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				@@ -128,7 +128,7 @@ class QdrantVector(BaseVector): 
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				                 # create doc_id payload index 
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				                 self._client.create_payload_index(collection_name, Field.DOC_ID.value, 
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				                                                   field_schema=PayloadSchemaType.KEYWORD) 
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				-                # creat full text index 
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				+                # create full text index 
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				                 text_index_params = TextIndexParams( 
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				                     type=TextIndexType.TEXT, 
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				                     tokenizer=TokenizerType.MULTILINGUAL, 
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