From d2a5b50ff8cb78c1245358940e75af14ce42a32a Mon Sep 17 00:00:00 2001
From: Taranjeet Singh <reachtotj@gmail.com>
Date: Thu, 25 Jan 2024 11:16:17 -0800
Subject: [PATCH] add support for openai embedding models - text-em-3 (#1216)

---
 docs/components/embedding-models.mdx | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/docs/components/embedding-models.mdx b/docs/components/embedding-models.mdx
index d41e1145..ef928913 100644
--- a/docs/components/embedding-models.mdx
+++ b/docs/components/embedding-models.mdx
@@ -40,7 +40,27 @@ app.query("What is OpenAI?")
 embedder:
   provider: openai
   config:
-    model: 'text-embedding-ada-002'
+    model: 'text-embedding-3-small'
+```
+
+</CodeGroup>
+
+* OpenAI announced two new embedding models: `text-embedding-3-small` and `text-embedding-3-large`. Embedchain supports both these models. Below you can find YAML config for both:
+
+<CodeGroup>
+
+```yaml text-embedding-3-small.yaml
+embedder:
+  provider: openai
+  config:
+    model: 'text-embedding-3-small'
+```
+
+```yaml text-embedding-3-large.yaml
+embedder:
+  provider: openai
+  config:
+    model: 'text-embedding-3-large'
 ```
 
 </CodeGroup>