Build a Chatbot with LLM

A Beginner-Friendly Workshop with Python and AI

Live on 25. June 2024 | 09:00 - 17:00

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Hey! This workshop takes you from beginner to chatbot builder in one day. Learn how to use Python and powerful AI to create a chatbot that answers questions like a pro, using real-world FAQs to train your AI.

Build a Chatbot with LLM

Program

Join our immersive one day online workshop tailored for beginners in generative AI, Machine Learning, and NLP (Natural Language Processing)! Dive into the world of chatbots as we guide you step-by-step in creating your own using Python and cutting-edge Large Language Models (LLMs). Leveraging the rich FAQs from DataTalks and club courses, you’ll embark on a hands-on journey to build your chatbot from scratch.

Here’s what we have in store for you:

FAQs Extraction: Kickstart by extracting FAQs from Google Docs to build a robust knowledge base. Learn the art of organizing data to fuel your chatbot’s intelligence.

Knowledge Base Indexing: Once the FAQs are in place, we’ll delve into indexing, empowering your chatbot to swiftly navigate through information and provide precise answers.

Chatbot Setup in Jupyter Notebook: Get your hands dirty with Python coding as we set up the chatbot environment in Jupyter Notebook. Gain insights into interfacing with LLMs and witness your creation come to life.

LLMs Integration with RAG: Elevate your chatbot’s capabilities with Retrieval-Augmented Generation (RAG). Explore how LLMs seamlessly interpret questions and retrieve accurate answers from the knowledge base.

Get to Know Our Expert

Alexey Grigorev - DataTalks.Club

Alexey leads DataTalks.Club – a community of over 25,000 data enthusiasts. Alexey enjoys teaching and has written several books on machine learning. One of them is Machine Learning Bookcamp – a book for software.

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