Upgrade to TensorFlow 2.18 with latest packages

app.py

@@ -58,17 +58,18 @@ class PredictionRequest(BaseModel):
         ..., description="Current activity"
     )
     
-    class Config:
-        schema_extra = {
-            "example": {
+    model_config = {
+        "json_schema_extra": {
+            "examples": [{
                 "gender": "Male",
                 "age": 25,
                 "weight": 70.5,
                 "heartrate": 120,
                 "stepcount": 5000,
                 "activity": "Running"
-            }
+            }]
         }
+    }
 
 
 # Response model
@@ -78,9 +79,9 @@ class PredictionResponse(BaseModel):
     confidence: str
     input_data: dict
     
-    class Config:
-        schema_extra = {
-            "example": {
+    model_config = {
+        "json_schema_extra": {
+            "examples": [{
                 "panic_detected": True,
                 "panic_probability": 0.85,
                 "confidence": "high",
@@ -92,8 +93,9 @@ class PredictionResponse(BaseModel):
                     "stepcount": 5000,
                     "activity": "Running"
                 }
-            }
+            }]
         }
+    }
 
 
 @app.get("/")

requirements.txt

@@ -1,8 +1,8 @@
-fastapi==0.100.0
-uvicorn[standard]==0.23.0
-tensorflow==2.12.0
-numpy==1.23.5
-scikit-learn==1.3.2
-pydantic==1.10.12
+fastapi==0.115.0
+uvicorn[standard]==0.32.0
+tensorflow==2.18.0
+numpy==2.0.2
+scikit-learn==1.5.2
+pydantic==2.9.0
 python-multipart==0.0.9
-h5py==3.8.0
+h5py==3.12.1