Automating API Knowledge Graph Construction
A novel framework for rich, reliable API insights without manual schema design
Explore-Construct-Filter introduces an automated framework that constructs comprehensive API Knowledge Graphs without extensive manual schema design, enabling better code generation and API recommendations.
- Eliminates the need for manual schema design through an innovative three-phase approach
- Combines LLM exploration with structured construction techniques to ensure completeness
- Employs filtering mechanisms that enhance reliability of the resulting knowledge graph
- Provides essential semantic insights for code generation and API misuse detection
For engineering teams, this research offers a path to more efficient documentation, better developer tools, and improved code quality through structured API knowledge representation.