Update pre-commit's error

metagpt/rag/factories/index.py

@@ -30,7 +30,7 @@ class RAGIndexFactory(ConfigBasedFactory):
             BM25IndexConfig: self._create_bm25,
             ElasticsearchIndexConfig: self._create_es,
             ElasticsearchKeywordIndexConfig: self._create_es,
-            MilvusIndexConfig: self._create_milvus
+            MilvusIndexConfig: self._create_milvus,
         }
         super().__init__(creators)
 

metagpt/rag/factories/retriever.py

@@ -139,7 +139,9 @@ class RetrieverFactory(ConfigBasedFactory):
 
     @get_or_build_index
     def _build_milvus_index(self, config: MilvusRetrieverConfig, **kwargs) -> VectorStoreIndex:
-        vector_store = MilvusVectorStore(uri=config.uri, collection_name=config.collection_name, token=config.token, dim=config.dimensions)
+        vector_store = MilvusVectorStore(
+            uri=config.uri, collection_name=config.collection_name, token=config.token, dim=config.dimensions
+        )
 
         return self._build_index_from_vector_store(config, vector_store, **kwargs)
 

metagpt/rag/retrievers/milvus_retriever.py

@@ -14,4 +14,4 @@ class MilvusRetriever(VectorIndexRetriever):
     def persist(self, persist_dir: str, **kwargs) -> None:
         """Support persist.
 
-        Milvus automatically saves, so there is no need to implement."""
+        Milvus automatically saves, so there is no need to implement."""

metagpt/rag/schema.py

@@ -8,7 +8,7 @@ from llama_index.core.embeddings import BaseEmbedding
 from llama_index.core.indices.base import BaseIndex
 from llama_index.core.schema import TextNode
 from llama_index.core.vector_stores.types import VectorStoreQueryMode
-from pydantic import BaseModel, ConfigDict, Field, PrivateAttr, model_validator, validator
+from pydantic import BaseModel, ConfigDict, Field, PrivateAttr, model_validator
 
 from metagpt.config2 import config
 from metagpt.configs.embedding_config import EmbeddingType
@@ -199,6 +199,7 @@ class ChromaIndexConfig(VectorIndexConfig):
         default=None, description="Optional metadata to associate with the collection"
     )
 
+
 class MilvusIndexConfig(VectorIndexConfig):
     """Config for milvus-based index."""