Merge branch 'main' into feat-node-expand
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@@ -224,7 +224,7 @@ 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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* ENABLE_LLM_CACHE_FOR_EXTRACT: Enable LLM cache for entity extraction (default: true)
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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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@@ -141,7 +141,7 @@ Start the LightRAG server using specified options:
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lightrag-server --port 9621 --key sk-somepassword --kv-storage PGKVStorage --graph-storage PGGraphStorage --vector-storage PGVectorStorage --doc-status-storage PGDocStatusStorage
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```
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Replace `the-port-number` with your desired port number (default is 9621) and `your-secret-key` with a secure key.
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Replace the `port` number with your desired port number (default is 9621) and `your-secret-key` with a secure key.
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## Conclusion
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@@ -364,7 +364,7 @@ def parse_args(is_uvicorn_mode: bool = False) -> argparse.Namespace:
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# Inject LLM cache configuration
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args.enable_llm_cache_for_extract = get_env_value(
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"ENABLE_LLM_CACHE_FOR_EXTRACT", False, bool
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"ENABLE_LLM_CACHE_FOR_EXTRACT", True, bool
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)
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# Select Document loading tool (DOCLING, DEFAULT)
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