Project Walkthrough: askFSDL (LLM Bootcamp)

In this video, Charles does a walkthrough of the "askFSDL bot" project: an LLM-powered Discord bot that can answer questions about building applications powered by neural networks, including LLMs.

Interact with the bot on our Discord: https://fsdl.me/join-discord-askfsdl
GitHub Repo: https://github.com/full-stack-deep-learning/ask-fsdl

Intro and outro music made with Riffusion: https://github.com/riffusion/riffusion

Watch the rest of the LLM Bootcamp videos here: https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ

00:00 SWE Tooling: make, precommit, etc
05:13 Data Cleaning
13:10 Infrastructure: Modal
20:45 Frontend: Gradio & Discord
28:40 Embeddings & ETL
33:30 …

applications bootcamp bot building data data cleaning discord embeddings etc etl frontend gradio improvement infrastructure llm llms monitoring networks neural networks project questions swe tooling video