hsaltan / llm-zoomcamp

LLM Zoomcamp - a free online course about building an AI bot that can answer questions about your knowledge base

LLM Zoomcamp

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI bot that can answer questions about your knowledge base.

We will cover topics like LLMs and RAG.

Start date: June 17

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Pre-requisites:

• Comfortable with programming and Python
• Comfortable with command line
• No previous exposure to AI or ML is required

Pre-Course Workshop

We organize a pre-course workshop where we will do an introduction and build a simple Q&A system

• Register here: https://lu.ma/eb3knfoo
• Code: https://github.com/alexeygrigorev/llm-rag-workshop

Syllabus

We plan to cover the following topics:

• Introduction to LLMs and RAG
• Open-source LLMs and self-hosting LLMs
• Vector databases and retrieval techniques
• LLM orchestration and ingestion pipelines
• Monitoring and Guardrails
• Tips and Tricks for advanced RAG systems

Instructors

• Alexey Grigorev
• Magdalena Kuhn

Supporters and partners

Thanks to the course sponsors for making it possible to run this course

Do you want to support our course and our community? Please reach out to [email protected]