Modular RAG MCP Server

from abc import ABC, abstractmethod from typing import Any, List, Optional # Placeholder for TraceContext until Observability module is fully implemented TraceContext = Any class BaseSplitter(ABC): """ Abstract base class for Document Splitters. All splitter implementations must inherit from this class. """ @abstractmethod def split_text( self, text: str, trace: Optional[TraceContext] = None, **kwargs: Any ) -> List[str]: """ Split text into chunks. Args: text: The text to split. trace: Optional trace context for observability. **kwargs: Additional splitter-specific arguments. Returns: List of text chunks. """ pass