Georgian GenAI Bootcamp - June 2024

• This release consists of the demos and code associated with the GenAI Bootcamp conducted in October 2023.
• The technical resources from this bootcamp can be found here.
• This bootcamp primarily covered several different aspects of Retrieval Augmented Generation including data pre-processing, chunking, embeddings, indexing, setting up pipelines and RAG techniques such as reranking, query rewriting, query transformation via HyDE among others. It also examines evaluation of both the retrieval and generation components of RAG, aspects of fine-tuning and agents, as well as UX design for GenAI applications.
• If you are a member of Georgian's portfolio, or if you have a direct connection to Georgian, you can get access to the lectures given by our team during this bootcamp alongside speakers from the Vector Institute, You.com, LlamaIndex, LangChain, ClickUp, Hugging Face, Argilla, AWS and SpineAI. Please reach out to your Georgian contact for more information.