What's New
Expert Knowledge Graph Integration
- ExpertStore — fulltext search over 715 nodes of Neo4j expertise (Cypher clauses, functions, examples, modeling patterns, best practices)
- Expert context injected into Cypher generation for smarter query building
- Expert graph labels/relationships automatically filtered from user schema discovery
Layer 2: 4-Stage Validation Suite
- Syntactic — forbidden keywords, generic label detection, constraint label validation
- Structural — node/relationship counts, justifications, direction rationale
- Semantic — expert graph alignment via pattern matching
- Domain — deterministic Cypher quality checks + optional LLM Socratic scoring
QualityScorer with fast deterministic mode (no API key needed)
Data Pipeline Scripts
- Parsers for Neo4j AsciiDoc documentation
- Expert graph loader for Neo4j
Quality
- 187 tests passing, 77% coverage
- ruff clean, mypy strict clean (21 source files)
pip install gibsgraph==0.3.0
