RAGatouille/ColBERT Indexing Deep Dive скачать в хорошем качестве

RAGatouille/ColBERT Indexing Deep Dive

In this technical deep dive, I recreate the entire RAG indexing pipeline by directly using the internal methods of RAGatouille and ColBERT libraries. I methodically build all indexing artifacts from scratch - from processing document collections and sampling embeddings to calculating centroids with k-means clustering and compressing document vectors with residual encoding. If you're curious about what actually happens when you call RAG.index(), this video breaks down the full process step by step. Blog post: https://vishalbakshi.github.io/blog/p... PLAID Scoring Pipeline video:    • Recreating the PLAID ColBERTv2 Scoring Pip...