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doc: add Milvus environment variables and descriptions
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@ -1066,6 +1066,43 @@ modeling files for reranking.
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- Default: `None`
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- Default: `None`
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- Description: Specifies an optional connection token for Milvus.
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- Description: Specifies an optional connection token for Milvus.
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#### `MILVUS_INDEX_TYPE`
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- Type: `str`
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- Default: `AUTOINDEX`
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- Options: `AUTOINDEX`, `FLAT`, `IVF_FLAT`, `HNSW`
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- Description: Specifies the index type to use when creating a new collection in Milvus. `AUTOINDEX` is generally recommended for Milvus standalone. `HNSW` may offer better performance but typically requires a clustered Milvus setup.
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- Persistence: This environment variable is a `PersistentConfig` variable.
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#### `MILVUS_METRIC_TYPE`
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- Type: `str`
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- Default: `COSINE`
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- Options: `COSINE`, `IP`, `L2`
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- Description: Specifies the metric type for vector similarity search in Milvus.
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- Persistence: This environment variable is a `PersistentConfig` variable.
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#### `MILVUS_HNSW_M`
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- Type: `int`
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- Default: `16`
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- Description: Specifies the `M` parameter for the HNSW index type in Milvus. This influences the number of bi-directional links created for each new element during construction. Only applicable if `MILVUS_INDEX_TYPE` is `HNSW`.
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- Persistence: This environment variable is a `PersistentConfig` variable.
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#### `MILVUS_HNSW_EFCONSTRUCTION`
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- Type: `int`
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- Default: `100`
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- Description: Specifies the `efConstruction` parameter for the HNSW index type in Milvus. This influences the size of the dynamic list for the nearest neighbors during index construction. Only applicable if `MILVUS_INDEX_TYPE` is `HNSW`.
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- Persistence: This environment variable is a `PersistentConfig` variable.
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#### `MILVUS_IVF_FLAT_NLIST`
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- Type: `int`
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- Default: `128`
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- Description: Specifies the `nlist` parameter for the IVF_FLAT index type in Milvus. This is the number of cluster units. Only applicable if `MILVUS_INDEX_TYPE` is `IVF_FLAT`.
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- Persistence: This environment variable is a `PersistentConfig` variable.
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### OpenSearch
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### OpenSearch
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#### `OPENSEARCH_CERT_VERIFY`
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#### `OPENSEARCH_CERT_VERIFY`
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