Keyword Search

Conventional keyword search matches user query words to document words using an inverted index data structure for efficient matching and ranking by relevancy.

Retrieval is the backbone of RAG. We explore the critical steps often missed by developers: proper chunking strategies, the ‘Librarian’ analogy for vector vs. keyword search, and solving the math problem of Hybrid Search using Reciprocal Rank Fusion (RRF).