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fdd3761
Update utils/planner.py
Browse files- utils/planner.py +13 -8
utils/planner.py
CHANGED
@@ -1,26 +1,26 @@
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# utils/planner.py
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import openai
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import os
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SYSTEM_INSTRUCTIONS = """
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You are a scene planning assistant for an AI image generation system.
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Your job is to take the user's prompt and return a structured JSON with:
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- scene (environment, setting)
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- subject (main actor)
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- objects (main product or items)
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- layout (foreground/background elements and their placement)
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- rules (validation rules to ensure visual correctness)
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Respond ONLY in raw JSON format. Do NOT include explanations.
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"""
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def extract_scene_plan(prompt: str) -> dict:
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try:
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response =
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model="gpt-4-0125-preview",
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messages=[
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{"role": "system", "content": SYSTEM_INSTRUCTIONS},
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@@ -29,11 +29,16 @@ def extract_scene_plan(prompt: str) -> dict:
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temperature=0.3,
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max_tokens=500
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)
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except Exception as e:
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return {
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"scene": None,
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"subject": None,
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# utils/planner.py
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import os
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import json
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import logging
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from openai import OpenAI
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client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
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SYSTEM_INSTRUCTIONS = """
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You are a scene planning assistant for an AI image generation system.
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Your job is to take the user's prompt and return a structured JSON with:
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- scene (environment, setting)
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- subject (main actor)
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- objects (main product or items)
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- layout (foreground/background elements and their placement)
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- rules (validation rules to ensure visual correctness)
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Respond ONLY in raw JSON format. Do NOT include explanations.
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"""
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def extract_scene_plan(prompt: str) -> dict:
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try:
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response = client.chat.completions.create(
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model="gpt-4-0125-preview",
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messages=[
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{"role": "system", "content": SYSTEM_INSTRUCTIONS},
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temperature=0.3,
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max_tokens=500
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)
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content = response.choices[0].message.content.strip()
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# Remove common formatting issues
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content = content.strip("`").replace("json", "")
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return json.loads(content)
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except Exception as e:
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logging.exception("LLM Error:")
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return {
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"scene": None,
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"subject": None,
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