📄️ GiftContext & Followup System
Context Orchestration system - Query Augmentation Layer in Agentic RAG architecture
📄️ Gift Category Prioritization
Configuration system for prioritizing gift categories and filtering edible products in search results
📄️ Context Construction Overview
Multi-stage pipeline transforming raw user messages into structured gift contexts
📄️ Intent Classification
Dual-path intent detection with fast classifier and LLM extraction
📄️ Context Extraction
LLM-based semantic extraction with conversation state and pronoun resolution
📄️ Context Preservation & Merging
How conversation context flows between turns for multi-turn gift recommendations
📄️ Deterministic Demographics
Regex-based extraction layer for reliable demographic data capture
📄️ Fast-Path Context Enrichment
Demographic enrichment for specific product fast-path queries
📄️ Gender Affinity System
Gender-aware category and product type scoring for improved gift recommendation relevance
📄️ Product Inquiry Detection
Early detection of product inquiry patterns using deterministic regex over LLM
📄️ Context Signals Detection
Overview
📄️ Cultural Relevance System
Last Updated: November 17, 2025
📄️ Fast Classifier
Purpose: Ultra-low-latency intent pre-classifier that short-circuits simple flows (show more, greetings, budget tweaks) before the full semantic extractor runs.
📄️ Query Specificity Detection
Overview