TLDR AI · ENGINEERING & RESOURCES

NANO COLBERT

github.comGitHub repository

Summary from the TLDR AI newsletter

ColBERT is one of the better embedding models for retrieval. It is worth exploring and using since many are building RAG-enabled AI applications. This implementation is a simple and straightforward replication without the performance optimizations and their added complexity. It uses BERT from HuggingFace but achieves essentially identical performance to the original implementation.