diff --git a/docs/my-website/docs/providers/anthropic.md b/docs/my-website/docs/providers/anthropic.md
index 0520e4ef80..85628e8f73 100644
--- a/docs/my-website/docs/providers/anthropic.md
+++ b/docs/my-website/docs/providers/anthropic.md
@@ -270,7 +270,45 @@ response = await litellm.acompletion(
 
 ```
 </TabItem>
-<TabItem value="proxy" label="PROXY">
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python 
+import openai
+client = openai.AsyncOpenAI(
+    api_key="anything",            # litellm proxy api key
+    base_url="http://0.0.0.0:4000" # litellm proxy base url
+)
+
+
+response = await client.chat.completions.create(
+    model="anthropic/claude-3-5-sonnet-20240620",
+    messages=[
+        {
+            "role": "system",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "You are an AI assistant tasked with analyzing legal documents.",
+                },
+                {
+                    "type": "text",
+                    "text": "Here is the full text of a complex legal agreement",
+                    "cache_control": {"type": "ephemeral"},
+                },
+            ],
+        },
+        {
+            "role": "user",
+            "content": "what are the key terms and conditions in this agreement?",
+        },
+    ],
+    extra_headers={
+        "anthropic-version": "2023-06-01",
+        "anthropic-beta": "prompt-caching-2024-07-31",
+    },
+)
+
+```
 
 </TabItem>
 </Tabs>
@@ -318,7 +356,45 @@ response = await litellm.acompletion(
 )
 ```
 </TabItem>
-<TabItem value="proxy" label="PROXY">
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python 
+import openai
+client = openai.AsyncOpenAI(
+    api_key="anything",            # litellm proxy api key
+    base_url="http://0.0.0.0:4000" # litellm proxy base url
+)
+
+response = await client.chat.completions.create(
+    model="anthropic/claude-3-5-sonnet-20240620",
+    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    tools = [
+        {
+            "type": "function",
+            "function": {
+                "name": "get_current_weather",
+                "description": "Get the current weather in a given location",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "location": {
+                            "type": "string",
+                            "description": "The city and state, e.g. San Francisco, CA",
+                        },
+                        "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]},
+                    },
+                    "required": ["location"],
+                },
+                "cache_control": {"type": "ephemeral"}
+            },
+        }
+    ],
+    extra_headers={
+        "anthropic-version": "2023-06-01",
+        "anthropic-beta": "prompt-caching-2024-07-31",
+    },
+)
+```
 
 </TabItem>
 </Tabs>
@@ -387,7 +463,64 @@ response = await litellm.acompletion(
 )
 ```
 </TabItem>
-<TabItem value="proxy" label="PROXY">
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+
+```python 
+import openai
+client = openai.AsyncOpenAI(
+    api_key="anything",            # litellm proxy api key
+    base_url="http://0.0.0.0:4000" # litellm proxy base url
+)
+
+response = await client.chat.completions.create(
+    model="anthropic/claude-3-5-sonnet-20240620",
+    messages=[
+        # System Message
+        {
+            "role": "system",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "Here is the full text of a complex legal agreement"
+                    * 400,
+                    "cache_control": {"type": "ephemeral"},
+                }
+            ],
+        },
+        # marked for caching with the cache_control parameter, so that this checkpoint can read from the previous cache.
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "What are the key terms and conditions in this agreement?",
+                    "cache_control": {"type": "ephemeral"},
+                }
+            ],
+        },
+        {
+            "role": "assistant",
+            "content": "Certainly! the key terms and conditions are the following: the contract is 1 year long for $10/mo",
+        },
+        # The final turn is marked with cache-control, for continuing in followups.
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "What are the key terms and conditions in this agreement?",
+                    "cache_control": {"type": "ephemeral"},
+                }
+            ],
+        },
+    ],
+    extra_headers={
+        "anthropic-version": "2023-06-01",
+        "anthropic-beta": "prompt-caching-2024-07-31",
+    },
+)
+```
 
 </TabItem>
 </Tabs>