Partially completed step 5

Updated project structure

Added production-ready response generation system.

Reprocessed data and retrained all NLU components after removing fallback intent and synonyms.

Removed fallback synonyms to prevent unintended intent matches.

Removed fallback intent from training data to avoid model confusion.

Added complete inference pipeline for intent detection and entity extraction.

Task 2.2: feat(nlu): add rule-based entity extractor with spaCy model support and save patterns to entities.json

Task 2.1: feat: added production-ready intent classifier using pattern→intent dataset

Updated project structure

Extracted synonyms

Loaded data

Preprecessing done

project structure

Project pipeline