Update README.md
Edited examples to use ```from lightrag.lightrag import LightRAG, QueryParam``` instead of ```from lightrag import LightRAG, QueryParam``` (latter causes Unresolved reference error upon pip install of LightRAG v1.1.6)
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@ -84,7 +84,7 @@ Use the below Python snippet (in a script) to initialize LightRAG and perform qu
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```python
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import os
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from lightrag import LightRAG, QueryParam
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from lightrag.lightrag import LightRAG, QueryParam
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from lightrag.llm.openai import gpt_4o_mini_complete, gpt_4o_complete, openai_embed
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#########
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@ -134,7 +134,7 @@ print(rag.query("What are the top themes in this story?", param=QueryParam(
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LightRAG now supports multi-turn dialogue through the conversation history feature. Here's how to use it:
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```python
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from lightrag import LightRAG, QueryParam
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from lightrag.lightrag import LightRAG, QueryParam
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# Initialize LightRAG
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rag = LightRAG(working_dir=WORKING_DIR)
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@ -164,7 +164,7 @@ response = rag.query(
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LightRAG now supports custom prompts for fine-tuned control over the system's behavior. Here's how to use it:
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```python
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from lightrag import LightRAG, QueryParam
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from lightrag.lightrag import LightRAG, QueryParam
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# Initialize LightRAG
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rag = LightRAG(working_dir=WORKING_DIR)
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