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feat: expose the llm callable in the qa agent #64

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Merged
ChunxuTang merged 1 commit into from
Dec 14, 2025
Merged

feat: expose the llm callable in the qa agent #64

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2 changes: 2 additions & 0 deletions python/python/knowledge_graph/llm/llm_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -37,9 +37,11 @@ def create_llm_client(
llm_model: str,
llm_temperature: float,
llm_options: Optional[Mapping[str, Any]] = None,
llm_callable: Optional[Any] = None,
) -> kg_extraction.LLMClient:
resolved_options = dict(llm_options or {})
return kg_extraction.get_llm_client(
llm_callable=llm_callable,
llm_model=llm_model,
llm_temperature=llm_temperature,
llm_options=resolved_options,
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2 changes: 2 additions & 0 deletions python/python/knowledge_graph/llm/qa.py
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Expand Up @@ -35,12 +35,14 @@ def ask_question(
llm_temperature: float,
llm_config_path,
embedding_model: str | None,
llm_callable=None,
) -> str:
client_options = load_llm_options(llm_config_path)
llm_client = create_llm_client(
llm_model=llm_model,
llm_temperature=llm_temperature,
llm_options=client_options,
llm_callable=llm_callable,
)
embedding_generator = resolve_embedding_generator(
model_name=embedding_model, options=client_options
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