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Update README.md - Imports #824

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Feb 18, 2025
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Update README.md - Imports #824

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6 changes: 3 additions & 3 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,7 @@ Use the below Python snippet (in a script) to initialize LightRAG and perform qu

```python
import os
from lightrag import LightRAG, QueryParam
from lightrag.lightrag import LightRAG, QueryParam
from lightrag.llm.openai import gpt_4o_mini_complete, gpt_4o_complete, openai_embed

#########
Expand Down Expand Up @@ -134,7 +134,7 @@ print(rag.query("What are the top themes in this story?", param=QueryParam(
LightRAG now supports multi-turn dialogue through the conversation history feature. Here's how to use it:

```python
from lightrag import LightRAG, QueryParam
from lightrag.lightrag import LightRAG, QueryParam

# Initialize LightRAG
rag = LightRAG(working_dir=WORKING_DIR)
Expand Down Expand Up @@ -164,7 +164,7 @@ response = rag.query(
LightRAG now supports custom prompts for fine-tuned control over the system's behavior. Here's how to use it:

```python
from lightrag import LightRAG, QueryParam
from lightrag.lightrag import LightRAG, QueryParam

# Initialize LightRAG
rag = LightRAG(working_dir=WORKING_DIR)
Expand Down