Berlin Buzzwords 2024 - Sonam Pankaj - EmbedAnything

This episode on YouTube: https://youtu.be/dVIPBxHJ1kQ00:00 Intro00:15 Greets for Sonam01:02 Importance of metric learning3:37 Sonam's background: Rasa, Qdrant4:31 What's EmbedAnything5:52 What a user gets8:48 Do I need to know Rust?10:18 Call-out to the community10:35 Multimodality12:32 How to evaluate quality of LLM-based systems16:38 QA for multimodal use cases18:17 Place for a human in the LLM craze19:00 Use cases for EmbedAnything20:54 Closing theme (a longer one - enjoy!)Show notes:- GitHub: https://github.com/StarlightSearch/EmbedAnything- HuggingFace Candle: https://github.com/huggingface/candle- Sonam's talk on Berlin Buzzwords 2024: https://www.youtube.com/watch?v=YfR3kuSo-XQ- Removing GIL from Python: https://peps.python.org/pep-0703- Blind pairs in CLIP: https://arxiv.org/abs/2401.06209- Dark matter of intelligence: https://ai.meta.com/blog/self-supervised-learning-the-dark-matter-of-intelligence/- Rasa chatbots: https://github.com/RasaHQ/rasa- Prometheus: https://github.com/prometheus-eval/prometheus-eval- Dino: https://github.com/facebookresearch/dino