Advanced RAG Eval

whitepaperを例にRAGの構築・評価までを示す

積ん読

Data Loading

Option 1: Load text

Option 2: Load text, tables, images

Store

Option 1: Embed, store text chunks

Option 2: Multi-vector retriever

テキスト要約

画像の要約

Option 2a: Multi-vector retriever w/ raw images

Option 2b: Multi-vector retriever w/ image summaries

Option 3: Multi-modal embeddings

RAG

Text Pipeline

Multi-modal Pipeline

Build RAG Pipelines

Eval set

3件は分かる