Litellm dev 11 11 2024 (#6693)

* fix(__init__.py): add 'watsonx_text' as mapped llm api route

Fixes https://github.com/BerriAI/litellm/issues/6663

* fix(opentelemetry.py): fix passing parallel tool calls to otel

Fixes https://github.com/BerriAI/litellm/issues/6677

* refactor(test_opentelemetry_unit_tests.py): create a base set of unit tests for all logging integrations - test for parallel tool call handling

reduces bugs in repo

* fix(__init__.py): update provider-model mapping to include all known provider-model mappings

Fixes https://github.com/BerriAI/litellm/issues/6669

* feat(anthropic): support passing document in llm api call

* docs(anthropic.md): add pdf anthropic call to docs + expose new 'supports_pdf_input' function

* fix(factory.py): fix linting error

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

@@ -864,3 +864,96 @@ Human: How do I boil water?
 Assistant:
 ```
 
+
+## Usage - PDF 
+
+Pass base64 encoded PDF files to Anthropic models using the `image_url` field.
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+### **using base64**
+```python
+from litellm import completion, supports_pdf_input
+import base64
+import requests
+
+# URL of the file
+url = "https://storage.googleapis.com/cloud-samples-data/generative-ai/pdf/2403.05530.pdf"
+
+# Download the file
+response = requests.get(url)
+file_data = response.content
+
+encoded_file = base64.b64encode(file_data).decode("utf-8")
+
+## check if model supports pdf input - (2024/11/11) only claude-3-5-haiku-20241022 supports it
+supports_pdf_input("anthropic/claude-3-5-haiku-20241022") # True
+
+response = completion(
+    model="anthropic/claude-3-5-haiku-20241022",
+    messages=[
+        {
+            "role": "user",
+            "content": [
+                {"type": "text", "text": "You are a very professional document summarization specialist. Please summarize the given document."},
+                {
+                    "type": "image_url",
+                    "image_url": f"data:application/pdf;base64,{encoded_file}", # 👈 PDF
+                },
+            ],
+        }
+    ],
+    max_tokens=300,
+)
+
+print(response.choices[0])
+```
+</TabItem>
+<TabItem value="proxy" lable="PROXY">
+
+1. Add model to config 
+
+```yaml
+- model_name: claude-3-5-haiku-20241022
+  litellm_params:
+    model: anthropic/claude-3-5-haiku-20241022
+    api_key: os.environ/ANTHROPIC_API_KEY
+```
+
+2. Start Proxy
+
+```
+litellm --config /path/to/config.yaml
+```
+
+3. Test it! 
+
+```bash
+curl http://0.0.0.0:4000/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer <YOUR-LITELLM-KEY>" \
+  -d '{
+    "model": "claude-3-5-haiku-20241022",
+    "messages": [
+      {
+        "role": "user",
+        "content": [
+          {
+            "type": "text",
+            "text": "You are a very professional document summarization specialist. Please summarize the given document"
+          },
+          {
+                "type": "image_url",
+                "image_url": "data:application/pdf;base64,{encoded_file}" # 👈 PDF
+            }
+          }
+        ]
+      }
+    ],
+    "max_tokens": 300
+  }'
+
+```
+</TabItem>
+</Tabs>