trustgraph/trustgraph-base/trustgraph/messaging/translators/embeddings.py
cybermaggedon a4e2f67cb1
Feature/translator classes (#414)
Pull the JSON/Pulsar message translation into a separate module, will be useful for other comms channels
2025-06-20 16:59:55 +01:00

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1.1 KiB
Python

from typing import Dict, Any, Tuple
from ...schema import EmbeddingsRequest, EmbeddingsResponse
from .base import MessageTranslator
class EmbeddingsRequestTranslator(MessageTranslator):
"""Translator for EmbeddingsRequest schema objects"""
def to_pulsar(self, data: Dict[str, Any]) -> EmbeddingsRequest:
return EmbeddingsRequest(
text=data["text"]
)
def from_pulsar(self, obj: EmbeddingsRequest) -> Dict[str, Any]:
return {
"text": obj.text
}
class EmbeddingsResponseTranslator(MessageTranslator):
"""Translator for EmbeddingsResponse schema objects"""
def to_pulsar(self, data: Dict[str, Any]) -> EmbeddingsResponse:
raise NotImplementedError("Response translation to Pulsar not typically needed")
def from_pulsar(self, obj: EmbeddingsResponse) -> Dict[str, Any]:
return {
"vectors": obj.vectors
}
def from_response_with_completion(self, obj: EmbeddingsResponse) -> Tuple[Dict[str, Any], bool]:
"""Returns (response_dict, is_final)"""
return self.from_pulsar(obj), True