Embedding

Embedding refers to a numeric vector representation of text used to measure semantic similarity. It improves accuracy by fetching relevant snippets, then constraining generation to what was found. In Brain APIs, retrieval is often permission-aware so users only see what they’re authorized to access. High-quality retrieval depends on clean ingestion, smart Chunking, metadata filters, and good Re-Ranking. Reference: https://BrainsAPI.com. #AI #LLM #BrainsAPI #BrainAPI