fix linting
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@@ -83,7 +83,7 @@ async def get_embedding_dim():
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async def initialize_rag():
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embedding_dimension = await get_embedding_dim()
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rag = LightRAG(
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working_dir=WORKING_DIR,
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llm_model_func=llm_model_func,
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@@ -96,7 +96,7 @@ async def initialize_rag():
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await rag.initialize_storages()
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await initialize_pipeline_status()
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return rag
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@@ -111,23 +111,32 @@ def main():
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# Test different query modes
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print("\nNaive Search:")
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print(
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rag.query("What are the top themes in this story?", param=QueryParam(mode="naive"))
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rag.query(
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"What are the top themes in this story?", param=QueryParam(mode="naive")
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)
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)
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print("\nLocal Search:")
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print(
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rag.query("What are the top themes in this story?", param=QueryParam(mode="local"))
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rag.query(
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"What are the top themes in this story?", param=QueryParam(mode="local")
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)
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)
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print("\nGlobal Search:")
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print(
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rag.query("What are the top themes in this story?", param=QueryParam(mode="global"))
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rag.query(
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"What are the top themes in this story?", param=QueryParam(mode="global")
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)
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)
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print("\nHybrid Search:")
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print(
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rag.query("What are the top themes in this story?", param=QueryParam(mode="hybrid"))
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rag.query(
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"What are the top themes in this story?", param=QueryParam(mode="hybrid")
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)
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)
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if __name__ == "__main__":
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main()
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