Numhack is focused on positive social impact using AI. Organized by Pydata and Numfocus.org.

Ran a workshop on preparing data for LLMs using data prep kit.

Talk: Preparing Data for LLM Applications Using Data Prep Kit.

Talk: Streamlining Data Prep for LLMs with Data Prep Kit.

This workshop focused on developing LLM applications, covering tokenizers, embeddings, vector search, local LLMs, and RAG.

Ran a hands-on workshop introducing Data Prep Kit. This is the first of the Data Prep Kit series.

Developing RAG applications using Mistral LLM.

Vector Search + LLMs with Dave Nielsen of MongoDB.

Talk: Vector Search with MongoDB + LLMs with Dave Nielsen of MongoDB.

Gave a talk about vector search applications and helped hackathon participants.