add new tutorial

docs/my-website/docs/tutorials/model_fallbacks.md

@@ -0,0 +1,32 @@
+# Basic Model Fallbacks w/ LiteLLM
+
+Here's how you can implement model fallbacks across 3 LLM providers (OpenAI, Anthropic, Azure) using LiteLLM. 
+
+## 1. Install LiteLLM
+```python 
+!pip install litellm
+```
+
+## 2. Complete Code 
+```python 
+import litellm
+from litellm import embedding, completion
+
+# set ENV variables
+os.environ["OPENAI_API_KEY"] = ""
+os.environ["ANTHROPIC_API_KEY"] = ""
+os.environ["AZURE_API_KEY"] = ""
+os.environ["AZURE_API_BASE"] = ""
+os.environ["AZURE_API_VERSION"] = ""
+
+model_fallback_list = ["claude-instant-1", "gpt-3.5-turbo", "chatgpt-test"]
+
+user_message = "Hello, how are you?"
+messages = [{ "content": user_message,"role": "user"}]
+
+for model in model_fallback_list:
+  try:
+      response = completion(model=model, messages=messages)
+  except Exception as e:
+      print(f"error occurred: {traceback.format_exc()}")
+```

docs/my-website/sidebars.js

@@ -18,7 +18,7 @@ const sidebars = {
   // But you can create a sidebar manually
   tutorialSidebar: [
     { type: "doc", id: "index" }, // NEW
-    'tutorials/ab_test_llms',
+    'tutorials/compare_llms',
     {
       type: "category",
       label: "Completion()",
@@ -30,32 +30,32 @@ const sidebars = {
       items: ["embedding/supported_embedding"],
     },
     'completion/supported',
-    {
-      type: "category",
-      label: "Providers",
-      link: {
-        type: 'generated-index',
-        title: 'Providers',
-        description: 'Learn how to deploy + call models from different providers on LiteLLM',
-        slug: '/providers',
-      },
-      items: ["providers/huggingface"],
-    },
+    // {
+    //   type: "category",
+    //   label: "Providers",
+    //   link: {
+    //     type: 'generated-index',
+    //     title: 'Providers',
+    //     description: 'Learn how to deploy + call models from different providers on LiteLLM',
+    //     slug: '/providers',
+    //   },
+    //   items: ["providers/huggingface"],
+    // },
     "token_usage",
     "exception_mapping",
-    // 'debugging/hosted_debugging',
     'debugging/local_debugging',
     {
       type: 'category',
       label: 'Tutorials',
       items: [
+        "tutorials/model_fallbacks",
+        'tutorials/ab_test_llms',
         'tutorials/huggingface_tutorial', 
         'tutorials/TogetherAI_liteLLM', 
-        'tutorials/compare_llms',
         'tutorials/finetuned_chat_gpt',
         'tutorials/text_completion',
         'tutorials/litellm_Test_Multiple_Providers',
-        "tutorials/first_playground"
+        "tutorials/first_playground",
       ],
     },
     {