Generative AI Classification System:

Prompts used in the AI system:

Langchain wrapper for quickly building LLM chains:

Core data processing and formatting:

Logging configuration and constants:

Constants used for directory paths and execution time:

Crossref API and Scraping:

Data class models used throughout the system:

Class for interacting with the database:

Enums used for type safety in factory/decorator/strategy patterns:

Factory classes for creating objects:

Orchestrator classes for AI system and data processing:

Taxonomy string representation:

Duplicate detection and removal:

Runner classes for executing the entire pipeline:

Strategy classes:

Utility classes and functions:

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