Retrieval
-
LLMs & Generative AI
Changing Your Embedding Model Invalidates Every Vector You Stored
Vectors from two different models occupy incompatible spaces. Mixing them silently produces nonsense similarity scores with no error anywhere.
Read More » -
LLMs & Generative AI
Semantic Search Alone Cannot Find an Exact Product Code
Vector search understands meaning and loses precision on identifiers, rare terms and exact phrases. Keyword search does the opposite.
Read More »