Spaces:
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Update tools/analyze.py
#29
by Muthuraja18 - opened
- tools/analyze.py +87 -17
tools/analyze.py
CHANGED
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@@ -1,21 +1,29 @@
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import base64
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import requests
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import os
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OPENROUTER_API_KEY = "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"
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def analyze_image(image_path):
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with open(image_path, "rb") as f:
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image_base64 = base64.b64encode(f.read()).decode()
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headers = {
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"Authorization": f"Bearer {OPENROUTER_API_KEY}",
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"Content-Type": "application/json",
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}
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payload = {
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@@ -26,7 +34,18 @@ def analyze_image(image_path):
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"content": [
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{
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"type": "text",
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"text": "
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},
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{
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"type": "image_url",
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@@ -36,18 +55,69 @@ def analyze_image(image_path):
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}
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]
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}
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]
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}
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import os
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import base64
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import requests
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OPENROUTER_API_KEY = "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"
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# Change this if you use another vision model
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MODEL = "google/gemini-2.5-flash"
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def analyze_image(image_path: str):
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if not os.path.exists(image_path):
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return {
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"description": "Image not found."
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}
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with open(image_path, "rb") as f:
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image_base64 = base64.b64encode(f.read()).decode("utf-8")
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headers = {
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"Authorization": f"Bearer {OPENROUTER_API_KEY}",
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"Content-Type": "application/json",
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"HTTP-Referer": "http://localhost",
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"X-Title": "AI Image Studio"
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}
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payload = {
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"content": [
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{
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"type": "text",
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"text": """
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Analyze this image.
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Return:
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Description:
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Objects:
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Style:
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Lighting:
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Colors:
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Suggestions:
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"""
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},
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{
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"type": "image_url",
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}
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]
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}
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],
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"temperature": 0.2,
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"max_tokens": 500
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}
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try:
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response = requests.post(
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"https://openrouter.ai/api/v1/chat/completions",
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headers=headers,
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json=payload,
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timeout=120
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)
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print("Status:", response.status_code)
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result = response.json()
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print("========== OPENROUTER RESPONSE ==========")
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print(result)
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print("=========================================")
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if response.status_code != 200:
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message = result.get(
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"error",
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{}
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).get(
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"message",
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"Unknown OpenRouter error."
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)
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return {
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"description": f"OpenRouter Error ({response.status_code}): {message}"
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}
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if "error" in result:
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return {
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"description": result["error"].get(
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"message",
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"Unknown OpenRouter error."
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)
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}
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if "choices" not in result:
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return {
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"description": f"Unexpected response:\n{result}"
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}
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content = (
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result["choices"][0]
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.get("message", {})
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.get("content", "")
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)
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return {
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"description": content
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}
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except Exception as e:
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return {
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"description": str(e)
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}
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