Create app.py

app.py

@@ -0,0 +1,63 @@
+import gradio as gr
+import os
+import openai
+
+openai.api_key = "API"
+
+demo = gr.Blocks()
+
+#'spaces/Gradio-Blocks/Codex_OpenAI' did not work due to paramerts error 
+#'huggingface/facebook/incoder-6B' inference error
+
+name_list = ['huggingface/lvwerra/codeparrot','huggingface/facebook/incoder-1B', 'huggingface/Salesforce/codegen-2B-mono']
+
+open_ai_name = ['openai/code-davinci-002', 'openai/code-cushman-001']
+
+def generate_code_os(text):
+    interfaces = [gr.Interface.load(name) for name in name_list]
+    return [interface(text) for interface in interfaces]
+     
+def generate_code_cs_1(text):
+    response = openai.Completion.create(
+    engine="code-davinci-002",
+    prompt="",
+    temperature=0,
+    max_tokens=256,
+    top_p=1,
+    frequency_penalty=0,
+    presence_penalty=0
+    ).choices[0].text
+    response_2 = generate_code_cs_2(text)
+    return [response, response_2]
+
+def generate_code_cs_2(text):
+    response_2 = openai.Completion.create(
+    engine="code-cushman-001",
+    prompt="",
+    temperature=0,
+    max_tokens=256,
+    top_p=1,
+    frequency_penalty=0,
+    presence_penalty=0
+    ).choices[0].text
+    return response_2
+
+
+with gr.Blocks() as demo:
+    gr.Markdown("# Compare OpenAI and HuggingFace Code Generators")
+    with gr.Box():
+        with gr.Row():
+            with gr.Column():
+                input_text = gr.Textbox(label = "Write your code here", lines=4)
+                with gr.Row():
+                    btn = gr.Button("Open-Source models Generate code brrr ...")
+                    btn2 = gr.Button("OpenAI models Generate code brrr ...")
+                    
+            with gr.Column():   
+                gr.Markdown("Let’s Compare code generators ") 
+                btn2.click(generate_code_cs_1, inputs = input_text, outputs =  [gr.Textbox(label=open_ai_name[_], lines=4) for _ in range(len(open_ai_name))])
+                with gr.Column():       
+                    btn.click(generate_code_os, inputs = input_text, outputs = [gr.Textbox(label=name_list[_], lines=4) for _ in range(len(name_list))])
+
+
+demo.launch(debug=True)