diff --git a/platform/integrations/voyage-ai.md b/platform/integrations/voyage-ai.md
index 80b8980..1d8b81c 100644
--- a/platform/integrations/voyage-ai.md
+++ b/platform/integrations/voyage-ai.md
@@ -9,11 +9,14 @@ On Epsilla Cloud, you can enable Voyage AI integration by providing your Voyage
 Epsilla integrates with Voyage AI with the following embedding models:
 
 | Name                                 | Dimensions |
-| ------------------------------------ | ---------- |
+|--------------------------------------|------------|
+| **voyageai/voyage-large-2-instruct** | 1024       |
+| **voyageai/voyage-finance-2**        | 1024       |
+| **voyageai/voyage-multilingual-2**   | 1024       |
+| **voyageai/voyage-law-2**            | 1024       |
+| **voyageai/voyage-code-2**           | 1536       |
 | **voyageai/voyage-large-2**          | 1536       |
 | **voyageai/voyage-2**                | 1024       |
-| **voyageai/voyage-code-2**           | 1536       |
-| **voyageai/voyage-lite-02-instruct** | 1024       |
 
 For Epsilla open source vector db, you just need to add a header in the data ingestion and semantic search queries [like this](../../vector-database/embeddings.md#voyage-ai-embedding).
 
diff --git a/vector-database/embeddings.md b/vector-database/embeddings.md
index 7d2fc47..cf24a00 100644
--- a/vector-database/embeddings.md
+++ b/vector-database/embeddings.md
@@ -280,14 +280,17 @@ await db.createTable(
 
 ## Voyage AI Embedding
 
-Epsilla supports these VoyageAI embedding models (learn more about Voyage AI embedding at [https://www.voyageai.com/](https://www.voyageai.com/)):
+Epsilla supports these VoyageAI embedding models (learn more about Voyage AI embedding at [https://docs.voyageai.com/docs/embeddings](https://docs.voyageai.com/docs/embeddings)):
 
 | Name                                 | Dimensions |
 | ------------------------------------ | ---------- |
+| **voyageai/voyage-large-2-instruct** | 1024       |
+| **voyageai/voyage-finance-2**        | 1024       |
+| **voyageai/voyage-multilingual-2**   | 1024       |
+| **voyageai/voyage-law-2**            | 1024       |
+| **voyageai/voyage-code-2**           | 1536       |
 | **voyageai/voyage-large-2**          | 1536       |
 | **voyageai/voyage-2**                | 1024       |
-| **voyageai/voyage-code-2**           | 1536       |
-| **voyageai/voyage-lite-02-instruct** | 1024       |
 
 When using Voyage AI embedding, make sure provide the **X-VoyageAI-API-Key** header when connecting to the vector database: