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import gradio as gr | |
from openai import OpenAI | |
import base64 | |
import io | |
def solve_stem_problem(api_key, image, subject): | |
if api_key.strip() == "": | |
return "β Error: API key is required." | |
detectives = { | |
"math": "Algebra Ace", | |
"physics": "Physics Phantom", | |
"chemistry": "Chemistry Clue-finder", | |
"coding": "Code Cracker" | |
} | |
detective = detectives.get(subject, "Algebra Ace") | |
try: | |
# Convert PIL Image to base64 | |
buffered = io.BytesIO() | |
image_format = "PNG" | |
image.save(buffered, format=image_format) | |
encoded_image = base64.b64encode(buffered.getvalue()).decode('utf-8') | |
image_url_data = f"data:image/png;base64,{encoded_image}" | |
except Exception as e: | |
return f"β Error encoding image: {str(e)}" | |
try: | |
client = OpenAI( | |
base_url="https://openrouter.ai/api/v1", | |
api_key=api_key, | |
) | |
completion = client.chat.completions.create( | |
extra_headers={ | |
"HTTP-Referer": "https://stem-sleuth.example.com", | |
"X-Title": "STEM Sleuth", | |
}, | |
model="google/gemini-2.0-flash-exp:free", | |
messages=[ | |
{ | |
"role": "user", | |
"content": [ | |
{ | |
"type": "text", | |
"text": f"Act as {detective} and solve this {subject} problem step-by-step with a detective narrative." | |
}, | |
{ | |
"type": "image_url", | |
"image_url": {"url": image_url_data} | |
} | |
] | |
} | |
] | |
) | |
if completion.choices and len(completion.choices) > 0: | |
return completion.choices[0].message.content | |
else: | |
return "β οΈ Could not retrieve a solution from the API." | |
except Exception as e: | |
return f"β API call failed: {str(e)}" | |
# Launch Gradio Interface | |
iface = gr.Interface( | |
fn=solve_stem_problem, | |
inputs=[ | |
gr.Textbox(label="π OpenRouter API Key", type="password"), | |
gr.Image(label="πΌοΈ Upload STEM Problem Image", type="pil"), | |
gr.Dropdown(["math", "physics", "chemistry", "coding"], label="π Select Subject") | |
], | |
outputs=gr.Textbox(label="π΅οΈββοΈ Detective's Solution"), | |
title="π§ STEM Sleuth Solver", | |
description="Upload a math, physics, chemistry, or coding problem image and solve it with a detective twist using OpenRouter Gemini model." | |
) | |
iface.launch() | |