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.

Georgian GenAI Bootcamp - October 2023

• 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.
• A variety of topics including prompt engineering, prompt evaluation, fine-tuning, RAG, LLM alignment (RLHF), evaluation, deployment, and privacy were covered in the bootcamp sessions. In addition, several tools and libraries including LangChain, PandasAI, and StreamLit were introduced during these sessions.
• If you are a member of Georgian's portfolio, or if you are a part of CoLab, you can get access to the lectures given by our team alongside speakers from the Vector Institute, Google, Microsoft, Meta, QDrant, Arize AI and PrivateAI. Please reach out to your Georgian contact for more information.

Georgian GenAI Bootcamp - June 2023

• This release consists of the demos and code associated with the GenAI Bootcamp conducted in June 2023.
• The technical resources from this bootcamp can be found here.
• A variety of topics including prompt engineering, fine-tuning, RLHF, evaluation, deployment, privacy, and security were covered in the bootcamp sessions. In addition, several tools and libraries including LangChain, StreamLit, and LabelStudio were introduced during these sessions.
• If you are a member of Georgian's portfolio, or if you are a part of CoLab, you can get access to the lectures given by our team alongside speakers from the Vector Institute, Google, and PrivateAI. Please reach out to your Georgian contact for more information.