diff --git a/docs/my-website/docs/batches.md b/docs/my-website/docs/batches.md
new file mode 100644
index 000000000..51f3bb5ca
--- /dev/null
+++ b/docs/my-website/docs/batches.md
@@ -0,0 +1,124 @@
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# Batches API
+
+Covers Batches, Files
+
+
+## Quick Start 
+
+Call an existing Assistant. 
+
+- Create File for Batch Completion
+
+- Create Batch Request
+
+- Retrieve the Specific Batch and File Content
+
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+**Create File for Batch Completion**
+
+```python
+from litellm
+import os 
+
+os.environ["OPENAI_API_KEY"] = "sk-.."
+
+file_name = "openai_batch_completions.jsonl"
+_current_dir = os.path.dirname(os.path.abspath(__file__))
+file_path = os.path.join(_current_dir, file_name)
+file_obj = await litellm.acreate_file(
+    file=open(file_path, "rb"),
+    purpose="batch",
+    custom_llm_provider="openai",
+)
+print("Response from creating file=", file_obj)
+```
+
+**Create Batch Request**
+
+```python
+from litellm
+import os 
+
+create_batch_response = await litellm.acreate_batch(
+    completion_window="24h",
+    endpoint="/v1/chat/completions",
+    input_file_id=batch_input_file_id,
+    custom_llm_provider="openai",
+    metadata={"key1": "value1", "key2": "value2"},
+)
+
+print("response from litellm.create_batch=", create_batch_response)
+```
+
+**Retrieve the Specific Batch and File Content**
+
+```python
+
+retrieved_batch = await litellm.aretrieve_batch(
+    batch_id=create_batch_response.id, custom_llm_provider="openai"
+)
+print("retrieved batch=", retrieved_batch)
+# just assert that we retrieved a non None batch
+
+assert retrieved_batch.id == create_batch_response.id
+
+# try to get file content for our original file
+
+file_content = await litellm.afile_content(
+    file_id=batch_input_file_id, custom_llm_provider="openai"
+)
+
+print("file content = ", file_content)
+```
+
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
+```bash
+$ export OPENAI_API_KEY="sk-..."
+
+$ litellm
+
+# RUNNING on http://0.0.0.0:4000
+```
+
+**Create File for Batch Completion**
+
+```shell
+curl https://api.openai.com/v1/files \
+    -H "Authorization: Bearer sk-1234" \
+    -F purpose="batch" \
+    -F file="@mydata.jsonl"
+```
+
+**Create Batch Request**
+
+```bash
+curl http://localhost:4000/v1/batches \
+        -H "Authorization: Bearer sk-1234" \
+        -H "Content-Type: application/json" \
+        -d '{
+            "input_file_id": "file-abc123",
+            "endpoint": "/v1/chat/completions",
+            "completion_window": "24h"
+    }'
+```
+
+**Retrieve the Specific Batch**
+
+```bash
+curl http://localhost:4000/v1/batches/batch_abc123 \
+    -H "Authorization: Bearer sk-1234" \
+    -H "Content-Type: application/json" \
+```
+
+</TabItem>
+</Tabs>
+
+## [👉 Proxy API Reference](https://litellm-api.up.railway.app/#/batch)
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 1c7805f42..dea91b8a0 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -100,7 +100,7 @@ const sidebars = {
     },
     {
       type: "category",
-      label: "Embedding(), Image Generation(), Assistants(), Moderation(), Audio Transcriptions(), TTS()",
+      label: "Embedding(), Image Generation(), Assistants(), Moderation(), Audio Transcriptions(), TTS(), Batches()",
       items: [
         "embedding/supported_embedding",
         "embedding/async_embedding",
@@ -108,7 +108,8 @@ const sidebars = {
         "image_generation",
         "audio_transcription",
         "text_to_speech",
-        "assistants"
+        "assistants",
+        "batches",
       ],
     },
     {