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Dynamic embeddings model (#556)

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* Dynamic embeddings model selection

* Added tests

* HF embeddings are skipped, tests don't run with that package currently tests
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cybermaggedon 2025-11-10 20:38:01 +00:00 • committed by GitHub
parent 6129bb68c1
commit d9d4c91363
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8 changed files with 816 additions and 11 deletions
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12
trustgraph-base/trustgraph/base/embeddings_service.py
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@ -9,7 +9,7 @@ from prometheus_client import Histogram
from .. schema import EmbeddingsRequest, EmbeddingsResponse, Error
from .. exceptions import TooManyRequests
from .. base import FlowProcessor, ConsumerSpec, ProducerSpec
from .. base import FlowProcessor, ConsumerSpec, ProducerSpec, ParameterSpec
# Module logger
logger = logging.getLogger(__name__)
@ -45,6 +45,12 @@ class EmbeddingsService(FlowProcessor):
)
)
self.register_specification(
ParameterSpec(
name = "model",
)
)
async def on_request(self, msg, consumer, flow):
try:
@ -57,7 +63,9 @@ class EmbeddingsService(FlowProcessor):
logger.debug(f"Handling embeddings request {id}...")
vectors = await self.on_embeddings(request.text)
# Pass model from request if specified (non-empty), otherwise use default
model = flow("model")
vectors = await self.on_embeddings(request.text, model=model)
await flow("response").send(
EmbeddingsResponse(