Upload model_api_demo.py

model_api_demo.py

@@ -0,0 +1,48 @@
+import requests
+
+chat_history = []  # Stores the conversation history
+
+API_URL = "API_ENDPOINT_URL"
+headers = {
+	"Accept" : "application/json",
+	"Authorization": "Bearer API_KEY",
+	"Content-Type": "application/json" 
+}
+
+def query(payload):
+	response = requests.post(API_URL, headers=headers, json=payload)
+	return response.json()
+
+def chat(user_q):
+    try:
+        chat_history.append(user_q)    # Append user query to chat history
+        output = query({
+            "inputs": chat_history,  # Send chat history as input data
+        	"parameters": {}
+        })
+        generated_reply = output[0]['generated_reply']  # Extract generated reply
+        chat_history.append(generated_reply)  # Append generated reply to chat history
+    except Exception as ex:
+        print(ex)
+        chat(user_q)  # Re-run the chat function with the same user query
+
+    return generated_reply  # Return the generated reply
+
+
+user_q = '<user>: What are the most visited places in Dublin?'  # User query
+reply = chat(user_q)  # Initiate conversation
+
+user_q = '<user>: Which place is the oldest?'  # Next user query
+reply = chat(user_q)  # Continue conversation
+
+user_q = '<user>: Who built it?'  # Next user query
+reply = chat(user_q)  # Continue conversation
+
+user_q = '<user>: Do you recommend any other places to visit?'
+reply = chat(user_q)
+
+user_q = '<user>: What is the average budget for a one-week visit?'
+reply = chat(user_q)
+
+
+print(chat_history)  # Print the entire conversation history