Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
import time
|
| 3 |
+
import gradio as gr
|
| 4 |
+
import google.generativeai as genai
|
| 5 |
+
|
| 6 |
+
# Configure Gemini API
|
| 7 |
+
genai.configure(api_key=os.environ["GEMINI_API_KEY"])
|
| 8 |
+
|
| 9 |
+
# Upload files to Gemini
|
| 10 |
+
def upload_to_gemini(path, mime_type=None):
|
| 11 |
+
"""Uploads the given file to Gemini."""
|
| 12 |
+
file = genai.upload_file(path, mime_type=mime_type)
|
| 13 |
+
print(f"Uploaded file '{file.display_name}' as: {file.uri}")
|
| 14 |
+
return file
|
| 15 |
+
|
| 16 |
+
# Wait for files to process
|
| 17 |
+
def wait_for_files_active(files):
|
| 18 |
+
"""Wait until uploaded files are processed and active."""
|
| 19 |
+
print("Waiting for file processing...")
|
| 20 |
+
for name in (file.name for file in files):
|
| 21 |
+
file = genai.get_file(name)
|
| 22 |
+
while file.state.name == "PROCESSING":
|
| 23 |
+
print(".", end="", flush=True)
|
| 24 |
+
time.sleep(5)
|
| 25 |
+
file = genai.get_file(name)
|
| 26 |
+
if file.state.name != "ACTIVE":
|
| 27 |
+
raise Exception(f"File {file.name} failed to process")
|
| 28 |
+
print("...all files ready")
|
| 29 |
+
|
| 30 |
+
# Handle inputs and send a message to Gemini
|
| 31 |
+
def process_inputs(image_path, audio_path, pdf_path, video_path, user_prompt):
|
| 32 |
+
"""Handles user inputs, uploads files to Gemini, and queries the model."""
|
| 33 |
+
files = []
|
| 34 |
+
|
| 35 |
+
# Upload files based on user input
|
| 36 |
+
if image_path:
|
| 37 |
+
files.append(upload_to_gemini(image_path, mime_type="image/png"))
|
| 38 |
+
if audio_path:
|
| 39 |
+
files.append(upload_to_gemini(audio_path, mime_type="audio/ogg"))
|
| 40 |
+
if pdf_path:
|
| 41 |
+
files.append(upload_to_gemini(pdf_path, mime_type="application/pdf"))
|
| 42 |
+
if video_path:
|
| 43 |
+
files.append(upload_to_gemini(video_path, mime_type="video/quicktime"))
|
| 44 |
+
|
| 45 |
+
# Wait for files to be processed
|
| 46 |
+
if files:
|
| 47 |
+
wait_for_files_active(files)
|
| 48 |
+
|
| 49 |
+
# Construct conversation history
|
| 50 |
+
history = []
|
| 51 |
+
if files:
|
| 52 |
+
for file in files:
|
| 53 |
+
history.append({"role": "user", "parts": [file]})
|
| 54 |
+
if user_prompt:
|
| 55 |
+
history.append({"role": "user", "parts": [user_prompt]})
|
| 56 |
+
|
| 57 |
+
# Start chat and send a message
|
| 58 |
+
model = genai.GenerativeModel(model_name="gemini-2.0-flash-exp")
|
| 59 |
+
chat_session = model.start_chat(history=history)
|
| 60 |
+
response = chat_session.send_message(user_prompt)
|
| 61 |
+
return response.text
|
| 62 |
+
|
| 63 |
+
# Gradio Interface
|
| 64 |
+
with gr.Blocks() as demo:
|
| 65 |
+
gr.Markdown("## Multimodal Gemini AI Chat Interface")
|
| 66 |
+
|
| 67 |
+
with gr.Row():
|
| 68 |
+
image_input = gr.File(label="Upload Image File (PNG)")
|
| 69 |
+
audio_input = gr.File(label="Upload Audio File (OGG)")
|
| 70 |
+
with gr.Row():
|
| 71 |
+
pdf_input = gr.File(label="Upload PDF File")
|
| 72 |
+
video_input = gr.File(label="Upload Video File (MOV)")
|
| 73 |
+
|
| 74 |
+
user_prompt = gr.Textbox(label="Enter Your Prompt", placeholder="Type your question here...")
|
| 75 |
+
|
| 76 |
+
submit_button = gr.Button("Submit")
|
| 77 |
+
output = gr.Textbox(label="Gemini Response")
|
| 78 |
+
|
| 79 |
+
submit_button.click(
|
| 80 |
+
fn=process_inputs,
|
| 81 |
+
inputs=[image_input, audio_input, pdf_input, video_input, user_prompt],
|
| 82 |
+
outputs=output
|
| 83 |
+
)
|
| 84 |
+
|
| 85 |
+
# Launch Gradio app
|
| 86 |
+
demo.launch()
|