Initial Parent Copilot implementation

app.py

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+import json
+import os
+import re
+import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+# Load knowledge base
+with open("knowledge_base.json", "r") as f:
+    KNOWLEDGE_BASE = json.load(f)
+
+# Model configuration
+MODEL_ID = os.environ.get("MODEL_ID", "openbmb/MiniCPM-2B-dpo-bf16")
+
+def load_model():
+    print(f"Loading model {MODEL_ID}...")
+    tokenizer = AutoTokenizer.from_pretrained(MODEL_ID, trust_remote_code=True)
+    model = AutoModelForCausalLM.from_pretrained(
+        MODEL_ID,
+        trust_remote_code=True,
+        torch_dtype=torch.float16,
+        device_map="auto"
+    )
+    model.eval()
+    print("Model loaded.")
+    return tokenizer, model
+
+# Global model and tokenizer
+TOKENIZER = None
+MODEL = None
+
+def get_model():
+    global TOKENIZER, MODEL
+    if TOKENIZER is None or MODEL is None:
+        TOKENIZER, MODEL = load_model()
+    return TOKENIZER, MODEL
+
+# Prompt engineering
+SYSTEM_PROMPT = """You are Parent Co-Pilot, an AI family situation planner. Your job is to help parents navigate difficult real-world situations by generating realistic, constraint-aware plans.
+
+You are NOT an activity recommendation engine. You are a family situation planning system.
+
+The user's goal is: "Help me get through the next X amount of time."
+Activities are merely tools used to achieve that goal.
+
+When given a family situation, you must:
+1. Analyze the situation and identify primary and secondary constraints
+2. Prioritize what matters most right now
+3. Generate a realistic, timeline-based plan
+4. Generate an alternative plan with different tradeoffs
+5. Generate an emergency fallback plan
+6. Provide tradeoff analysis (Parent Effort, Interruption Risk, Cleanup Burden)
+
+Rules:
+- Be realistic about parent energy. Do not suggest high-energy activities when parent is exhausted.
+- Be realistic about sick days. Do not suggest outdoor activities when child or parent is sick.
+- Use the provided activity library as ingredients, but combine them intelligently.
+- Plans must account for child ages and household structure.
+- Always include a lower-effort alternative and an emergency fallback.
+- Output MUST be valid JSON only. No markdown, no explanations outside the JSON."""
+
+def build_planning_prompt(household, time_horizon, situation, energy, notes):
+    # Filter relevant activities from knowledge base
+    relevant = []
+    for act in KNOWLEDGE_BASE["activities"]:
+        # Basic filtering
+        tags = act["tags"]
+        include = True
+
+        # Energy filter
+        if energy == "Exhausted" and act["energy"] in ["high", "medium"]:
+            include = False
+        if energy == "Tired" and act["energy"] == "high":
+            include = False
+
+        # Sick filter
+        if "sick" in situation.lower() or "ill" in situation.lower():
+            if "outdoor" in tags or "physical" in tags or "energy_outlet" in tags:
+                include = False
+            if "rest" in tags or "calming" in tags or "quiet" in tags:
+                include = True  # Re-include quiet activities
+
+        # Outdoor situation filter
+        if "too hot" in situation.lower() or "rainy" in situation.lower() or "cold" in situation.lower():
+            if "outdoor" in tags:
+                include = False
+
+        # Solo parent filter - prioritize independent activities
+        if "solo" in situation.lower():
+            if "independent" in tags or "screen" in tags or "quiet" in tags:
+                include = True
+
+        # Time filter
+        duration = act["duration"]
+        # If time horizon is short, skip very long activities
+        if time_horizon in ["15 minutes", "30 minutes", "1 hour"]:
+            if "60" in duration and "-" not in duration:
+                include = False
+
+        if include:
+            relevant.append(f"- {act['name']} (tags: {', '.join(tags)}, energy: {act['energy']}, duration: {act['duration']})")
+
+    # Limit to top 30 relevant activities
+    activity_context = "\n".join(relevant[:30])
+
+    user_prompt = f"""Household Profile:
+- Structure: {household.get('structure', 'Not specified')}
+- Children: {household.get('children', 'Not specified')}
+- Environment: {household.get('environment', 'Not specified')}
+- Budget: {household.get('budget', 'Not specified')}
+- Preferences: {household.get('preferences', 'None')}
+
+Session Inputs:
+- Time Horizon: {time_horizon}
+- Current Situation: {situation}
+- Parent Energy: {energy}
+- Additional Notes: {notes}
+
+Available Activities (use as ingredients):
+{activity_context}
+
+Generate a JSON response with exactly this structure:
+{{
+  "situation_assessment": {{
+    "primary_goal": "...",
+    "primary_constraint": "...",
+    "secondary_constraints": "..."
+  }},
+  "recommended_plan": {{
+    "title": "...",
+    "timeline": [
+      {{"time": "0:00-0:20", "activity": "...", "rationale": "..."}},
+      {{"time": "0:20-0:50", "activity": "...", "rationale": "..."}}
+    ],
+    "total_effort": "Low/Medium/High"
+  }},
+  "alternative_plan": {{
+    "title": "...",
+    "description": "...",
+    "key_difference": "..."
+  }},
+  "emergency_fallback": {{
+    "title": "...",
+    "description": "...",
+    "trigger": "..."
+  }},
+  "metrics": {{
+    "parent_effort_score": "1-10",
+    "interruption_risk": "Low/Medium/High",
+    "cleanup_burden": "Low/Medium/High"
+  }}
+}}"""
+
+    return user_prompt
+
+def parse_json_output(text):
+    """Extract JSON from model output."""
+    # Try to find JSON between code blocks or braces
+    text = text.strip()
+    # Remove markdown code blocks
+    if text.startswith("```"):
+        text = text.strip("`")
+        if text.lower().startswith("json"):
+            text = text[4:].strip()
+
+    # Find first { and last }
+    try:
+        start = text.index("{")
+        end = text.rindex("}") + 1
+        json_str = text[start:end]
+        return json.loads(json_str)
+    except (ValueError, json.JSONDecodeError):
+        return None
+
+def generate_plan(household_json, time_horizon, situation, energy, notes):
+    tokenizer, model = get_model()
+
+    household = json.loads(household_json) if household_json else {}
+    user_prompt = build_planning_prompt(household, time_horizon, situation, energy, notes)
+
+    messages = [
+        {"role": "system", "content": SYSTEM_PROMPT},
+        {"role": "user", "content": user_prompt}
+    ]
+
+    input_text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+    inputs = tokenizer(input_text, return_tensors="pt").to(model.device)
+
+    with torch.no_grad():
+        outputs = model.generate(
+            **inputs,
+            max_new_tokens=1024,
+            do_sample=True,
+            temperature=0.7,
+            top_p=0.9,
+            pad_token_id=tokenizer.eos_token_id
+        )
+
+    response_text = tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True)
+    result = parse_json_output(response_text)
+
+    if result is None:
+        return "Error: Could not parse model output. Raw output:\n\n" + response_text
+
+    return format_output(result)
+
+def format_output(result):
+    """Format the JSON result into clean markdown for display."""
+    lines = []
+
+    sa = result.get("situation_assessment", {})
+    lines.append("## Situation Assessment")
+    lines.append(f"**Primary Goal:** {sa.get('primary_goal', 'N/A')}")
+    lines.append(f"**Primary Constraint:** {sa.get('primary_constraint', 'N/A')}")
+    lines.append(f"**Secondary Constraints:** {sa.get('secondary_constraints', 'N/A')}")
+    lines.append("")
+
+    rp = result.get("recommended_plan", {})
+    lines.append("## Recommended Plan")
+    lines.append(f"**{rp.get('title', 'Plan')}** (Effort: {rp.get('total_effort', 'N/A')})")
+    lines.append("")
+    for item in rp.get("timeline", []):
+        lines.append(f"- **{item.get('time', '')}:** {item.get('activity', '')}")
+        lines.append(f"  - Rationale: {item.get('rationale', '')}")
+    lines.append("")
+
+    ap = result.get("alternative_plan", {})
+    lines.append("## Alternative Plan")
+    lines.append(f"**{ap.get('title', 'Alternative')}**")
+    lines.append(ap.get('description', ''))
+    lines.append(f"*Key difference:* {ap.get('key_difference', '')}")
+    lines.append("")
+
+    ef = result.get("emergency_fallback", {})
+    lines.append("## Emergency Fallback")
+    lines.append(f"**{ef.get('title', 'Fallback')}**")
+    lines.append(ef.get('description', ''))
+    lines.append(f"*Trigger:* {ef.get('trigger', '')}")
+    lines.append("")
+
+    m = result.get("metrics", {})
+    lines.append("## Tradeoff Analysis")
+    lines.append(f"- **Parent Effort Score:** {m.get('parent_effort_score', 'N/A')}/10")
+    lines.append(f"- **Interruption Risk:** {m.get('interruption_risk', 'N/A')}")
+    lines.append(f"- **Cleanup Burden:** {m.get('cleanup_burden', 'N/A')}")
+
+    return "\n".join(lines)
+
+# Gradio UI
+with gr.Blocks(title="Parent Co-Pilot", css="""
+    .header { text-align: center; margin-bottom: 20px; }
+    .header h1 { font-size: 2rem; color: #2c3e50; }
+    .header p { font-size: 1.1rem; color: #555; }
+    .result-box { background: #f8f9fa; padding: 20px; border-radius: 8px; }
+""") as demo:
+
+    gr.Markdown("""
+    <div class="header">
+        <h1>Parent Co-Pilot</h1>
+        <p>AI-powered family situation planning. Get through the next hour, afternoon, or day with realistic, constraint-aware plans.</p>
+    </div>
+    """)
+
+    with gr.Row():
+        with gr.Column(scale=1):
+            gr.Markdown("### Household Profile")
+            structure = gr.Dropdown(
+                choices=["Single parent", "Two-parent household", "Shared custody", "Multigenerational", "Prefer not to say"],
+                label="Household Structure",
+                value="Two-parent household"
+            )
+            children = gr.Textbox(
+                label="Children",
+                placeholder="e.g., 2 children: ages 3 and 7",
+                value="1 child: age 5"
+            )
+            environment = gr.Dropdown(
+                choices=["Apartment", "House", "House with yard", "No outdoor space"],
+                label="Environment",
+                value="Apartment"
+            )
+            budget = gr.Dropdown(
+                choices=["Free", "Low cost", "Flexible"],
+                label="Budget Preference",
+                value="Low cost"
+            )
+            preferences = gr.Textbox(
+                label="Activity Preferences",
+                placeholder="e.g., Loves animals, avoids messy activities",
+                value=""
+            )
+
+            household_state = gr.State()
+
+            def save_profile(structure, children, environment, budget, preferences):
+                return json.dumps({
+                    "structure": structure,
+                    "children": children,
+                    "environment": environment,
+                    "budget": budget,
+                    "preferences": preferences
+                })
+
+            for comp in [structure, children, environment, budget, preferences]:
+                comp.change(save_profile, [structure, children, environment, budget, preferences], household_state)
+
+            # Initialize state
+            demo.load(save_profile, [structure, children, environment, budget, preferences], household_state)
+
+        with gr.Column(scale=2):
+            gr.Markdown("### Session Planner")
+            time_horizon = gr.Dropdown(
+                choices=["15 minutes", "30 minutes", "1 hour", "2 hours", "Afternoon", "Today", "Weekend", "Multiple days"],
+                label="How long do you need help with?",
+                value="1 hour"
+            )
+            situation = gr.Textbox(
+                label="Current Situation",
+                placeholder="e.g., Working day, sick kid, too hot outside, solo parenting...",
+                lines=2,
+                value="Work day, need to focus"
+            )
+            energy = gr.Dropdown(
+                choices=["Fine", "Tired", "Exhausted"],
+                label="Parent Energy",
+                value="Tired"
+            )
+            notes = gr.Textbox(
+                label="Optional Notes",
+                placeholder="e.g., Need quiet activities, child loves animals, low cleanup...",
+                lines=2,
+                value="Need quiet activities"
+            )
+
+            generate_btn = gr.Button("Generate Plan", variant="primary")
+
+            output = gr.Markdown(label="Plan", elem_classes="result-box")
+
+            generate_btn.click(
+                generate_plan,
+                [household_state, time_horizon, situation, energy, notes],
+                output
+            )
+
+    gr.Markdown("""
+    ---
+    *Built for the Build Small Hackathon. Runs on MiniCPM-2B (2.4B parameters) on your laptop or Hugging Face Spaces.*
+    """)
+
+if __name__ == "__main__":
+    demo.launch()

knowledge_base.json

@@ -0,0 +1,146 @@
+{
+  "activities": [
+    {"name": "Screen time with educational apps", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen"], "energy": "low", "duration": "15-60", "age": "2-12"},
+    {"name": "Build a blanket fort", "tags": ["indoor", "multi_child", "creative", "medium_cleanup"], "energy": "medium", "duration": "20-60", "age": "3-10"},
+    {"name": "Read aloud from a picture book", "tags": ["quiet", "indoor", "low_cleanup", "bonding"], "energy": "low", "duration": "10-30", "age": "2-8"},
+    {"name": "Audio story or podcast", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen_free"], "energy": "low", "duration": "15-45", "age": "3-12"},
+    {"name": "Coloring or drawing", "tags": ["quiet", "independent", "low_cleanup", "indoor", "creative"], "energy": "low", "duration": "15-60", "age": "2-12"},
+    {"name": "Sticker books", "tags": ["quiet", "independent", "low_cleanup", "indoor"], "energy": "low", "duration": "10-30", "age": "2-6"},
+    {"name": "Play-Doh or clay", "tags": ["independent", "medium_cleanup", "indoor", "creative", "tactile"], "energy": "medium", "duration": "15-45", "age": "2-8"},
+    {"name": "Water play in the sink", "tags": ["indoor", "multi_child", "medium_cleanup", "sensory"], "energy": "medium", "duration": "10-30", "age": "1-5"},
+    {"name": "Puzzle time", "tags": ["quiet", "independent", "low_cleanup", "indoor", "cognitive"], "energy": "low", "duration": "15-45", "age": "3-12"},
+    {"name": "Building blocks or LEGO", "tags": ["quiet", "independent", "low_cleanup", "indoor", "creative", "stem"], "energy": "low", "duration": "15-60", "age": "2-12"},
+    {"name": "Independent snack prep", "tags": ["independent", "indoor", "medium_cleanup", "practical", "snack"], "energy": "medium", "duration": "10-20", "age": "4-12"},
+    {"name": "Look at picture books alone", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen_free"], "energy": "low", "duration": "10-30", "age": "2-8"},
+    {"name": "Rest or quiet time on the couch", "tags": ["quiet", "independent", "low_cleanup", "indoor", "rest"], "energy": "low", "duration": "15-60", "age": "1-12"},
+    {"name": "Simple origami", "tags": ["quiet", "independent", "low_cleanup", "indoor", "creative", "stem"], "energy": "low", "duration": "15-45", "age": "5-12"},
+    {"name": "Magnatiles or magnetic blocks", "tags": ["quiet", "independent", "low_cleanup", "indoor", "stem", "creative"], "energy": "low", "duration": "15-60", "age": "2-10"},
+    {"name": "Dress-up or pretend play", "tags": ["independent", "low_cleanup", "indoor", "creative", "imaginative"], "energy": "medium", "duration": "15-45", "age": "3-8"},
+    {"name": "Animal figurines or dolls", "tags": ["quiet", "independent", "low_cleanup", "indoor", "imaginative"], "energy": "low", "duration": "15-45", "age": "2-8"},
+    {"name": "Sort objects by color or size", "tags": ["quiet", "independent", "low_cleanup", "indoor", "cognitive", "stem"], "energy": "low", "duration": "10-30", "age": "2-6"},
+    {"name": "Window watching or bird spotting", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen_free"], "energy": "low", "duration": "10-20", "age": "2-10"},
+    {"name": "Lacing cards or bead stringing", "tags": ["quiet", "independent", "low_cleanup", "indoor", "fine_motor"], "energy": "low", "duration": "15-30", "age": "3-6"},
+    {"name": "Simple board games", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding"], "energy": "medium", "duration": "20-60", "age": "4-12"},
+    {"name": "Card games like Go Fish or Uno", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding"], "energy": "medium", "duration": "15-30", "age": "4-12"},
+    {"name": "Simon Says or freeze dance", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "energy_outlet"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Yoga or stretching for kids", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "calming"], "energy": "low", "duration": "10-20", "age": "3-10"},
+    {"name": "Indoor scavenger hunt", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "physical"], "energy": "medium", "duration": "15-30", "age": "3-10"},
+    {"name": "Balloon volleyball", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "energy_outlet"], "energy": "medium", "duration": "10-20", "age": "4-12"},
+    {"name": "Hot potato with a soft ball", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding"], "energy": "medium", "duration": "10-15", "age": "3-10"},
+    {"name": "Play doctor or vet with stuffed animals", "tags": ["multi_child", "indoor", "low_cleanup", "imaginative", "empathy"], "energy": "low", "duration": "15-30", "age": "3-8"},
+    {"name": "Cooking or baking helper", "tags": ["multi_child", "indoor", "high_cleanup", "practical", "bonding", "stem"], "energy": "high", "duration": "30-60", "age": "4-12"},
+    {"name": "Meal prep with safe tasks", "tags": ["multi_child", "indoor", "medium_cleanup", "practical", "bonding"], "energy": "medium", "duration": "20-40", "age": "4-12"},
+    {"name": "Sidewalk chalk", "tags": ["outdoor", "creative", "low_cleanup", "physical"], "energy": "medium", "duration": "15-45", "age": "3-12"},
+    {"name": "Bubble blowing", "tags": ["outdoor", "multi_child", "low_cleanup", "sensory", "physical"], "energy": "medium", "duration": "10-30", "age": "1-10"},
+    {"name": "Backyard or patio water play", "tags": ["outdoor", "multi_child", "medium_cleanup", "sensory", "physical"], "energy": "medium", "duration": "15-45", "age": "1-8"},
+    {"name": "Sandbox or kinetic sand", "tags": ["outdoor", "independent", "medium_cleanup", "sensory", "tactile"], "energy": "low", "duration": "15-45", "age": "1-8"},
+    {"name": "Nature walk or bug hunt", "tags": ["outdoor", "multi_child", "low_cleanup", "cognitive", "physical", "stem"], "energy": "medium", "duration": "20-60", "age": "3-12"},
+    {"name": "Riding bikes or scooters", "tags": ["outdoor", "multi_child", "low_cleanup", "physical", "energy_outlet"], "energy": "high", "duration": "20-60", "age": "3-12"},
+    {"name": "Playground visit", "tags": ["outdoor", "multi_child", "low_cleanup", "physical", "energy_outlet"], "energy": "high", "duration": "30-60", "age": "1-12"},
+    {"name": "Backyard camping or picnic", "tags": ["outdoor", "multi_child", "low_cleanup", "imaginative", "bonding"], "energy": "medium", "duration": "30-60", "age": "3-12"},
+    {"name": "Gardening or planting seeds", "tags": ["outdoor", "multi_child", "medium_cleanup", "practical", "stem", "nature"], "energy": "medium", "duration": "20-45", "age": "3-12"},
+    {"name": "Cloud watching or stargazing", "tags": ["outdoor", "quiet", "low_cleanup", "cognitive", "nature", "screen_free"], "energy": "low", "duration": "10-30", "age": "2-12"},
+    {"name": "Sprinkler or hose play", "tags": ["outdoor", "multi_child", "medium_cleanup", "sensory", "physical", "energy_outlet"], "energy": "high", "duration": "15-30", "age": "2-10"},
+    {"name": "Chalk obstacle course", "tags": ["outdoor", "multi_child", "low_cleanup", "physical", "creative", "energy_outlet"], "energy": "high", "duration": "15-30", "age": "3-10"},
+    {"name": "Neighborhood walk with a mission", "tags": ["outdoor", "multi_child", "low_cleanup", "physical", "cognitive", "nature"], "energy": "medium", "duration": "20-45", "age": "3-12"},
+    {"name": "Rock or leaf collecting", "tags": ["outdoor", "quiet", "low_cleanup", "cognitive", "nature", "stem"], "energy": "low", "duration": "15-30", "age": "3-10"},
+    {"name": "Outdoor reading or snack", "tags": ["outdoor", "quiet", "low_cleanup", "rest", "bonding"], "energy": "low", "duration": "15-30", "age": "1-12"},
+    {"name": "Watch a movie or show", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen", "rest"], "energy": "low", "duration": "30-120", "age": "2-12"},
+    {"name": "Tablet or handheld game", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen"], "energy": "low", "duration": "15-60", "age": "4-12"},
+    {"name": "Video call with grandparent or friend", "tags": ["quiet", "indoor", "low_cleanup", "screen", "bonding", "social"], "energy": "low", "duration": "15-30", "age": "2-12"},
+    {"name": "Nap or quiet rest", "tags": ["quiet", "independent", "low_cleanup", "indoor", "rest", "essential"], "energy": "low", "duration": "30-120", "age": "1-5"},
+    {"name": "Cuddle and story", "tags": ["quiet", "indoor", "low_cleanup", "bonding", "rest", "calming"], "energy": "low", "duration": "10-30", "age": "1-8"},
+    {"name": "Calm music or lullabies", "tags": ["quiet", "independent", "low_cleanup", "indoor", "rest", "calming", "screen_free"], "energy": "low", "duration": "15-45", "age": "0-12"},
+    {"name": "Simple breathing or relaxation exercises", "tags": ["quiet", "indoor", "low_cleanup", "rest", "calming", "wellness"], "energy": "low", "duration": "5-15", "age": "3-12"},
+    {"name": "Warm bath with toys", "tags": ["independent", "medium_cleanup", "indoor", "sensory", "calming", "rest"], "energy": "low", "duration": "20-45", "age": "1-8"},
+    {"name": "Massage or back rub", "tags": ["quiet", "indoor", "low_cleanup", "bonding", "rest", "calming"], "energy": "low", "duration": "5-15", "age": "1-10"},
+    {"name": "Set up a calm-down corner", "tags": ["quiet", "independent", "low_cleanup", "indoor", "rest", "calming", "wellness"], "energy": "low", "duration": "10-30", "age": "2-10"},
+    {"name": "Watch fish tank or relaxing visuals", "tags": ["quiet", "independent", "low_cleanup", "indoor", "calming", "sensory"], "energy": "low", "duration": "10-30", "age": "1-12"},
+    {"name": "Gentle stretching or toddler yoga", "tags": ["quiet", "indoor", "low_cleanup", "calming", "physical", "wellness"], "energy": "low", "duration": "10-20", "age": "2-10"},
+    {"name": "Put on a puppet show", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "imaginative", "bonding"], "energy": "medium", "duration": "20-45", "age": "3-10"},
+    {"name": "Make a simple craft with paper and glue", "tags": ["independent", "medium_cleanup", "indoor", "creative", "fine_motor"], "energy": "medium", "duration": "15-45", "age": "3-10"},
+    {"name": "Paper airplane contest", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "stem", "physical"], "energy": "medium", "duration": "15-30", "age": "4-12"},
+    {"name": "Build a marble run", "tags": ["multi_child", "indoor", "low_cleanup", "stem", "creative", "cognitive"], "energy": "medium", "duration": "20-45", "age": "4-12"},
+    {"name": "Make a simple musical instrument", "tags": ["independent", "medium_cleanup", "indoor", "creative", "music", "stem"], "energy": "medium", "duration": "20-45", "age": "4-10"},
+    {"name": "Finger painting with washable paint", "tags": ["independent", "high_cleanup", "indoor", "creative", "sensory", "tactile"], "energy": "medium", "duration": "15-30", "age": "1-6"},
+    {"name": "Collage with magazines and scissors", "tags": ["independent", "medium_cleanup", "indoor", "creative", "fine_motor"], "energy": "medium", "duration": "20-45", "age": "4-10"},
+    {"name": "Build a cardboard box creation", "tags": ["independent", "medium_cleanup", "indoor", "creative", "stem", "imaginative"], "energy": "medium", "duration": "30-60", "age": "3-10"},
+    {"name": "Make friendship bracelets", "tags": ["independent", "low_cleanup", "indoor", "creative", "fine_motor", "bonding"], "energy": "low", "duration": "20-60", "age": "5-12"},
+    {"name": "Shadow puppets with a flashlight", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "imaginative", "stem"], "energy": "low", "duration": "10-30", "age": "3-10"},
+    {"name": "Make a simple necklace with pasta", "tags": ["independent", "low_cleanup", "indoor", "creative", "fine_motor"], "energy": "low", "duration": "15-30", "age": "3-6"},
+    {"name": "Homemade playdough", "tags": ["independent", "high_cleanup", "indoor", "creative", "sensory", "tactile"], "energy": "medium", "duration": "20-45", "age": "2-8"},
+    {"name": "Make paper bag puppets", "tags": ["independent", "medium_cleanup", "indoor", "creative", "fine_motor", "imaginative"], "energy": "medium", "duration": "15-30", "age": "3-8"},
+    {"name": "Create a treasure map", "tags": ["independent", "low_cleanup", "indoor", "creative", "cognitive", "imaginative"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Build a tower with recycled materials", "tags": ["independent", "low_cleanup", "indoor", "creative", "stem", "cognitive"], "energy": "medium", "duration": "15-45", "age": "3-10"},
+    {"name": "Write and illustrate a simple story", "tags": ["independent", "low_cleanup", "indoor", "creative", "literacy", "cognitive"], "energy": "low", "duration": "20-60", "age": "5-12"},
+    {"name": "Threading beads or buttons", "tags": ["independent", "low_cleanup", "indoor", "fine_motor", "creative"], "energy": "low", "duration": "15-30", "age": "3-6"},
+    {"name": "Make a paper chain", "tags": ["independent", "low_cleanup", "indoor", "creative", "fine_motor", "math"], "energy": "low", "duration": "15-30", "age": "3-8"},
+    {"name": "Create a family tree drawing", "tags": ["independent", "low_cleanup", "indoor", "creative", "social", "cognitive"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Indoor bowling with plastic bottles", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "stem"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Ball toss into a basket", "tags": ["independent", "indoor", "low_cleanup", "physical", "cognitive"], "energy": "medium", "duration": "10-20", "age": "2-10"},
+    {"name": "Jumping jacks or hopscotch", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "energy_outlet"], "energy": "high", "duration": "10-20", "age": "3-10"},
+    {"name": "Dance party to favorite songs", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "music", "energy_outlet", "bonding"], "energy": "high", "duration": "10-20", "age": "2-12"},
+    {"name": "Indoor obstacle course with cushions", "tags": ["multi_child", "indoor", "medium_cleanup", "physical", "energy_outlet"], "energy": "high", "duration": "15-30", "age": "3-10"},
+    {"name": "Follow the leader indoors", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding"], "energy": "medium", "duration": "10-20", "age": "2-8"},
+    {"name": "Toss a beanbag or soft ball", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "cognitive"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Animal walks around the house", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "energy_outlet", "imaginative"], "energy": "high", "duration": "10-20", "age": "3-8"},
+    {"name": "Balance beam with tape on floor", "tags": ["independent", "indoor", "low_cleanup", "physical", "cognitive"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Target practice with soft balls", "tags": ["independent", "indoor", "low_cleanup", "physical", "cognitive"], "energy": "medium", "duration": "10-20", "age": "4-10"},
+    {"name": "Freeze dance with music", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "music", "energy_outlet", "bonding"], "energy": "high", "duration": "10-20", "age": "2-10"},
+    {"name": "Tightrope walk with a line on floor", "tags": ["independent", "indoor", "low_cleanup", "physical", "cognitive"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Pass the parcel or simple relay", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding"], "energy": "medium", "duration": "15-30", "age": "3-10"},
+    {"name": "Animal yoga poses", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "calming", "wellness", "imaginative"], "energy": "low", "duration": "10-20", "age": "3-10"},
+    {"name": "Simon Says with body parts", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "cognitive", "bonding"], "energy": "medium", "duration": "10-20", "age": "3-8"},
+    {"name": "Story dice or storytelling game", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "cognitive", "bonding", "literacy"], "energy": "low", "duration": "15-30", "age": "4-12"},
+    {"name": "Would you rather questions", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding", "social"], "energy": "low", "duration": "10-20", "age": "4-12"},
+    {"name": "I Spy or 20 Questions", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding"], "energy": "low", "duration": "10-20", "age": "3-12"},
+    {"name": "Charades or acting games", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding", "imaginative"], "energy": "medium", "duration": "15-30", "age": "4-12"},
+    {"name": "Make a family quiz or trivia", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding", "social"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Practice tongue twisters", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "literacy", "bonding"], "energy": "low", "duration": "10-15", "age": "4-12"},
+    {"name": "Tell a chain story", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "literacy", "bonding"], "energy": "low", "duration": "15-30", "age": "4-12"},
+    {"name": "Play memory or matching games", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding"], "energy": "low", "duration": "15-30", "age": "3-10"},
+    {"name": "Rhyming games or word associations", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "literacy", "bonding"], "energy": "low", "duration": "10-20", "age": "4-10"},
+    {"name": "Draw a map of your house or neighborhood", "tags": ["independent", "low_cleanup", "indoor", "creative", "cognitive", "spatial"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Mazes or dot-to-dot", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "fine_motor"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Simple science experiments", "tags": ["independent", "medium_cleanup", "indoor", "stem", "cognitive", "sensory"], "energy": "medium", "duration": "20-45", "age": "5-12"},
+    {"name": "Pattern blocks or tangrams", "tags": ["independent", "low_cleanup", "indoor", "stem", "cognitive", "spatial"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Sudoku or logic puzzles", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "stem"], "energy": "low", "duration": "15-45", "age": "6-12"},
+    {"name": "Learn a simple magic trick", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "creative", "performance"], "energy": "low", "duration": "20-45", "age": "6-12"},
+    {"name": "Mental math challenges", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "stem", "math"], "energy": "low", "duration": "10-20", "age": "6-12"},
+    {"name": "Geography or map games", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "stem", "spatial"], "energy": "low", "duration": "15-30", "age": "5-12"},
+    {"name": "Simple coding or logic games", "tags": ["independent", "low_cleanup", "indoor", "stem", "cognitive", "screen"], "energy": "low", "duration": "15-45", "age": "5-12"},
+    {"name": "Jigsaw puzzle", "tags": ["independent", "low_cleanup", "indoor", "cognitive", "spatial"], "energy": "low", "duration": "20-60", "age": "4-12"},
+    {"name": "Memory match with household items", "tags": ["independent", "low_cleanup", "indoor", "cognitive"], "energy": "low", "duration": "10-20", "age": "3-8"},
+    {"name": "Sort and organize a drawer or shelf", "tags": ["independent", "low_cleanup", "indoor", "practical", "cognitive", "wellness"], "energy": "low", "duration": "15-30", "age": "5-12"},
+    {"name": "Trace and draw from a picture book", "tags": ["independent", "low_cleanup", "indoor", "creative", "fine_motor", "literacy"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Measure and compare objects", "tags": ["independent", "low_cleanup", "indoor", "stem", "cognitive", "math"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Tidy up room with a timer", "tags": ["independent", "low_cleanup", "indoor", "practical", "cognitive", "wellness"], "energy": "medium", "duration": "10-20", "age": "4-12"},
+    {"name": "Pack a bag for a pretend trip", "tags": ["independent", "low_cleanup", "indoor", "imaginative", "practical", "cognitive"], "energy": "low", "duration": "15-30", "age": "3-10"},
+    {"name": "Create a restaurant menu", "tags": ["independent", "low_cleanup", "indoor", "creative", "cognitive", "literacy", "math"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Design a dream bedroom", "tags": ["independent", "low_cleanup", "indoor", "creative", "spatial", "cognitive"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Make a comic strip", "tags": ["independent", "low_cleanup", "indoor", "creative", "literacy", "cognitive"], "energy": "low", "duration": "20-60", "age": "6-12"},
+    {"name": "Play store with toy money", "tags": ["independent", "low_cleanup", "indoor", "creative", "math", "cognitive", "practical"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Make a time capsule", "tags": ["independent", "low_cleanup", "indoor", "creative", "cognitive", "social"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Write a letter to a relative", "tags": ["independent", "low_cleanup", "indoor", "creative", "literacy", "social", "bonding"], "energy": "low", "duration": "15-30", "age": "5-12"},
+    {"name": "Create a family newspaper", "tags": ["independent", "low_cleanup", "indoor", "creative", "literacy", "cognitive"], "energy": "low", "duration": "20-60", "age": "6-12"},
+    {"name": "Build a mini golf course indoors", "tags": ["multi_child", "indoor", "medium_cleanup", "physical", "creative", "stem"], "energy": "medium", "duration": "20-45", "age": "4-10"},
+    {"name": "Indoor relay race with rules", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding", "energy_outlet"], "energy": "high", "duration": "15-30", "age": "4-10"},
+    {"name": "Mirror me game", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding", "cognitive"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Musical statues or chairs", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "music", "energy_outlet", "bonding"], "energy": "high", "duration": "10-20", "age": "3-10"},
+    {"name": "Pass the balloon", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Sardines or hide and seek", "tags": ["multi_child", "indoor", "low_cleanup", "physical", "bonding"], "energy": "medium", "duration": "15-30", "age": "3-10"},
+    {"name": "Build a domino chain", "tags": ["independent", "low_cleanup", "indoor", "stem", "cognitive", "creative"], "energy": "low", "duration": "15-45", "age": "5-12"},
+    {"name": "Make a simple board game", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "cognitive", "bonding"], "energy": "medium", "duration": "30-60", "age": "5-12"},
+    {"name": "Create a family motto or crest", "tags": ["multi_child", "indoor", "low_cleanup", "creative", "bonding", "social"], "energy": "low", "duration": "20-45", "age": "5-12"},
+    {"name": "Play hot and cold with an object", "tags": ["multi_child", "indoor", "low_cleanup", "cognitive", "bonding"], "energy": "medium", "duration": "10-20", "age": "3-10"},
+    {"name": "Make a gratitude list", "tags": ["independent", "low_cleanup", "indoor", "wellness", "cognitive", "social"], "energy": "low", "duration": "10-20", "age": "5-12"},
+    {"name": "Practice simple origami", "tags": ["independent", "low_cleanup", "indoor", "creative", "fine_motor", "cognitive"], "energy": "low", "duration": "15-30", "age": "5-12"},
+    {"name": "Indoor picnic with snack prep", "tags": ["multi_child", "indoor", "medium_cleanup", "practical", "bonding", "rest"], "energy": "medium", "duration": "20-45", "age": "3-10"},
+    {"name": "Watch a nature documentary", "tags": ["quiet", "independent", "low_cleanup", "indoor", "screen", "nature", "stem"], "energy": "low", "duration": "30-60", "age": "4-12"},
+    {"name": "Create a weather chart", "tags": ["independent", "low_cleanup", "indoor", "stem", "nature", "cognitive"], "energy": "low", "duration": "15-30", "age": "4-10"},
+    {"name": "Make a simple bird feeder", "tags": ["independent", "medium_cleanup", "outdoor", "nature", "practical", "stem"], "energy": "medium", "duration": "20-45", "age": "4-10"},
+    {"name": "Cloud shapes or weather watching", "tags": ["outdoor", "quiet", "low_cleanup", "nature", "cognitive", "screen_free"], "energy": "low", "duration": "15-30", "age": "2-12"},
+    {"name": "Start a simple journal or diary", "tags": ["independent", "low_cleanup", "indoor", "creative", "literacy", "wellness"], "energy": "low", "duration": "10-20", "age": "6-12"},
+    {"name": "Make a paper airplane landing strip", "tags": ["independent", "indoor", "low_cleanup", "stem", "creative", "physical"], "energy": "medium", "duration": "15-30", "age": "5-12"}
+  ]
+}

requirements.txt

@@ -0,0 +1,4 @@
+gradio>=4.0.0
+transformers>=4.40.0
+torch>=2.0.0
+accelerate>=0.25.0