cleaned code
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@@ -982,10 +982,7 @@ class LightRAG:
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await self._insert_done()
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def query(
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self,
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query: str,
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param: QueryParam = QueryParam(),
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prompt: str | None = None
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self, query: str, param: QueryParam = QueryParam(), prompt: str | None = None
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) -> str | Iterator[str]:
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"""
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Perform a sync query.
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@@ -999,8 +996,8 @@ class LightRAG:
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str: The result of the query execution.
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"""
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loop = always_get_an_event_loop()
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return loop.run_until_complete(self.aquery(query, param, prompt)) # type: ignore
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return loop.run_until_complete(self.aquery(query, param, prompt)) # type: ignore
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async def aquery(
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self,
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@@ -1085,10 +1082,7 @@ class LightRAG:
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return response
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def query_with_separate_keyword_extraction(
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self,
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query: str,
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prompt: str,
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param: QueryParam = QueryParam()
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self, query: str, prompt: str, param: QueryParam = QueryParam()
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):
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"""
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1. Extract keywords from the 'query' using new function in operate.py.
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@@ -1100,10 +1094,7 @@ class LightRAG:
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)
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async def aquery_with_separate_keyword_extraction(
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self,
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query: str,
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prompt: str,
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param: QueryParam = QueryParam()
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self, query: str, prompt: str, param: QueryParam = QueryParam()
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):
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"""
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1. Calls extract_keywords_only to get HL/LL keywords from 'query'.
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@@ -1127,8 +1118,8 @@ class LightRAG:
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),
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)
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param.hl_keywords = (hl_keywords,)
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param.ll_keywords = (ll_keywords,)
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param.hl_keywords = hl_keywords
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param.ll_keywords = ll_keywords
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# ---------------------
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# STEP 2: Final Query Logic
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@@ -1156,7 +1147,7 @@ class LightRAG:
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self.namespace_prefix, NameSpace.KV_STORE_LLM_RESPONSE_CACHE
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),
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global_config=asdict(self),
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embedding_func=self.embedding_funcne,
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embedding_func=self.embedding_func,
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),
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)
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elif param.mode == "naive":
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