fix: 修复阿里百炼项目模型v3调用方式 (#1773)

Author: shaohuzhang1

apps/setting/models_provider/impl/aliyun_bai_lian_model_provider/model/embedding.py

@@ -6,6 +6,7 @@
     @date：2024/10/16 16:34
     @desc:
 """
+from functools import reduce
 from typing import Dict, List
 
 from langchain_community.embeddings import DashScopeEmbeddings
@@ -14,6 +15,12 @@
 from setting.models_provider.base_model_provider import MaxKBBaseModel
 
 
+def proxy_embed_documents(texts: List[str], step_size, embed_documents):
+    value = [embed_documents(texts[start_index:start_index + step_size]) for start_index in
+             range(0, len(texts), step_size)]
+    return reduce(lambda x, y: [*x, *y], value, [])
+
+
 class AliyunBaiLianEmbedding(MaxKBBaseModel, DashScopeEmbeddings):
     @staticmethod
     def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
@@ -23,6 +30,11 @@ def new_instance(model_type, model_name, model_credential: Dict[str, object], **
         )
 
     def embed_documents(self, texts: List[str]) -> List[List[float]]:
+        if self.model == 'text-embedding-v3':
+            return proxy_embed_documents(texts, 6, self._embed_documents)
+        return self._embed_documents(texts)
+
+    def _embed_documents(self, texts: List[str]) -> List[List[float]]:
         """Call out to DashScope's embedding endpoint for embedding search docs.
 
         Args: