Your Vector Search Knows “Bank” Is Related to “Bank.” It Doesn’t Know Which Bank You Mean.
Vector search is very good at similarity. Similarity is not always the same thing as meaning. That distinction starts becoming expensive when retrieval feeds an LLM. Consider: financial bank river bank They share the same word. A similarity system has every reason to place them near each other. A u…
Read the full story at DEV Community — Machine Learning ↗
Timeline · 1 report
- 2026-09-29 00:04 · DEV Community — Machine Learning
Your Vector Search Knows “Bank” Is Related to “Bank.” It Doesn’t Know Which Bank You Mean.