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lucidia-main/hybrid/multi_modal_processing.py
Alexa Amundson 855585cb0e sync: update from blackroad-operator 2026-03-14
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2026-03-14 15:09:52 -05:00

55 lines
1.5 KiB
Python

from __future__ import annotations
from dataclasses import dataclass
from typing import Any, Callable, Dict, List
@dataclass
class ModalData:
"""
Data container for a specific modality.
Attributes
----------
modality : str
Type of modality (e.g., "text", "audio", "image").
data : Any
The raw data associated with the modality.
"""
modality: str
data: Any
class MultiModalProcessor:
"""
Simple processor that routes inputs to registered modality-specific handlers.
"""
def __init__(self) -> None:
self.handlers: Dict[str, Callable[[Any], Any]] = {}
def register_handler(self, modality: str, handler: Callable[[Any], Any]) -> None:
"""
Register a function to handle a specific modality.
"""
self.handlers[modality] = handler
def process(self, inputs: List[ModalData]) -> Dict[str, Any]:
"""
Process a list of `ModalData` objects and return a dict of results keyed by modality.
"""
results: Dict[str, Any] = {}
for item in inputs:
handler = self.handlers.get(item.modality)
if handler:
results[item.modality] = handler(item.data)
return results
if __name__ == "__main__":
processor = MultiModalProcessor()
processor.register_handler("text", lambda s: s.upper())
processor.register_handler("number", lambda n: n * 2)
sample_inputs = [ModalData("text", "hello"), ModalData("number", 3)]
print(processor.process(sample_inputs))