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Updated README with LLM cache configuration details

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  1. lightrag/api/README.md +3 -1
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@@ -224,7 +224,9 @@ LightRAG supports binding to various LLM/Embedding backends:
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  Use environment variables `LLM_BINDING` or CLI argument `--llm-binding` to select LLM backend type. Use environment variables `EMBEDDING_BINDING` or CLI argument `--embedding-binding` to select LLM backend type.
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  ### Entity Extraction Configuration
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- - ENABLE_LLM_CACHE_FOR_EXTRACT: Enable LLM cache for entity extraction (default: false)
 
 
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  ### Storage Types Supported
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  Use environment variables `LLM_BINDING` or CLI argument `--llm-binding` to select LLM backend type. Use environment variables `EMBEDDING_BINDING` or CLI argument `--embedding-binding` to select LLM backend type.
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  ### Entity Extraction Configuration
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+ * ENABLE_LLM_CACHE_FOR_EXTRACT: Enable LLM cache for entity extraction (default: false)
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+
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+ It's very common to set `ENABLE_LLM_CACHE_FOR_EXTRACT` to true for test environment to reduce the cost of LLM calls.
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  ### Storage Types Supported
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