Spaces:
Running
Running
Delete app.py
Browse files
app.py
DELETED
@@ -1,79 +0,0 @@
|
|
1 |
-
import os
|
2 |
-
import time
|
3 |
-
import mimetypes
|
4 |
-
import google.generativeai as genai
|
5 |
-
import gradio as gr
|
6 |
-
|
7 |
-
# Configure the Gemini API
|
8 |
-
api_key = os.getenv("GOOGLE_API_KEY")
|
9 |
-
if not api_key:
|
10 |
-
raise ValueError("GEMINI_API_KEY not found. Please set it in your environment variables.")
|
11 |
-
genai.configure(api_key=api_key)
|
12 |
-
|
13 |
-
def upload_to_gemini(file_data, mime_type):
|
14 |
-
"""Uploads the given file data to Gemini and returns the file object if successful."""
|
15 |
-
try:
|
16 |
-
file = genai.upload_file(file_data, mime_type=mime_type)
|
17 |
-
print(f"Uploaded file '{file.display_name}' as: {file.uri}")
|
18 |
-
return file
|
19 |
-
except Exception as e:
|
20 |
-
print(f"Error uploading file: {e}")
|
21 |
-
return None
|
22 |
-
|
23 |
-
def wait_for_files_active(files):
|
24 |
-
"""Waits for the uploaded files to be processed and become active."""
|
25 |
-
for file in files:
|
26 |
-
while file.state.name == "PROCESSING":
|
27 |
-
print(".", end="", flush=True)
|
28 |
-
time.sleep(10)
|
29 |
-
file = genai.get_file(file.name)
|
30 |
-
if file.state.name != "ACTIVE":
|
31 |
-
raise Exception(f"File {file.display_name} failed to process, current state: {file.state.name}")
|
32 |
-
print("All files ready.")
|
33 |
-
|
34 |
-
def gemini_interaction(input_text, *file_args):
|
35 |
-
"""Handles the interaction with Gemini API for both text and file inputs."""
|
36 |
-
files = []
|
37 |
-
for i in range(0, len(file_args), 2):
|
38 |
-
if file_args[i] is not None:
|
39 |
-
file_data = file_args[i].read()
|
40 |
-
mime_type = file_args[i + 1]
|
41 |
-
uploaded_file = upload_to_gemini(file_data, mime_type)
|
42 |
-
if uploaded_file:
|
43 |
-
files.append(uploaded_file)
|
44 |
-
|
45 |
-
# Wait for all files to be ready before proceeding
|
46 |
-
if files:
|
47 |
-
wait_for_files_active(files)
|
48 |
-
|
49 |
-
# Prepare the content for the Gemini API
|
50 |
-
contents = []
|
51 |
-
if input_text:
|
52 |
-
contents.append({"text": input_text})
|
53 |
-
contents.extend([{"file": file.uri} for file in files if file])
|
54 |
-
|
55 |
-
# Initialize model and generate content
|
56 |
-
model = genai.GenerativeModel("gemini-2.0-flash-exp")
|
57 |
-
try:
|
58 |
-
response_stream = model.generate_content(contents, stream=True)
|
59 |
-
return ''.join([chunk.text for chunk in response_stream])
|
60 |
-
except Exception as e:
|
61 |
-
return f"Gemini API error: {e}"
|
62 |
-
|
63 |
-
# Define the Gradio interface
|
64 |
-
iface = gr.Interface(
|
65 |
-
fn=gemini_interaction,
|
66 |
-
inputs=[
|
67 |
-
gr.Textbox(label="Enter your Prompt"),
|
68 |
-
gr.File(label="Upload File 1"), gr.Dropdown(label="MIME Type for File 1", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
|
69 |
-
gr.File(label="Upload File 2"), gr.Dropdown(label="MIME Type for File 2", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
|
70 |
-
gr.File(label="Upload File 3"), gr.Dropdown(label="MIME Type for File 3", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"]),
|
71 |
-
gr.File(label="Upload File 4"), gr.Dropdown(label="MIME Type for File 4", choices=["image/png", "audio/ogg", "application/pdf", "video/mp4"])
|
72 |
-
],
|
73 |
-
outputs=gr.Textbox(),
|
74 |
-
title="Interact with Gemini 2.0",
|
75 |
-
description="Upload files and enter text to interact with the Gemini 2.0 model."
|
76 |
-
)
|
77 |
-
|
78 |
-
if __name__ == "__main__":
|
79 |
-
iface.launch(debug=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|