
AGENDA
INTRODUCTION
Overview of various LLMs – what’s good for me? Introduction to Langchain
LEARN HOW TO USE CHAINS AND AGENTS (HANDS-ON EXERCISES)
- LangChain API
- Passing context between components
- Integrations with external APIs and sources of context
- Chains vs Agents
QUESTIONS ANSWERING OVER DOCUMENTS: APPLY CHATGPT TO YOUR OWN DATA (HANDS-ON EXERCISES)
- Introduction to embeddings
- Overview of vector databases
- Document to vector – various strategies and gotchas
- Compose ChatGPT, VectorDb, and Langchain into simple application
CREATE POWERFUL REASONING AGENTS (HANDS-ON EXERCISES)
- Dynamic decision making
- Integration with tools such as Google Search and Wolfram alpha
SUMMARY
- Techniques for improving accuracy and safety: self querying, hallucination checking, output moderation
- LLM in production – overview of challenges to tackle
- Potential for tuning: embeddings, inference, accuracy cost
AGENDA
INTRODUCTION
- Overview of various LLMs – what’s good for me? Introduction to Langchain
LEATN HOW TO USE CHAINS AND AGENTS (HANDS-ON EXERCISES)
- LangChian API
- Passing context between componenets
- Integrations with external APIs and sources of context
- Chains vs Agents
QUESTIONS ANSWERING OVER DOCUMENTS: APPLY CHATGPT TO YOUR OWN DATA (HANDS-ON EXERCISES)
- Introduction to embeddings
- Overview of vector databases
- Document to vector – various strategies and gotchas
- Compose ChatGPT, VectorDb, and Langchain into simple application
CREATE POWERFUL REASONING AGENTS (HANDS-ON EXERCISES)
- Dynamic decision making
- Integration with tools such as Google Search and Wolfram alpha
SUMMARY
- Techniques for improving accuracy and safety: self querying, hallucination checking, output moderation
- LLM in production – overview of challenges to tackle
- Potential for tuning: embeddings, inference, accuracy cost
GET YOUR TICKET NOW
Take this opportunity to enhance your skills in the post-conference workshop and ensure you’re ahead of the curve with the newest trends and practices. For any questions, contact us at tickets@bigdataconference.eu or call +370 618 00999.
Ticket Information
In order to provide an invoice or a Proforma invoice for Full ticket, we would be grateful to have this information provided by email at tickets@bigdataconference.eu:
- Company details (Registration code, VAT, Address)
- Type of ticket (Full Ticket)
- Number of tickets
- Email of the attendee(s)
- Workshop title
If you have any other questions, please call +370 695 65000.
Ticket Information
To get the Proforma invoice issued, please choose Proforma invoice in Payment type field in Paysera.
If you have any other questions, please call +370 695 65000.
WORKSHOP STARTS IN:
Day(s)
:
Hour(s)
:
Minute(s)
:
Second(s)
3 DAY WORKSHOP
TICKET
CHATGPT, LLMS AND LANGCHAIN
2499 €/ excl. VAT
3 DAY WORKSHOP
TICKET
CHATGPT, LLMS AND LANGCHAIN
2499 €/ excl. VAT
MEET THE SPEAKER
Marcin Szymaniuk is the CEO and Senior Data Engineer at TantusData, as well as an internationally recognized conference speaker. With over two decades of experience in helping clients monetize big data, Marcin leads a team of expert data engineers specializing in Data Engineering, Machine Learning (ML), ML-Ops, and Cloud technologies. He excels in solving both complex, unconventional challenges and more routine problems that require fast and efficient solutions. Marcin’s extensive experience spans various industries and project scales, with a particular focus on AI, ML, and deployment. His speaking engagements have included notable events such as Infoshare, J On the Beach, Devoxx, Huawei Eco-Connect Poland 2023, Berlin Buzzwords, Codestar, GeeCON, and Java Day Istanbul.