diff --git a/server/utils/EmbeddingEngines/azureOpenAi/index.js b/server/utils/EmbeddingEngines/azureOpenAi/index.js
index 1f9362c9..62f69660 100644
--- a/server/utils/EmbeddingEngines/azureOpenAi/index.js
+++ b/server/utils/EmbeddingEngines/azureOpenAi/index.js
@@ -23,7 +23,9 @@ class AzureOpenAiEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks(textInput);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }
 
diff --git a/server/utils/EmbeddingEngines/lmstudio/index.js b/server/utils/EmbeddingEngines/lmstudio/index.js
index b19ea262..6874b4b3 100644
--- a/server/utils/EmbeddingEngines/lmstudio/index.js
+++ b/server/utils/EmbeddingEngines/lmstudio/index.js
@@ -31,7 +31,9 @@ class LMStudioEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks(textInput);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }
 
diff --git a/server/utils/EmbeddingEngines/localAi/index.js b/server/utils/EmbeddingEngines/localAi/index.js
index 2c9db2c7..0f4b79d8 100644
--- a/server/utils/EmbeddingEngines/localAi/index.js
+++ b/server/utils/EmbeddingEngines/localAi/index.js
@@ -23,7 +23,9 @@ class LocalAiEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks(textInput);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }
 
diff --git a/server/utils/EmbeddingEngines/native/index.js b/server/utils/EmbeddingEngines/native/index.js
index 04b754e0..ae73c489 100644
--- a/server/utils/EmbeddingEngines/native/index.js
+++ b/server/utils/EmbeddingEngines/native/index.js
@@ -119,7 +119,9 @@ class NativeEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks(textInput);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }
 
diff --git a/server/utils/EmbeddingEngines/ollama/index.js b/server/utils/EmbeddingEngines/ollama/index.js
index f6b33376..2d1cea7a 100644
--- a/server/utils/EmbeddingEngines/ollama/index.js
+++ b/server/utils/EmbeddingEngines/ollama/index.js
@@ -30,7 +30,9 @@ class OllamaEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks([textInput]);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }
 
diff --git a/server/utils/EmbeddingEngines/openAi/index.js b/server/utils/EmbeddingEngines/openAi/index.js
index 49841343..a0d8a4f0 100644
--- a/server/utils/EmbeddingEngines/openAi/index.js
+++ b/server/utils/EmbeddingEngines/openAi/index.js
@@ -19,7 +19,9 @@ class OpenAiEmbedder {
   }
 
   async embedTextInput(textInput) {
-    const result = await this.embedChunks(textInput);
+    const result = await this.embedChunks(
+      Array.isArray(textInput) ? textInput : [textInput]
+    );
     return result?.[0] || [];
   }