From ea83c8c9b0b70c14f557d40fb53b60631fb41b40 Mon Sep 17 00:00:00 2001
From: ishaan-jaff <ishaanjaffer0324@gmail.com>
Date: Tue, 12 Mar 2024 09:54:34 -0700
Subject: [PATCH] (docs) using azure_text models

---
 docs/my-website/docs/providers/azure.md | 24 +++++++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/docs/my-website/docs/providers/azure.md b/docs/my-website/docs/providers/azure.md
index dda7384c09..a3385b5ade 100644
--- a/docs/my-website/docs/providers/azure.md
+++ b/docs/my-website/docs/providers/azure.md
@@ -118,7 +118,7 @@ response = completion(
 
 ```
 
-### Usage - with Azure Vision enhancements
+#### Usage - with Azure Vision enhancements
 
 Note: **Azure requires the `base_url` to be set with `/extensions`** 
 
@@ -170,12 +170,30 @@ response = completion(
 
 ## Azure Instruct Models
 
+Use `model="azure_text/<your-deployment>"`
+
 | Model Name          | Function Call                                      |
 |---------------------|----------------------------------------------------|
-| gpt-3.5-turbo-instruct | `response = completion(model="azure/<your deployment name>", messages=messages)` |
-| gpt-3.5-turbo-instruct-0914 | `response = completion(model="azure/<your deployment name>", messages=messages)` |
+| gpt-3.5-turbo-instruct | `response = completion(model="azure_text/<your deployment name>", messages=messages)` |
+| gpt-3.5-turbo-instruct-0914 | `response = completion(model="azure_text/<your deployment name>", messages=messages)` |
 
 
+```python
+import litellm
+
+## set ENV variables
+os.environ["AZURE_API_KEY"] = ""
+os.environ["AZURE_API_BASE"] = ""
+os.environ["AZURE_API_VERSION"] = ""
+
+response = litellm.completion(
+    model="azure_text/<your-deployment-name",
+    messages=[{"role": "user", "content": "What is the weather like in Boston?"}]
+)
+
+print(response)
+```
+
 ## Advanced
 ### Azure API Load-Balancing