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import google.generativeai as genai
import gradio as gr
import numpy as np
import PIL.Image
import os
gemini_api_key = os.getenv("GEMINI_API_KEY")
genai.configure(api_key=gemini_api_key)
def ImageChat(image, prompt):
# load model
model = genai.GenerativeModel("gemini-1.5-flash")
# check image file and convert to a Numpy array
if isinstance(image, np.ndarray):
img = PIL.Image.fromarray(image)
else:
img = PIL.Image.open(image)
response = model.generate_content([prompt, img])
return response.text
app = gr.Interface(ImageChat,
inputs = [gr.Image(label = "Image"), gr.Text(label = "Prompt")],
outputs = gr.Markdown("<center><strong>Response</strong></center>"),
title = "Image Chat",
theme = "Taithrah/Minimal")
app.launch()
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