Create app.py

app.py

@@ -0,0 +1,27 @@
+import gradio as gr
+from langchain import PromptTemplate, LLMChain
+from langchain.llms import GPT4All
+
+PATH = 'ggml-mpt-7b-instruct.bin'
+
+llm = GPT4All(model=PATH, verbose=True)
+
+prompt = PromptTemplate(input_variables=['question'], template="""
+    Question: {question}
+    
+    Answer: Let's think step by step.
+    """)
+
+llm_chain = LLMChain(prompt=prompt, llm=llm)
+
+def generate_response(question):
+    response = llm_chain.run(question)
+    return response
+
+inputs = gr.inputs.Textbox(lines=5, label='Enter your prompt here!')
+outputs = gr.outputs.Textbox(label='Response')
+
+title = '🦜🔗 GPT4ALL Y\'All'
+description = 'This is using the MPT model!'
+
+gr.Interface(generate_response, inputs, outputs, title=title, description=description).launch()