Project Walkthrough: askFSDL (LLM Bootcamp)

New course announcement ✨ We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment. https://www.scale.bythebay.io/llm-workshop Hope to see some of you there! --------------------------------------------------------------------------------------------- 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 Monitoring & Improvement: Gantry