docs(batches.md): add more examples to docs

docs/my-website/docs/batches.md

@@ -150,4 +150,76 @@ Just add the azure env vars to your environment.
 ```bash
 export AZURE_API_KEY=""
 export AZURE_API_BASE=""
-```
+```
+
+AND use `/azure/*` for the Batches API calls
+
+```bash
+http://0.0.0.0:4000/azure/v1/batches
+```
+### Usage
+
+**Setup**
+
+- Add Azure API Keys to your environment
+
+#### 1. Upload a File
+
+```bash
+curl http://localhost:4000/azure/v1/files \
+    -H "Authorization: Bearer sk-1234" \
+    -F purpose="batch" \
+    -F file="@mydata.jsonl"
+```
+
+**Example File**
+
+Note: `model` should be your azure deployment name.
+
+```json
+{"custom_id": "task-0", "method": "POST", "url": "/chat/completions", "body": {"model": "REPLACE-WITH-MODEL-DEPLOYMENT-NAME", "messages": [{"role": "system", "content": "You are an AI assistant that helps people find information."}, {"role": "user", "content": "When was Microsoft founded?"}]}}
+{"custom_id": "task-1", "method": "POST", "url": "/chat/completions", "body": {"model": "REPLACE-WITH-MODEL-DEPLOYMENT-NAME", "messages": [{"role": "system", "content": "You are an AI assistant that helps people find information."}, {"role": "user", "content": "When was the first XBOX released?"}]}}
+{"custom_id": "task-2", "method": "POST", "url": "/chat/completions", "body": {"model": "REPLACE-WITH-MODEL-DEPLOYMENT-NAME", "messages": [{"role": "system", "content": "You are an AI assistant that helps people find information."}, {"role": "user", "content": "What is Altair Basic?"}]}}
+```
+
+#### 2. Create a batch 
+
+```bash
+curl http://0.0.0.0:4000/azure/v1/batches \
+  -H "Authorization: Bearer $LITELLM_API_KEY" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "input_file_id": "file-abc123",
+    "endpoint": "/v1/chat/completions",
+    "completion_window": "24h"
+  }'
+
+```
+
+#### 3. Retrieve batch
+
+
+```bash
+curl http://0.0.0.0:4000/azure/v1/batches/batch_abc123 \
+  -H "Authorization: Bearer $LITELLM_API_KEY" \
+  -H "Content-Type: application/json" \
+```
+
+#### 4. Cancel batch 
+
+```bash
+curl http://0.0.0.0:4000/azure/v1/batches/batch_abc123/cancel \
+  -H "Authorization: Bearer $LITELLM_API_KEY" \
+  -H "Content-Type: application/json" \
+  -X POST
+```
+
+#### 5. List Batch
+
+```bash
+curl http://0.0.0.0:4000/v1/batches?limit=2 \
+  -H "Authorization: Bearer $LITELLM_API_KEY" \
+  -H "Content-Type: application/json"
+```
+
+### [👉 Health Check Azure Batch models](./proxy/health.md#batch-models-azure-only)

docs/my-website/docs/proxy/health.md

@@ -123,7 +123,7 @@ For Azure models deployed as 'batch' models, set `mode: batch`.
 model_list:
   - model_name: "batch-gpt-4o-mini"
     litellm_params:
-      model: "azure/gpt-4o-mini"
+      model: "azure/batch-gpt-4o-mini"
       api_key: os.environ/AZURE_API_KEY
       api_base: os.environ/AZURE_API_BASE
     model_info: