trustgraph/trustgraph-core/trustgraph/clients/embeddings_client.py
cybermaggedon cdace22ee4
Feature/simpler subpackages (#81)
* Back to simpler directory structure

* Bump version, update templates
2024-09-30 16:16:20 +01:00

44 lines
1.2 KiB
Python

from pulsar.schema import JsonSchema
from .. schema import EmbeddingsRequest, EmbeddingsResponse
from .. schema import embeddings_request_queue, embeddings_response_queue
from . base import BaseClient
import _pulsar
# Ugly
ERROR=_pulsar.LoggerLevel.Error
WARN=_pulsar.LoggerLevel.Warn
INFO=_pulsar.LoggerLevel.Info
DEBUG=_pulsar.LoggerLevel.Debug
class EmbeddingsClient(BaseClient):
def __init__(
self, log_level=ERROR,
input_queue=None,
output_queue=None,
subscriber=None,
pulsar_host="pulsar://pulsar:6650",
):
if input_queue == None:
input_queue=embeddings_request_queue
if output_queue == None:
output_queue=embeddings_response_queue
super(EmbeddingsClient, self).__init__(
log_level=log_level,
subscriber=subscriber,
input_queue=input_queue,
output_queue=output_queue,
pulsar_host=pulsar_host,
input_schema=EmbeddingsRequest,
output_schema=EmbeddingsResponse,
)
def request(self, text, timeout=300):
return self.call(text=text, timeout=timeout).vectors