add async support for lli embedding

memory_scope/models/base_embedding_model.py

@@ -50,4 +50,19 @@ class LLIEmbedding(BaseEmbeddingModel):
         return results
     
 
+    async def _async_call(self, **kwargs) -> ModelResponse:
+        """
+        :param kwargs:
+        :return:
+        """
+        results = ModelResponse()
+        try:
+            response = self.model.aget_text_embedding_batch(**self.data)  
+            results.raw = response
+            results.status = True
+        except Exception as e:
+            results.details = e
+            results.status = False
+        return results
+
    

tests/models/test_models_llm_embedding.py

@@ -17,8 +17,13 @@ class TestLLIEmbedding(unittest.TestCase):
         embs = self.emb.call(text=text)
 
     def test_batch_embedding(self):
-        text = ["您吃了吗？", 
+        texts = ["您吃了吗？", 
                 "吃了吗您？"]
-        embs = self.emb.call(text=text)
+        embs = self.emb.call(text=texts)
 
-        
+    async def test_async_embedding(self):
+        texts = ["您吃了吗？", 
+                "吃了吗您？"]
+        # 调用异步函数并等待其结果
+        embs = await self.emb.async_call(texts)
+