Merge pull request #2205 from BerriAI/litellm_docs_use_azure_ai

[Docs] use azure ai studio + mistral large

docs/my-website/docs/providers/azure_ai.md

@@ -0,0 +1,37 @@
+# Azure AI Studio
+
+## Using Mistral models deployed on Azure AI Studio
+
+**Ensure you have the `/v1` in your api_base**
+
+### Sample Usage
+```python
+from litellm import completion
+import os
+
+response = completion(
+    model="mistral/Mistral-large-dfgfj", 
+    api_base="https://Mistral-large-dfgfj-serverless.eastus2.inference.ai.azure.com/v1",
+    api_key = "JGbKodRcTp****"
+    messages=[
+       {"role": "user", "content": "hello from litellm"}
+   ],
+)
+print(response)
+```
+
+### [LiteLLM Proxy] Using Mistral Models 
+
+Set this on your litellm proxy config.yaml
+
+**Ensure you have the `/v1` in your api_base**
+```yaml
+model_list:
+  - model_name: mistral
+    litellm_params:
+      model: mistral/Mistral-large-dfgfj
+      api_base: https://Mistral-large-dfgfj-serverless.eastus2.inference.ai.azure.com/v1
+      api_key: JGbKodRcTp****
+```
+
+

docs/my-website/sidebars.js

@@ -120,6 +120,7 @@ const sidebars = {
         "providers/openai", 
         "providers/openai_compatible",
         "providers/azure", 
+        "providers/azure_ai", 
         "providers/huggingface", 
         "providers/ollama", 
         "providers/vertex",