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5 - ⭐️[WIP] Botspot llm utils #26

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5 - ⭐️[WIP] Botspot llm utils #26

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da6cc4b
update CLAUDE.md
calmmage Mar 21, 2025
e24f433
dump changes
calmmage Mar 21, 2025
85c5249
llm utils: Spec and workalong
calmmage Mar 23, 2025
5f1eb06
Merge remote-tracking branch 'origin/main' into botspot_llm_utils
calmmage Mar 26, 2025
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23 changes: 23 additions & 0 deletions botspot/components/new/llm_provider.py
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Original file line number Diff line number Diff line change
Expand Up @@ -974,6 +974,29 @@ async def astream_llm(
):
yield chunk

async def aquery_llm_structured(
prompt: str,
output_schema: Type[BaseModel],
*,
user: Optional[Union[int, str]] = None,
system_message: Optional[str] = None,
model: Optional[str] = None,
**kwargs,
) -> BaseModel:
"""
Async query the LLM with structured output.

This is a convenience function that uses the global LLM provider.
"""
provider = get_llm_provider()
return await provider.aquery_llm_structured(
prompt=prompt,
output_schema=output_schema,
user=user,
system_message=system_message,
model=model,
**kwargs,
)

# todo: adapt this to user not user_id
async def get_llm_usage_stats(user: Optional[UserLike] = None) -> dict:
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