LLM Bootcamp - Spring 2023

[manisnesan]

https://fullstackdeeplearning.com/llm-bootcamp/spring-2023/

• Learn to Spell: Prompt Engineering
• LLMOps
• UX for Language User Interfaces
• Augmented Language Models
• Launch an LLM App in One Hour
• LLM Foundations
• Project Walkthrough: askFSDL
• What's Next?

[manisnesan]

May 21

• [x] Augmented Language Models - Pass 1

• three ways to augment language models: retrieval, chains, and tools.

• Retrieval involves providing an external corpus of data for the model to search, chains use the output of one language model as input for another, and tools allow models to interact with external data sources.

References

• https://www.ethanrosenthal.com/2023/04/10/nn-vs-ann/
• https://www.elastic.co/blog/introducing-approximate-nearest-neighbor-search-in-elasticsearch-8-0