Update inference_server.py

inference_server.py

@@ -1,8 +1,21 @@
+from sklearn.linear_model import SGDClassifier
 import uvicorn
 from fastapi import FastAPI
 
 app = FastAPI()
 
+def predict(input_text: str):
+    data = [[ord(c) for c in input_text]] # Convert the string to a list of ASCII values
+    model = train(data)
+    # Make a prediction
+    prediction = model.predict([[ord(c) for c in 'abc']]) # Convert the input string to a list of ASCII values
+    return {"prediction": prediction}
+
+def train(X):
+    model = SGDClassifier()
+    model.fit(X, X) # In this case, we are using the input data as the labels
+    return model
+
 # Here you can do things such as load your models
 
 @app.get("/")