A reusable UI component library (Button, Card, Input, Modal, Toast, LoadingSpinner) built with Tailwind CSS and Framer Motion. These components are decoupled from application logic, exported via an index file, and can be easily integrated into other Next.js projects with minimal adaptation.

A custom React hook that encapsulates chat interactions with the backend API, including message sending, streaming response handling, and error-toast notifications. This hook abstracts the communication layer and could be adapted for other chat-based applications by modifying the API endpoints and message formats.

Implements a sophisticated hybrid retrieval strategy combining entity-level, topic-level, and vector search with round-robin result merging. This module demonstrates non-obvious relevance balancing techniques and could be extracted for use in other retrieval systems with minimal changes to the data source interfaces.

Core GraphRAG implementation performing multi-hop traversal in the Neo4j graph to extract relevant subgraphs for context enrichment. This module showcases advanced graph-based reasoning patterns that could be reused in other knowledge graph applications with adjustments to the schema-specific Cypher queries.