fix: enable defs references in tool calls

integration-tests/models/__snapshots__/test_tool_def/test_flash_gemma3_defs.json

@@ -0,0 +1,36 @@
+{
+  "choices": [
+    {
+      "finish_reason": "stop",
+      "index": 0,
+      "logprobs": null,
+      "message": {
+        "content": null,
+        "name": null,
+        "role": "assistant",
+        "tool_calls": [
+          {
+            "function": {
+              "arguments": "{\"weather\":\"sunny\"}",
+              "description": null,
+              "name": "classify_weather"
+            },
+            "id": "0",
+            "type": "function"
+          }
+        ]
+      },
+      "usage": null
+    }
+  ],
+  "created": 1751896977,
+  "id": "",
+  "model": "google/gemma-3-4b-it",
+  "object": "chat.completion",
+  "system_fingerprint": "3.3.4-dev0-native",
+  "usage": {
+    "completion_tokens": 20,
+    "prompt_tokens": 196,
+    "total_tokens": 216
+  }
+}

integration-tests/models/test_tool_def.py

@@ -0,0 +1,51 @@
+import pytest
+
+
+@pytest.fixture(scope="module")
+def flash_gemma3_handle(launcher):
+    with launcher("google/gemma-3-4b-it", num_shard=2) as handle:
+        yield handle
+
+
+@pytest.fixture(scope="module")
+async def flash_gemma3(flash_gemma3_handle):
+    await flash_gemma3_handle.health(300)
+    return flash_gemma3_handle.client
+
+
+async def test_flash_gemma3_defs(flash_gemma3, response_snapshot):
+    response = await flash_gemma3.chat(
+        messages=[
+            {
+                "content": "Classify the weather: It's sunny outside with clear skies",
+                "role": "user",
+            }
+        ],
+        tools=[
+            {
+                "type": "function",
+                "function": {
+                    "name": "classify_weather",
+                    "description": "Classify weather conditions",
+                    "parameters": {
+                        "$defs": {
+                            "WeatherType": {
+                                "enum": ["sunny", "cloudy", "rainy", "snowy"],
+                                "type": "string",
+                            }
+                        },
+                        "properties": {"weather": {"$ref": "#/$defs/WeatherType"}},
+                        "required": ["weather"],
+                        "type": "object",
+                    },
+                },
+            }
+        ],
+        tool_choice="auto",
+        max_tokens=100,
+        seed=42,
+    )
+
+    assert response.choices[0].message.tool_calls[0]["function"]["name"] == "classify_weather"
+    assert response.choices[0].message.tool_calls[0]["function"]["arguments"] == '{"weather":"sunny"}'
+    assert response == response_snapshot

router/src/infer/tool_grammar.rs

@@ -72,6 +72,7 @@ impl ToolGrammar {
                     Value::String(func.description.unwrap_or_default()),
                 );
 
+                let mut defs = Map::new();
                 let mut properties = Map::new();
                 let mut required = vec![Value::String("_name".to_string())];
 
@@ -85,11 +86,35 @@ impl ToolGrammar {
 
                 if let Value::Object(args) = func.arguments {
                     if let Some(Value::Object(props)) = args.get("properties") {
-                        properties.extend(props.clone());
+                        let mut updated_props = Map::new();
+                        // Update $ref paths in properties by iterating through
+                        for (key, value) in props.iter() {
+                            let updated_value = match value {
+                                Value::Object(obj) if obj.contains_key("$ref") => {
+                                    let mut new_obj = obj.clone();
+                                    if let Some(Value::String(ref_str)) = new_obj.get("$ref") {
+                                        if ref_str.starts_with("#/$defs/") {
+                                            // Replace $defs with $functions/{func.name}/$defs to handle
+                                            // function-specific definitions
+                                            new_obj.insert("$ref".to_string(), Value::String(
+                                                ref_str.replace("#/$defs/", &format!("#/$functions/{}/$defs/", func.name))
+                                            ));
+                                        }
+                                    }
+                                    Value::Object(new_obj)
+                                }
+                                _ => value.clone(),
+                            };
+                            updated_props.insert(key.clone(), updated_value);
+                        }
+                        properties.extend(updated_props);
                     }
                     if let Some(Value::Array(reqs)) = args.get("required") {
                         required.extend(reqs.clone());
                     }
+                    if let Some(Value::Object(definitions)) = args.get("$defs") {
+                        defs.extend(definitions.clone());
+                    }
                     params.insert(
                         "additionalProperties".to_string(),
                         Value::Bool(
@@ -101,6 +126,7 @@ impl ToolGrammar {
 
                 params.insert("properties".to_string(), Value::Object(properties));
                 params.insert("required".to_string(), Value::Array(required));
+                params.insert("$defs".to_string(), Value::Object(defs));
 
                 (func.name, Value::Object(params))
             })