Spaces:
Sleeping
Sleeping
zaephaer23
commited on
Commit
•
38fe78d
1
Parent(s):
ad61611
Upload chat-app.py
Browse files- chat-app.py +32 -0
chat-app.py
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Simple QnA Chatbot
|
2 |
+
from langchain.llms import OpenAI
|
3 |
+
from dotenv import load_dotenv
|
4 |
+
from langchain_google_genai import GoogleGenerativeAI
|
5 |
+
import streamlit as st
|
6 |
+
import os
|
7 |
+
|
8 |
+
load_dotenv() # take environment variables from .env.file
|
9 |
+
|
10 |
+
# Function to load OpenAI and get response
|
11 |
+
def get_openai_response(query_prompt):
|
12 |
+
#llm = OpenAI(openai_api_key = os.getenv("OPENAI_API_KEY"), model = "gpt-3.5-turbo", temperature=0.9)
|
13 |
+
#llm = OpenAI(openai_api_key = os.getenv("OPENAI_API_KEY"), temperature=0.9)
|
14 |
+
llmGemini = GoogleGenerativeAI(gemini_api_key=os.environ["GOOGLE_API_KEY"],model="gemini-pro", temperature=0.7)
|
15 |
+
#response = llm(query_prompt)
|
16 |
+
response = llmGemini(query_prompt)
|
17 |
+
return response
|
18 |
+
|
19 |
+
# Init Streamlit
|
20 |
+
st.set_page_config(page_title="QnA Chatbot", page_icon=":robot:", layout="wide")
|
21 |
+
st.header("QnA Chatbot using Langchain and OpenAI")
|
22 |
+
|
23 |
+
# Input area
|
24 |
+
input = st.text_area("Ask any question about Langchain and OpenAI.", key="input", height=100)
|
25 |
+
response = get_openai_response(input)
|
26 |
+
|
27 |
+
# When user submits
|
28 |
+
submit = st.button("Submit")
|
29 |
+
get_openai_response(input)
|
30 |
+
if submit:
|
31 |
+
st.subheader("Answer: ")
|
32 |
+
st.write(response)
|