Create app.py

app.py

@@ -0,0 +1,63 @@
+import os
+import openai
+import gradio as gr
+
+openai.api_key = "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"
+
+# Says it the text is from AI or Human
+start_sequence = "\nAI:"
+restart_sequence = "\nHuman: "
+
+# Input box prompt
+prompt = "Hey! I'm an AI. How can I help? "
+
+# CREATE FUNCTION FOR RESPONSE
+# Function takes one argument that is "prompt"
+
+
+def openai_create(prompt):
+
+    response = openai.Completion.create(
+        model="text-davinci-003",
+        prompt=prompt,
+        temperature=0.9,
+        max_tokens=150,
+        top_p=1,
+        frequency_penalty=0,
+        presence_penalty=0.6,
+        stop=[" Human:", " AI:"]
+    )
+
+    # Taking the response and returning the text
+    return response.choices[0].text
+
+
+# FUNCTION TAKING ARGUMENTS (input, history)
+# Function is required for gradio application to work (arguments wrapped inside a function)
+# input = takes text
+# history = stores the state in the app to keep the knowledge of the context of the memory
+def chatgpt_app(input, history):
+    history = history or []   # Empty at first
+    s = list(sum(history, ()))
+    s.append(input)  # Send the current message to the openAI + as a whole
+    inp = ' '.join(s)
+    output = openai_create(inp)
+    history.append((input, output))  # Response gets added as output
+    return history, history  # History gets added one input, one output
+
+
+# INTERFACE STARTs
+# Display of chatGPT like Blocks
+block = gr.Blocks()
+
+with block:
+    gr.Markdown("""<h1><center>Text-To-Text Python Gradio App with OpenAI API</center></h1>
+    """)
+    chatbot = gr.Chatbot()
+    message = gr.Textbox(placeholder=prompt)
+    state = gr.State()
+    submit = gr.Button("SEND")
+    submit.click(chatgpt_app, inputs=[
+                 message, state], outputs=[chatbot, state])
+
+block.launch(debug=True)