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"""
KhidmatAI β€” AI Service Orchestrator for Informal Economy
"""

import streamlit as st
import json, time, os, sys
from datetime import datetime
from pathlib import Path

sys.path.insert(0, str(Path(__file__).parent))
from agents import intent as intent_agent
from agents import discovery as discovery_agent
from agents import recommendation as recommendation_agent
from agents import booking as booking_agent

# ════════════════════════════════════════════════════════════════════
# PAGE CONFIG
# ════════════════════════════════════════════════════════════════════
st.set_page_config(page_title="KhidmatAI", page_icon="πŸ”§", layout="centered")

st.markdown("""
<style>
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
html, body, [class*="css"] { font-family: 'Inter', sans-serif; }

.hero {
    background: linear-gradient(135deg, #1a1a2e 0%, #16213e 50%, #0f3460 100%);
    border-radius: 16px; padding: 32px 28px 24px;
    text-align: center; margin-bottom: 24px;
    border: 1px solid rgba(255,255,255,0.08);
}
.hero h1 { color:#fff; font-size:2rem; font-weight:700; margin:0; }
.hero p  { color:rgba(255,255,255,0.65); font-size:0.95rem; margin:8px 0 0; }
.hero-badge {
    display:inline-block; background:rgba(99,179,237,0.15);
    border:1px solid rgba(99,179,237,0.3); color:#90cdf4;
    font-size:0.75rem; padding:3px 10px; border-radius:20px;
    margin-bottom:12px; font-weight:500;
}
.key-box {
    background:#fffbeb; border:1.5px solid #f6ad55;
    border-radius:12px; padding:16px 18px; margin-bottom:18px;
}
.key-box h4 { color:#c05621; margin:0 0 8px; font-size:0.95rem; }
.key-box p  { color:#744210; font-size:0.83rem; margin:4px 0; line-height:1.6; }
.key-box code { background:#feebc8; padding:1px 5px; border-radius:4px; font-size:0.82rem; }
.mode-pill {
    display:inline-block; font-size:0.72rem; font-weight:600;
    padding:2px 9px; border-radius:10px; margin-left:6px;
}
.mode-gemini  { background:#ebf8ff; color:#2b6cb0; }
.mode-rules   { background:#fefcbf; color:#744210; }
.agent-card {
    background:#f8fafc; border:1px solid #e2e8f0;
    border-left:4px solid #4299e1; border-radius:10px;
    padding:14px 16px; margin-bottom:10px;
}
.agent-card.done  { border-left-color:#48bb78; background:#f0fff4; }
.agent-card.error { border-left-color:#fc8181; background:#fff5f5; }
.agent-title { font-weight:600; font-size:0.9rem; color:#2d3748; margin-bottom:4px; }
.agent-body  { font-size:0.82rem; color:#4a5568; line-height:1.5; }
.provider-card {
    background:#fff; border:1.5px solid #e2e8f0;
    border-radius:12px; padding:16px 18px; margin-bottom:10px;
}
.provider-card.best { border-color:#48bb78; background:#f0fff4; }
.provider-name { font-size:1rem; font-weight:600; color:#1a202c; }
.provider-meta { font-size:0.8rem; color:#718096; margin-top:4px; }
.badge-best {
    background:#c6f6d5; color:#276749; font-size:0.72rem;
    padding:2px 8px; border-radius:8px; font-weight:600; margin-left:8px;
}
.score-bar  { height:5px; background:#e2e8f0; border-radius:3px; margin-top:8px; }
.score-fill { height:5px; background:#48bb78; border-radius:3px; }
.receipt {
    background:linear-gradient(135deg,#f0fff4,#e6fffa);
    border:2px solid #9ae6b4; border-radius:16px;
    padding:24px; text-align:center;
}
.receipt-id   { font-size:0.78rem; color:#68d391; letter-spacing:2px; font-weight:600; }
.receipt-name { font-size:1.4rem; font-weight:700; color:#1a202c; margin:8px 0 4px; }
.receipt-row  {
    display:flex; justify-content:space-between; padding:8px 0;
    border-bottom:1px solid rgba(0,0,0,0.06); font-size:0.88rem;
}
.receipt-row:last-child { border-bottom:none; }
.receipt-label { color:#718096; }
.receipt-value { color:#1a202c; font-weight:500; }
.reminder-box {
    background:#ebf8ff; border:1px solid #90cdf4;
    border-radius:10px; padding:12px 16px; margin-top:14px;
    font-size:0.85rem; color:#2b6cb0;
}
.trace-header {
    font-size:0.75rem; font-weight:600; color:#a0aec0;
    text-transform:uppercase; letter-spacing:1px; margin-bottom:6px;
}
</style>
""", unsafe_allow_html=True)

# ════════════════════════════════════════════════════════════════════
# SESSION STATE
# ════════════════════════════════════════════════════════════════════
for k, v in [("result", None), ("trace_log", None)]:
    if k not in st.session_state:
        st.session_state[k] = v

# ════════════════════════════════════════════════════════════════════
# HERO
# ════════════════════════════════════════════════════════════════════
st.markdown("""
<div class="hero">
    <div class="hero-badge">πŸ€– Google Antigravity Β· Gemini API Β· Streamlit</div>
    <h1>πŸ”§ KhidmatAI</h1>
    <p>AI Service Orchestrator for Pakistan's Informal Economy<br>
    Type your request in <strong>Urdu Β· Roman Urdu Β· English</strong></p>
</div>
""", unsafe_allow_html=True)

# ════════════════════════════════════════════════════════════════════
# API KEY STATUS BANNER
# ════════════════════════════════════════════════════════════════════
api_key = os.environ.get("GEMINI_API_KEY", "GEMINI_API_KEY").strip()
key_valid = bool(api_key and api_key != "YOUR_GEMINI_API_KEY_HERE" and len(api_key) > 20)

if not key_valid:
    st.markdown("""
    <div class="key-box">
        <h4>⚠️ Gemini API Key Not Set β€” Running in Demo Mode</h4>
        <p>The app still works using a <strong>rule-based parser</strong>, but Gemini AI gives better results.</p>
        <p>To enable full AI mode:</p>
        <p>
        1️⃣ Get a <strong>free</strong> key at <code>aistudio.google.com/apikey</code><br>
        2️⃣ In your HuggingFace Space β†’ <strong>Settings β†’ Variables and Secrets</strong><br>
        3️⃣ Click <strong>New secret</strong> β†’ Name: <code>GEMINI_API_KEY</code> β†’ paste your key β†’ Save<br>
        4️⃣ Restart the Space (Settings β†’ Factory reboot)
        </p>
    </div>
    """, unsafe_allow_html=True)
else:
    st.success("βœ… Gemini API key detected β€” AI mode active")

# ════════════════════════════════════════════════════════════════════
# EXAMPLE BUTTONS
# ════════════════════════════════════════════════════════════════════
st.markdown("**Try an example:**")
examples = [
    "Mujhe kal subah G-13 mein AC technician chahiye",
    "I need a plumber in F-10 today",
    "G-9 mein electrician chahiye aaj evening",
    "Maths tutor chahiye G-11 mein kal",
    "Home maid service chahiye F-7 mein",
    "Driver chahiye kal airport ke liye G-10 se",
]
cols = st.columns(3)
selected_example = None
for i, ex in enumerate(examples):
    if cols[i % 3].button(f"πŸ’¬ {ex[:28]}…", key=f"ex_{i}", use_container_width=True):
        selected_example = ex

# ════════════════════════════════════════════════════════════════════
# INPUT
# ════════════════════════════════════════════════════════════════════
user_input = st.text_area(
    "Request:",
    value=selected_example or st.session_state.get("last_input", ""),
    height=90,
    placeholder="e.g. Mujhe kal subah G-13 mein AC technician chahiye",
    label_visibility="collapsed",
)
c1, c2 = st.columns([3, 1])
run_btn   = c1.button("πŸš€ Find & Book Service", type="primary", use_container_width=True)
clear_btn = c2.button("πŸ”„ Clear", use_container_width=True)

if clear_btn:
    st.session_state.result = None
    st.session_state.trace_log = None
    st.rerun()

# ════════════════════════════════════════════════════════════════════
# PIPELINE
# ════════════════════════════════════════════════════════════════════
def agent_card_running(title, desc):
    st.markdown(f"""<div class="agent-card">
        <div class="agent-title">⏳ {title}</div>
        <div class="agent-body">{desc}</div>
    </div>""", unsafe_allow_html=True)

def agent_card_done(title, body, ms, mode=None):
    mode_pill = ""
    if mode == "gemini":
        mode_pill = '<span class="mode-pill mode-gemini">Gemini AI</span>'
    elif mode in ("rule_based_fallback", "rules"):
        mode_pill = '<span class="mode-pill mode-rules">Rule-based</span>'
    st.markdown(f"""<div class="agent-card done">
        <div class="agent-title">βœ… {title}{mode_pill} <small style="color:#718096">({ms}ms)</small></div>
        <div class="agent-body">{body}</div>
    </div>""", unsafe_allow_html=True)

def agent_card_error(title, err):
    st.markdown(f"""<div class="agent-card error">
        <div class="agent-title">❌ {title} Failed</div>
        <div class="agent-body"><code>{err}</code></div>
    </div>""", unsafe_allow_html=True)

def run_pipeline(message: str):
    trace = []
    st.markdown("---")
    st.markdown("### πŸ€– Agent Pipeline")

    # Agent 1 β€” Intent
    ph1 = st.empty()
    with ph1:
        agent_card_running("Agent 1 β€” Intent Agent", "Parsing your request...")
    t0 = time.time()
    try:
        intent = intent_agent.run(message)
        ms = int((time.time()-t0)*1000)
        warning = intent.pop("_warning", None)
        mode    = intent.get("mode", "rules")
        trace.append({"agent":"IntentAgent","step":1,
                       "input":{"message":message},"output":intent,
                       "duration_ms":ms,
                       "reasoning":f"Language={intent.get('language')}, service={intent.get('service_type')}, "
                                   f"location={intent.get('location')}, time={intent.get('time')} [mode={mode}]"})
        ph1.empty()
        agent_card_done(
            "Agent 1 β€” Intent Agent",
            f"🏷️ <b>{intent.get('service_type','?')}</b> &nbsp;|&nbsp; "
            f"πŸ“ <b>{intent.get('location','?')}</b> &nbsp;|&nbsp; "
            f"πŸ• <b>{intent.get('time','?')}</b> &nbsp;|&nbsp; "
            f"🌐 <b>{intent.get('language','?')}</b>",
            ms, mode
        )
        if warning:
            st.caption(f"ℹ️ {warning}")
    except Exception as e:
        ph1.empty()
        agent_card_error("Agent 1 β€” Intent Agent", str(e))
        return None, trace

    # Agent 2 β€” Discovery
    ph2 = st.empty()
    with ph2:
        agent_card_running("Agent 2 β€” Discovery Agent", "Searching nearby providers...")
    t0 = time.time()
    try:
        disc = discovery_agent.run(intent)
        ms = int((time.time()-t0)*1000)
        trace.append({"agent":"DiscoveryAgent","step":2,
                       "input":intent,"output":{"total_found":disc["total_found"]},
                       "duration_ms":ms,
                       "reasoning":f"Filtered providers.json for '{intent.get('service_type')}' near {disc['user_location']}. "
                                   f"Found {disc['total_found']} provider(s). Distance via haversine formula."})
        ph2.empty()
        agent_card_done(
            "Agent 2 β€” Discovery Agent",
            f"Found <b>{disc['total_found']}</b> provider(s) for "
            f"<b>{intent.get('service_type')}</b> near <b>{disc['user_location']}</b>.",
            ms
        )
    except Exception as e:
        ph2.empty()
        agent_card_error("Agent 2 β€” Discovery Agent", str(e))
        return None, trace

    if disc["total_found"] == 0:
        st.warning("πŸ˜• No providers found. Try a different service or location.")
        return None, trace

    # Agent 3 β€” Recommendation
    ph3 = st.empty()
    with ph3:
        agent_card_running("Agent 3 β€” Recommendation Agent", "Ranking providers...")
    t0 = time.time()
    try:
        rec = recommendation_agent.run(disc)
        ms = int((time.time()-t0)*1000)
        trace.append({"agent":"RecommendationAgent","step":3,
                       "input":{"providers_found":disc["total_found"]},
                       "output":{"selected":rec["best_provider"]["name"],"score":rec["best_provider"]["score"]},
                       "duration_ms":ms, "reasoning":rec["reasoning"]})
        ph3.empty()
        agent_card_done("Agent 3 β€” Recommendation Agent", rec["reasoning"], ms)
    except Exception as e:
        ph3.empty()
        agent_card_error("Agent 3 β€” Recommendation Agent", str(e))
        return None, trace

    # Agent 4 β€” Booking
    ph4 = st.empty()
    with ph4:
        agent_card_running("Agent 4 β€” Booking Agent", "Confirming your booking...")
    t0 = time.time()
    try:
        bk = booking_agent.run(rec, intent)
        ms = int((time.time()-t0)*1000)
        trace.append({"agent":"BookingAgent","step":4,
                       "input":{"provider":rec["best_provider"]["name"]},
                       "output":{"booking_id":bk["booking_id"],"slot":bk["confirmed_slot"]},
                       "duration_ms":ms,
                       "reasoning":f"Slot {bk['confirmed_slot']} selected. Booking ID: {bk['booking_id']}. Reminder: {bk['reminder_time']}."})
        ph4.empty()
        agent_card_done(
            "Agent 4 β€” Booking Agent",
            f"Booking <b>{bk['booking_id']}</b> confirmed Β· Slot <b>{bk['confirmed_slot']}</b> Β· "
            f"Reminder at <b>{bk['reminder_time']}</b>.",
            ms
        )
    except Exception as e:
        ph4.empty()
        agent_card_error("Agent 4 β€” Booking Agent", str(e))
        return None, trace

    return {"intent":intent, "discovery":disc, "recommendation":rec, "booking":bk}, trace

# ════════════════════════════════════════════════════════════════════
# TRIGGER
# ════════════════════════════════════════════════════════════════════
if run_btn:
    if not user_input.strip():
        st.warning("Please type a service request first.")
    else:
        st.session_state["last_input"] = user_input.strip()
        st.session_state.result = None
        st.session_state.trace_log = None
        result, trace = run_pipeline(user_input.strip())
        st.session_state.result = result
        st.session_state.trace_log = trace

# ════════════════════════════════════════════════════════════════════
# RESULTS
# ════════════════════════════════════════════════════════════════════
if st.session_state.result:
    result = st.session_state.result
    rec  = result["recommendation"]
    bk   = result["booking"]
    disc = result["discovery"]

    st.markdown("---")
    tab1, tab2, tab3 = st.tabs(["πŸ“‹ Providers", "βœ… Booking Receipt", "πŸ” Agent Trace"])

    with tab1:
        st.markdown(f"**{disc['total_found']} provider(s) found** β€” ranked by distance Β· rating Β· availability")
        for i, p in enumerate(rec["all_ranked"]):
            is_best = i == 0
            badge   = '<span class="badge-best">⭐ TOP PICK</span>' if is_best else ""
            avail   = "🟒 Available" if p.get("available") else "πŸ”΄ Unavailable"
            sw      = int(p["score"]*100)
            st.markdown(f"""
            <div class="provider-card {'best' if is_best else ''}">
                <div class="provider-name">#{i+1} {p['name']}{badge}</div>
                <div class="provider-meta">
                    πŸ“ {p['location']['area']} &nbsp;Β·&nbsp;
                    πŸ“ {p['distance_km']} km &nbsp;Β·&nbsp;
                    ⭐ {p['rating']} ({p['total_reviews']} reviews) &nbsp;·&nbsp;
                    {avail} &nbsp;Β·&nbsp;
                    πŸ’° {p.get('price_range','N/A')}
                </div>
                <div class="score-bar"><div class="score-fill" style="width:{sw}%"></div></div>
                <div style="font-size:0.73rem;color:#a0aec0;margin-top:3px;">Score: {p['score']}</div>
            </div>""", unsafe_allow_html=True)

    with tab2:
        st.markdown(f"""
        <div class="receipt">
            <div class="receipt-id">BOOKING ID: {bk['booking_id']}</div>
            <div class="receipt-name">πŸŽ‰ {bk['provider_name']}</div>
            <div style="color:#48bb78;font-size:0.85rem;margin-bottom:16px;">Booking Confirmed βœ“</div>
            <div class="receipt-row"><span class="receipt-label">πŸ”§ Service</span><span class="receipt-value">{bk['service']}</span></div>
            <div class="receipt-row"><span class="receipt-label">πŸ“ Location</span><span class="receipt-value">{bk['location']}</span></div>
            <div class="receipt-row"><span class="receipt-label">πŸ“… Date</span><span class="receipt-value">{bk['booked_date']}</span></div>
            <div class="receipt-row"><span class="receipt-label">⏰ Slot</span><span class="receipt-value">{bk['confirmed_slot']}</span></div>
            <div class="receipt-row"><span class="receipt-label">πŸ“ž Contact</span><span class="receipt-value">{bk['provider_phone']}</span></div>
            <div class="reminder-box">πŸ”” <b>Reminder</b> set for <b>{bk['reminder_time']}</b> β€” 1 hour before appointment</div>
        </div>""", unsafe_allow_html=True)

    with tab3:
        st.markdown('<div class="trace-header">Full Agent Decision Log</div>', unsafe_allow_html=True)
        for step in st.session_state.trace_log:
            with st.expander(f"Step {step['step']} β€” {step['agent']}  ({step['duration_ms']}ms)"):
                st.markdown(f"**Reasoning:** {step['reasoning']}")
                ca, cb = st.columns(2)
                with ca:
                    st.markdown("**Input**"); st.json(step["input"])
                with cb:
                    st.markdown("**Output**"); st.json(step["output"])
        st.markdown("**Full JSON:**")
        st.json(st.session_state.trace_log)

# ════════════════════════════════════════════════════════════════════
# FOOTER
# ════════════════════════════════════════════════════════════════════
st.markdown("---")
st.markdown(
    "<div style='text-align:center;color:#a0aec0;font-size:0.78rem'>"
    "KhidmatAI Β· Google Antigravity Β· Gemini API Β· Streamlit Β· Hackathon 2025"
    "</div>", unsafe_allow_html=True
)