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Retrieval Articles

Page 1 of 1 (2 articles)

Build a search engine, not a vector DB

12/4/2024 • EN

Build a search engine, not a vector DB

Argues that building a good search engine is more critical for effective RAG than just using a vector database, as poor retrieval misleads AI.

llm Rag Retrieval Search Engine Vector Database

To Chunk or Not to Chunk With the Long Context Single Embedding Models

6/2/2024 • EN

To Chunk or Not to Chunk With the Long Context Single Embedding Models

An experiment comparing retrieval performance of chunked vs. non-chunked documents using long-context embedding models like BGE-M3.

Chunking Context Window Embeddings Rag Retrieval