3 docs tagged with "nlp"

Architectural guide to text chunking strategies: fixed-size, recursive character, semantic chunking, and hierarchical parent-document retrieval.

Understanding how transformer encoders convert unstructured text into mathematical vectors within continuous semantic spaces.

Moving beyond lexical keyword matching to intent-based semantic retrieval using vector embeddings.