Spaces:
Sleeping
Sleeping
Anoop Srivastava
commited on
Commit
·
6b75f5e
1
Parent(s):
811e2c8
Upload app.py
Browse files
app.py
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Q&A chatbot
|
2 |
+
|
3 |
+
from langchain.llms import openai, OpenAI
|
4 |
+
from dotenv import load_dotenv
|
5 |
+
import streamlit as st
|
6 |
+
import os
|
7 |
+
|
8 |
+
# take environment variables from .env
|
9 |
+
load_dotenv()
|
10 |
+
|
11 |
+
# Function to load OpenAI model and get response
|
12 |
+
|
13 |
+
def get_openai_reponse(question):
|
14 |
+
llm = OpenAI(openai_api_key=os.getenv("OPEN_API_KEY"), model_name='text-davinci-003',
|
15 |
+
temperature=0.6)
|
16 |
+
response = llm(question)
|
17 |
+
return response
|
18 |
+
|
19 |
+
# initialize our streamlit app
|
20 |
+
st.set_page_config(page_title="Q&A Demo")
|
21 |
+
st.header("Langchain Application")
|
22 |
+
|
23 |
+
input = st.text_input("Input:", key = "input")
|
24 |
+
response = get_openai_reponse(input)
|
25 |
+
|
26 |
+
submit = st.button("Ask the question")
|
27 |
+
|
28 |
+
# If ask button is clicked
|
29 |
+
if submit:
|
30 |
+
st.subheader("The response is: ")
|
31 |
+
st.write(response)
|
32 |
+
|