From c1fced926923f7cf9bb982e3d0c610aa9dff6f35 Mon Sep 17 00:00:00 2001
From: fzowl <160063452+fzowl@users.noreply.github.com>
Date: Sun, 9 Jun 2024 18:12:43 +0200
Subject: [PATCH] docs: VoyageAI new embedding and reranking models (#22719)

---
 .../document_transformers/voyageai-reranker.ipynb        | 9 +++++++--
 docs/docs/integrations/text_embedding/voyageai.ipynb     | 4 +++-
 2 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/docs/docs/integrations/document_transformers/voyageai-reranker.ipynb b/docs/docs/integrations/document_transformers/voyageai-reranker.ipynb
index 52b5264161b..3485744183f 100644
--- a/docs/docs/integrations/document_transformers/voyageai-reranker.ipynb
+++ b/docs/docs/integrations/document_transformers/voyageai-reranker.ipynb
@@ -90,7 +90,9 @@
     "- `voyage-code-2`\n",
     "- `voyage-2`\n",
     "- `voyage-law-2`\n",
-    "- `voyage-lite-02-instruct`"
+    "- `voyage-lite-02-instruct`\n",
+    "- `voyage-finance-2`\n",
+    "- `voyage-multilingual-2`"
    ]
   },
   {
@@ -336,7 +338,10 @@
    "metadata": {},
    "source": [
     "## Doing reranking with VoyageAIRerank\n",
-    "Now let's wrap our base retriever with a `ContextualCompressionRetriever`. We'll use the Voyage AI reranker to rerank the returned results."
+    "Now let's wrap our base retriever with a `ContextualCompressionRetriever`. We'll use the Voyage AI reranker to rerank the returned results. You can use any of the following Reranking models: ([source](https://docs.voyageai.com/docs/reranker)):\n",
+    "\n",
+    "- `rerank-1`\n",
+    "- `rerank-lite-1`"
    ]
   },
   {
diff --git a/docs/docs/integrations/text_embedding/voyageai.ipynb b/docs/docs/integrations/text_embedding/voyageai.ipynb
index eb301a6cc94..908b16cfc68 100644
--- a/docs/docs/integrations/text_embedding/voyageai.ipynb
+++ b/docs/docs/integrations/text_embedding/voyageai.ipynb
@@ -33,7 +33,9 @@
     "- `voyage-code-2`\n",
     "- `voyage-2`\n",
     "- `voyage-law-2`\n",
-    "- `voyage-large-2-instruct`"
+    "- `voyage-large-2-instruct`\n",
+    "- `voyage-finance-2`\n",
+    "- `voyage-multilingual-2`"
    ]
   },
   {