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⚡️ Speed up function llm_health_check by 5% #267

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⚡️ Speed up function llm_health_check by 5% #267

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9 changes: 6 additions & 3 deletions backend/python/app/utils/llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,13 @@
from app.utils.aimodels import get_generator_model


async def get_llm(config_service: ConfigurationService, llm_configs = None) -> Tuple[BaseChatModel, dict]:
async def get_llm(
config_service: ConfigurationService, llm_configs=None
) -> Tuple[BaseChatModel, dict]:
if not llm_configs:
ai_models = await config_service.get_config(config_node_constants.AI_MODELS.value,use_cache=False)
ai_models = await config_service.get_config(
config_node_constants.AI_MODELS.value, use_cache=False
)
llm_configs = ai_models["llm"]

if not llm_configs:
Expand All @@ -26,5 +30,4 @@ async def get_llm(config_service: ConfigurationService, llm_configs = None) -> T
if llm:
return llm, config


raise ValueError("No LLM found")
7 changes: 5 additions & 2 deletions backend/python/app/utils/time_conversion.py
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Original file line number Diff line number Diff line change
@@ -1,10 +1,12 @@
import time
from datetime import datetime, timezone

MAX_TIMESTAMP_LENGTH = 13


def get_epoch_timestamp_in_ms() -> int:
now = datetime.now(timezone.utc).timestamp()
return int(now * 1000)
return time.time_ns() // 1_000_000


def parse_timestamp(timestamp_str: str) -> int:
# Remove the 'Z' and add '+00:00' for UTC
Expand All @@ -21,6 +23,7 @@ def parse_timestamp(timestamp_str: str) -> int:
# Convert seconds to milliseconds
return timestamp * 1000


def prepare_iso_timestamps(start_time: str, end_time: str) -> tuple[str, str]:
"""Converts start and end time strings to ISO 8601 formatted strings."""
start_timestamp = parse_timestamp(start_time)
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