Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from PIL import Image
|
3 |
+
from dotenv import load_dotenv
|
4 |
+
import google.generativeai as genai
|
5 |
+
import os
|
6 |
+
|
7 |
+
load_dotenv()
|
8 |
+
genai.configure(api_key= os.getenv("GOOGLE_API_KEY"))
|
9 |
+
model = genai.GenerativeModel("gemini-1.5-flash")
|
10 |
+
|
11 |
+
def get_gemini_response(image, input=""):
|
12 |
+
if input == "":
|
13 |
+
response = model.generate_content(image)
|
14 |
+
else:
|
15 |
+
response = model.generate_content([input, image])
|
16 |
+
|
17 |
+
return response.text
|
18 |
+
|
19 |
+
st.set_page_config(page_title="Image Recognition QnA Chatbot")
|
20 |
+
|
21 |
+
st.header("π PixelWhiz: See the Unseen π")
|
22 |
+
|
23 |
+
|
24 |
+
input = st.text_input("Input: ", key="input")
|
25 |
+
|
26 |
+
file = st.file_uploader("Choose an image...", type=['jpeg', 'jpg', 'png'])
|
27 |
+
if file is not None:
|
28 |
+
image = Image.open(file)
|
29 |
+
st.image(image)
|
30 |
+
|
31 |
+
submit = st.button("SUBMIT")
|
32 |
+
|
33 |
+
if submit and image is not None:
|
34 |
+
|
35 |
+
response = get_gemini_response([image, input])
|
36 |
+
st.subheader("The Response is")
|
37 |
+
st.write(response)
|