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Upload 10 files
Browse files- README.md +11 -6
- agents/__init__.py +1 -0
- agents/booking.py +57 -0
- agents/discovery.py +40 -0
- agents/intent.py +32 -0
- agents/recommendation.py +26 -0
- app.py +454 -0
- data/bookings.json +1 -0
- data/providers.json +132 -0
- requirements.txt +3 -0
README.md
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---
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title: KhidmatAI
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emoji:
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colorFrom:
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sdk: streamlit
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sdk_version: 1.
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python_version: '3.13'
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app_file: app.py
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pinned: false
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license: mit
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---
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-
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---
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title: KhidmatAI
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emoji: 🔧
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colorFrom: blue
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colorTo: green
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sdk: streamlit
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sdk_version: 1.35.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: AI Service Orchestrator for Pakistan's Informal Economy
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---
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# 🔧 KhidmatAI — AI Service Orchestrator
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AI-powered service booking for Pakistan's informal economy.
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Type your request in **Urdu · Roman Urdu · English**.
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Built with **Google Antigravity · Gemini API · Streamlit**.
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agents/__init__.py
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# agents package
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agents/booking.py
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"""Agent 4 — Booking Agent (writes to data/bookings.json)"""
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import json, uuid, os
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from datetime import datetime, timedelta
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from pathlib import Path
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BOOKINGS_FILE = Path(__file__).parent.parent / "data" / "bookings.json"
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TIME_SLOT_MAP = {
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"morning": ["09:00", "10:00", "11:00"],
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"afternoon": ["13:00", "14:00", "15:00"],
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"evening": ["17:00", "18:00", "19:00"],
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"asap": ["09:00", "10:00", "11:00", "13:00", "14:00"],
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}
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def pick_slot(provider: dict, requested_time: str) -> str:
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available = provider.get("available_slots", [])
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rt = (requested_time or "").lower()
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for key, slots in TIME_SLOT_MAP.items():
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if key in rt:
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for s in slots:
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if s in available:
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return s
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return available[0] if available else "10:00"
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def run(recommendation: dict, intent: dict) -> dict:
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provider = recommendation.get("best_provider")
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if not provider:
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return {"error": "No provider available to book."}
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slot = pick_slot(provider, intent.get("time", "morning"))
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booking_id = f"BK-{datetime.now().strftime('%Y%m%d')}-{str(uuid.uuid4())[:5].upper()}"
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remind_time = f"{int(slot.split(':')[0]) - 1:02d}:{slot.split(':')[1]}"
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booked_date = (datetime.now() + timedelta(days=1)).strftime("%A, %d %b %Y")
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record = {
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"booking_id": booking_id,
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"provider_id": provider["provider_id"],
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"provider_name": provider["name"],
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"service": intent.get("service_type"),
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"location": intent.get("location"),
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"confirmed_slot": slot,
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"booked_date": booked_date,
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"provider_phone": provider.get("phone"),
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"reminder_time": remind_time,
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"created_at": datetime.now().isoformat(),
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"status": "confirmed",
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}
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# Write to bookings.json
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try:
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existing = json.loads(BOOKINGS_FILE.read_text()) if BOOKINGS_FILE.exists() else []
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existing.append(record)
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BOOKINGS_FILE.write_text(json.dumps(existing, indent=2))
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except Exception:
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pass # HF free tier ephemeral filesystem — non-fatal
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return record
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agents/discovery.py
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"""Agent 2 — Discovery Agent (haversine distance, no Maps API needed on free tier)"""
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import json, math, os
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from pathlib import Path
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PROVIDERS_FILE = Path(__file__).parent.parent / "data" / "providers.json"
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AREA_COORDS = {
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"G-13": (33.6844, 73.0479), "G-11": (33.6938, 73.0551),
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"G-10": (33.7020, 73.0397), "G-9": (33.6995, 73.0440),
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"G-6": (33.7290, 73.0935), "F-10": (33.7077, 73.0354),
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"F-7": (33.7192, 73.0587), "E-11": (33.7215, 73.0194),
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"I-8": (33.6741, 73.0632), "I-10": (33.6800, 73.0530),
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"DEFAULT": (33.6844, 73.0479),
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}
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def haversine(lat1, lon1, lat2, lon2) -> float:
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R = 6371
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dlat = math.radians(lat2 - lat1)
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dlon = math.radians(lon2 - lon1)
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a = math.sin(dlat/2)**2 + math.cos(math.radians(lat1)) * math.cos(math.radians(lat2)) * math.sin(dlon/2)**2
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return round(R * 2 * math.asin(math.sqrt(a)), 2)
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def run(intent: dict) -> dict:
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service_type = intent.get("service_type") or ""
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location = (intent.get("location") or "DEFAULT").upper().strip()
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with open(PROVIDERS_FILE) as f:
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all_providers = json.load(f)
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user_lat, user_lng = AREA_COORDS.get(location, AREA_COORDS["DEFAULT"])
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matched = []
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for p in all_providers:
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cats = [c.lower() for c in p.get("service_categories", [])]
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if service_type.lower() in cats:
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dist = haversine(user_lat, user_lng, p["location"]["lat"], p["location"]["lng"])
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matched.append({**p, "distance_km": dist})
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matched.sort(key=lambda x: x["distance_km"])
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return {"providers": matched, "user_location": location, "total_found": len(matched)}
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agents/intent.py
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"""Agent 1 — Intent Agent (Gemini API, no paid Maps needed)"""
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import os, json, re
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import google.generativeai as genai
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def run(message: str) -> dict:
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api_key = os.environ.get("GEMINI_API_KEY", "")
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if not api_key:
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raise ValueError("GEMINI_API_KEY secret not set in HuggingFace Space settings.")
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genai.configure(api_key=api_key)
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model = genai.GenerativeModel("gemini-1.5-flash") # free-tier model
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prompt = f"""You are a service request parser for Pakistan's informal economy.
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Extract structured info from the user message. Respond ONLY with valid JSON, no markdown.
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User message: "{message}"
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Return exactly this JSON structure:
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{{
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"service_type": "<one of: AC Technician, Plumber, Electrician, Tutor, Beautician, Carpenter, Painter, Driver, Maid, Delivery Worker>",
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"location": "<area name, e.g. G-13>",
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"time": "<e.g. tomorrow morning, today evening, asap>",
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"language": "<urdu | roman_urdu | english | mixed>",
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"confidence": <0.0 to 1.0>
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}}
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If a field cannot be determined, use null."""
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response = model.generate_content(prompt)
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raw = response.text.strip()
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raw = re.sub(r"```json|```", "", raw).strip()
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return json.loads(raw)
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agents/recommendation.py
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"""Agent 3 — Recommendation Agent"""
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def compute_score(p: dict, max_dist: float) -> float:
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proximity = 1 - (p["distance_km"] / max_dist) if max_dist > 0 else 1.0
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rating = (p.get("rating", 3) - 1) / 4
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availability = 1.0 if p.get("available") else 0.0
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return round(0.40 * proximity + 0.40 * rating + 0.20 * availability, 4)
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def run(discovery: dict) -> dict:
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providers = discovery.get("providers", [])
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if not providers:
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return {"best_provider": None, "all_ranked": [], "reasoning": "No providers found."}
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max_dist = max(p["distance_km"] for p in providers) or 1
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scored = [{**p, "score": compute_score(p, max_dist)} for p in providers]
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scored.sort(key=lambda x: x["score"], reverse=True)
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best = scored[0]
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reasoning = (
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f"**{best['name']}** selected — "
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f"{best['distance_km']} km away, "
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f"⭐ {best['rating']} rating, "
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f"{'available' if best['available'] else 'unavailable'}. "
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f"Composite score: **{best['score']}**"
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)
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return {"best_provider": best, "all_ranked": scored, "reasoning": reasoning}
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app.py
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|
| 1 |
+
"""
|
| 2 |
+
KhidmatAI — AI Service Orchestrator for Informal Economy
|
| 3 |
+
Streamlit interface for HuggingFace Spaces (free tier)
|
| 4 |
+
"""
|
| 5 |
+
|
| 6 |
+
import streamlit as st
|
| 7 |
+
import json, time, os, sys
|
| 8 |
+
from datetime import datetime
|
| 9 |
+
from pathlib import Path
|
| 10 |
+
|
| 11 |
+
# ── path so agents/ is importable ───────────────────────────────────
|
| 12 |
+
sys.path.insert(0, str(Path(__file__).parent))
|
| 13 |
+
from agents import intent as intent_agent
|
| 14 |
+
from agents import discovery as discovery_agent
|
| 15 |
+
from agents import recommendation as recommendation_agent
|
| 16 |
+
from agents import booking as booking_agent
|
| 17 |
+
|
| 18 |
+
# ════════════════════════════════════════════════════════════════════
|
| 19 |
+
# PAGE CONFIG
|
| 20 |
+
# ════════════════════════════════════════════════════════════════════
|
| 21 |
+
st.set_page_config(
|
| 22 |
+
page_title="KhidmatAI",
|
| 23 |
+
page_icon="🔧",
|
| 24 |
+
layout="centered",
|
| 25 |
+
)
|
| 26 |
+
|
| 27 |
+
# ════════════════════════════════════════════════════════════════════
|
| 28 |
+
# CUSTOM CSS
|
| 29 |
+
# ════════════════════════════════════════════════════════════════════
|
| 30 |
+
st.markdown("""
|
| 31 |
+
<style>
|
| 32 |
+
/* ── Global ─────────────────────────────────────────────── */
|
| 33 |
+
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
|
| 34 |
+
html, body, [class*="css"] { font-family: 'Inter', sans-serif; }
|
| 35 |
+
|
| 36 |
+
/* ── Hero banner ────────────────────────────────────────── */
|
| 37 |
+
.hero {
|
| 38 |
+
background: linear-gradient(135deg, #1a1a2e 0%, #16213e 50%, #0f3460 100%);
|
| 39 |
+
border-radius: 16px;
|
| 40 |
+
padding: 32px 28px 24px;
|
| 41 |
+
text-align: center;
|
| 42 |
+
margin-bottom: 24px;
|
| 43 |
+
border: 1px solid rgba(255,255,255,0.08);
|
| 44 |
+
}
|
| 45 |
+
.hero h1 { color: #ffffff; font-size: 2rem; font-weight: 700; margin: 0; letter-spacing: -0.5px; }
|
| 46 |
+
.hero p { color: rgba(255,255,255,0.65); font-size: 0.95rem; margin: 8px 0 0; }
|
| 47 |
+
.hero-badge {
|
| 48 |
+
display: inline-block;
|
| 49 |
+
background: rgba(99,179,237,0.15);
|
| 50 |
+
border: 1px solid rgba(99,179,237,0.3);
|
| 51 |
+
color: #90cdf4;
|
| 52 |
+
font-size: 0.75rem;
|
| 53 |
+
padding: 3px 10px;
|
| 54 |
+
border-radius: 20px;
|
| 55 |
+
margin-bottom: 12px;
|
| 56 |
+
font-weight: 500;
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
/* ── Agent step card ────────────────────────────────────── */
|
| 60 |
+
.agent-card {
|
| 61 |
+
background: #f8fafc;
|
| 62 |
+
border: 1px solid #e2e8f0;
|
| 63 |
+
border-left: 4px solid #4299e1;
|
| 64 |
+
border-radius: 10px;
|
| 65 |
+
padding: 14px 16px;
|
| 66 |
+
margin-bottom: 10px;
|
| 67 |
+
}
|
| 68 |
+
.agent-card.done { border-left-color: #48bb78; background: #f0fff4; }
|
| 69 |
+
.agent-card.error { border-left-color: #fc8181; background: #fff5f5; }
|
| 70 |
+
.agent-title { font-weight: 600; font-size: 0.9rem; color: #2d3748; margin-bottom: 4px; }
|
| 71 |
+
.agent-body { font-size: 0.82rem; color: #4a5568; line-height: 1.5; }
|
| 72 |
+
|
| 73 |
+
/* ── Provider card ──────────────────────────────────────── */
|
| 74 |
+
.provider-card {
|
| 75 |
+
background: #ffffff;
|
| 76 |
+
border: 1.5px solid #e2e8f0;
|
| 77 |
+
border-radius: 12px;
|
| 78 |
+
padding: 16px 18px;
|
| 79 |
+
margin-bottom: 10px;
|
| 80 |
+
transition: border-color 0.2s;
|
| 81 |
+
}
|
| 82 |
+
.provider-card.best { border-color: #48bb78; background: #f0fff4; }
|
| 83 |
+
.provider-name { font-size: 1rem; font-weight: 600; color: #1a202c; }
|
| 84 |
+
.provider-meta { font-size: 0.8rem; color: #718096; margin-top: 4px; }
|
| 85 |
+
.badge-best { background: #c6f6d5; color: #276749; font-size: 0.72rem;
|
| 86 |
+
padding: 2px 8px; border-radius: 8px; font-weight: 600; margin-left: 8px; }
|
| 87 |
+
.score-bar { height: 5px; background: #e2e8f0; border-radius: 3px; margin-top: 8px; }
|
| 88 |
+
.score-fill { height: 5px; background: #48bb78; border-radius: 3px; }
|
| 89 |
+
|
| 90 |
+
/* ── Booking receipt ────────────────────────────────────── */
|
| 91 |
+
.receipt {
|
| 92 |
+
background: linear-gradient(135deg, #f0fff4, #e6fffa);
|
| 93 |
+
border: 2px solid #9ae6b4;
|
| 94 |
+
border-radius: 16px;
|
| 95 |
+
padding: 24px;
|
| 96 |
+
text-align: center;
|
| 97 |
+
}
|
| 98 |
+
.receipt-id { font-size: 0.78rem; color: #68d391; letter-spacing: 2px; font-weight: 600; }
|
| 99 |
+
.receipt-name { font-size: 1.4rem; font-weight: 700; color: #1a202c; margin: 8px 0 4px; }
|
| 100 |
+
.receipt-row { display: flex; justify-content: space-between; padding: 8px 0;
|
| 101 |
+
border-bottom: 1px solid rgba(0,0,0,0.06); font-size: 0.88rem; }
|
| 102 |
+
.receipt-row:last-child { border-bottom: none; }
|
| 103 |
+
.receipt-label { color: #718096; }
|
| 104 |
+
.receipt-value { color: #1a202c; font-weight: 500; }
|
| 105 |
+
.reminder-box {
|
| 106 |
+
background: #ebf8ff; border: 1px solid #90cdf4;
|
| 107 |
+
border-radius: 10px; padding: 12px 16px; margin-top: 14px;
|
| 108 |
+
font-size: 0.85rem; color: #2b6cb0;
|
| 109 |
+
}
|
| 110 |
+
|
| 111 |
+
/* ── Trace log ──────────────────────────────────────────── */
|
| 112 |
+
.trace-header { font-size: 0.75rem; font-weight: 600; color: #a0aec0;
|
| 113 |
+
text-transform: uppercase; letter-spacing: 1px; margin-bottom: 6px; }
|
| 114 |
+
|
| 115 |
+
/* ── Input box ──────────────────────────────────────────── */
|
| 116 |
+
.stTextArea textarea {
|
| 117 |
+
font-size: 1rem !important;
|
| 118 |
+
border-radius: 10px !important;
|
| 119 |
+
border: 1.5px solid #cbd5e0 !important;
|
| 120 |
+
}
|
| 121 |
+
|
| 122 |
+
/* ── Example chips ──────────────────────────────────────── */
|
| 123 |
+
.chip {
|
| 124 |
+
display: inline-block;
|
| 125 |
+
background: #edf2f7;
|
| 126 |
+
border: 1px solid #e2e8f0;
|
| 127 |
+
border-radius: 20px;
|
| 128 |
+
padding: 4px 12px;
|
| 129 |
+
font-size: 0.78rem;
|
| 130 |
+
color: #4a5568;
|
| 131 |
+
margin: 3px;
|
| 132 |
+
cursor: pointer;
|
| 133 |
+
}
|
| 134 |
+
</style>
|
| 135 |
+
""", unsafe_allow_html=True)
|
| 136 |
+
|
| 137 |
+
# ════════════════════════════════════════════════════════════════════
|
| 138 |
+
# SESSION STATE
|
| 139 |
+
# ════════════════════════════════════════════════════════════════════
|
| 140 |
+
for key in ["result", "trace_log", "running"]:
|
| 141 |
+
if key not in st.session_state:
|
| 142 |
+
st.session_state[key] = None if key != "running" else False
|
| 143 |
+
|
| 144 |
+
# ════════════════════════════════════════════════════════════════════
|
| 145 |
+
# HERO
|
| 146 |
+
# ════════════════════════════════════════════════════════════════════
|
| 147 |
+
st.markdown("""
|
| 148 |
+
<div class="hero">
|
| 149 |
+
<div class="hero-badge">🤖 Powered by Google Antigravity + Gemini API</div>
|
| 150 |
+
<h1>🔧 KhidmatAI</h1>
|
| 151 |
+
<p>AI Service Orchestrator for Pakistan's Informal Economy<br>
|
| 152 |
+
Type your request in <strong>Urdu · Roman Urdu · English</strong></p>
|
| 153 |
+
</div>
|
| 154 |
+
""", unsafe_allow_html=True)
|
| 155 |
+
|
| 156 |
+
# ════════════════════════════════════════════════════════════════════
|
| 157 |
+
# CHECK API KEY
|
| 158 |
+
# ════════════════════════════════════════════════════════════════════
|
| 159 |
+
api_key = os.environ.get("GEMINI_API_KEY", "")
|
| 160 |
+
if not api_key:
|
| 161 |
+
st.error(
|
| 162 |
+
"⚠️ **GEMINI_API_KEY not set.**\n\n"
|
| 163 |
+
"Go to your HuggingFace Space → **Settings → Variables and Secrets** → "
|
| 164 |
+
"add a secret named `GEMINI_API_KEY` with your Gemini API key.\n\n"
|
| 165 |
+
"Get a free key at: https://aistudio.google.com/apikey"
|
| 166 |
+
)
|
| 167 |
+
st.stop()
|
| 168 |
+
|
| 169 |
+
# ════════════════════════════════════════════════════════════════════
|
| 170 |
+
# EXAMPLE INPUTS
|
| 171 |
+
# ════════════════════════════════════════════════════════════════════
|
| 172 |
+
st.markdown("**Try an example:**")
|
| 173 |
+
examples = [
|
| 174 |
+
"Mujhe kal subah G-13 mein AC technician chahiye",
|
| 175 |
+
"I need a plumber in F-10 today",
|
| 176 |
+
"G-9 mein electrician chahiye aaj evening",
|
| 177 |
+
"Maths tutor chahiye G-11 mein kal",
|
| 178 |
+
"Home maid service chahiye F-7 mein",
|
| 179 |
+
]
|
| 180 |
+
cols = st.columns(3)
|
| 181 |
+
selected_example = None
|
| 182 |
+
for i, ex in enumerate(examples):
|
| 183 |
+
if cols[i % 3].button(f"💬 {ex[:30]}…", key=f"ex_{i}", use_container_width=True):
|
| 184 |
+
selected_example = ex
|
| 185 |
+
|
| 186 |
+
# ════════════════════════════════════════════════════════════════════
|
| 187 |
+
# INPUT
|
| 188 |
+
# ════════════════════════════════════════════════════════════════════
|
| 189 |
+
default_text = selected_example or ""
|
| 190 |
+
user_input = st.text_area(
|
| 191 |
+
"Your service request:",
|
| 192 |
+
value=default_text,
|
| 193 |
+
height=90,
|
| 194 |
+
placeholder="e.g. Mujhe kal subah G-13 mein AC technician chahiye",
|
| 195 |
+
label_visibility="collapsed",
|
| 196 |
+
)
|
| 197 |
+
|
| 198 |
+
col1, col2 = st.columns([3, 1])
|
| 199 |
+
with col1:
|
| 200 |
+
run_btn = st.button("🚀 Find & Book Service", type="primary", use_container_width=True)
|
| 201 |
+
with col2:
|
| 202 |
+
clear_btn = st.button("🔄 Clear", use_container_width=True)
|
| 203 |
+
|
| 204 |
+
if clear_btn:
|
| 205 |
+
st.session_state.result = None
|
| 206 |
+
st.session_state.trace_log = None
|
| 207 |
+
st.rerun()
|
| 208 |
+
|
| 209 |
+
# ════════════════════════════════════════════════════════════════════
|
| 210 |
+
# AGENT PIPELINE
|
| 211 |
+
# ════════════════════════════════════════════════════════════════════
|
| 212 |
+
def run_pipeline(message: str):
|
| 213 |
+
trace = []
|
| 214 |
+
st.markdown("---")
|
| 215 |
+
st.markdown("### 🤖 Agent Pipeline Running...")
|
| 216 |
+
|
| 217 |
+
# ── Agent 1: Intent ───────────────────────────────────────────
|
| 218 |
+
with st.container():
|
| 219 |
+
st.markdown("""<div class="agent-card">
|
| 220 |
+
<div class="agent-title">🧠 Agent 1 — Intent Agent</div>
|
| 221 |
+
<div class="agent-body">Parsing your request with Gemini API...</div>
|
| 222 |
+
</div>""", unsafe_allow_html=True)
|
| 223 |
+
t0 = time.time()
|
| 224 |
+
try:
|
| 225 |
+
intent = intent_agent.run(message)
|
| 226 |
+
ms = int((time.time() - t0) * 1000)
|
| 227 |
+
trace.append({
|
| 228 |
+
"agent": "IntentAgent", "step": 1,
|
| 229 |
+
"input": {"message": message},
|
| 230 |
+
"output": intent, "duration_ms": ms,
|
| 231 |
+
"reasoning": f"Detected language: {intent.get('language')}. "
|
| 232 |
+
f"Extracted service={intent.get('service_type')}, "
|
| 233 |
+
f"location={intent.get('location')}, time={intent.get('time')}."
|
| 234 |
+
})
|
| 235 |
+
st.markdown(f"""<div class="agent-card done">
|
| 236 |
+
<div class="agent-title">✅ Agent 1 — Intent Agent <small style="color:#718096">({ms}ms)</small></div>
|
| 237 |
+
<div class="agent-body">
|
| 238 |
+
🏷️ <b>Service:</b> {intent.get('service_type') or '?'} |
|
| 239 |
+
📍 <b>Location:</b> {intent.get('location') or '?'} |
|
| 240 |
+
🕐 <b>Time:</b> {intent.get('time') or '?'} |
|
| 241 |
+
🌐 <b>Language:</b> {intent.get('language') or '?'}
|
| 242 |
+
</div>
|
| 243 |
+
</div>""", unsafe_allow_html=True)
|
| 244 |
+
except Exception as e:
|
| 245 |
+
st.markdown(f"""<div class="agent-card error">
|
| 246 |
+
<div class="agent-title">❌ Agent 1 Failed</div>
|
| 247 |
+
<div class="agent-body">{e}</div>
|
| 248 |
+
</div>""", unsafe_allow_html=True)
|
| 249 |
+
return None, trace
|
| 250 |
+
|
| 251 |
+
# ── Agent 2: Discovery ────────────────────────────────────────
|
| 252 |
+
with st.container():
|
| 253 |
+
t0 = time.time()
|
| 254 |
+
try:
|
| 255 |
+
disc = discovery_agent.run(intent)
|
| 256 |
+
ms = int((time.time() - t0) * 1000)
|
| 257 |
+
trace.append({
|
| 258 |
+
"agent": "DiscoveryAgent", "step": 2,
|
| 259 |
+
"input": intent, "output": {"total_found": disc["total_found"]},
|
| 260 |
+
"duration_ms": ms,
|
| 261 |
+
"reasoning": f"Searched providers.json for '{intent.get('service_type')}' near {disc['user_location']}. "
|
| 262 |
+
f"Found {disc['total_found']} provider(s). Distances computed via haversine formula."
|
| 263 |
+
})
|
| 264 |
+
st.markdown(f"""<div class="agent-card done">
|
| 265 |
+
<div class="agent-title">✅ Agent 2 — Discovery Agent <small style="color:#718096">({ms}ms)</small></div>
|
| 266 |
+
<div class="agent-body">
|
| 267 |
+
Found <b>{disc['total_found']}</b> provider(s) for <b>{intent.get('service_type')}</b>
|
| 268 |
+
near <b>{disc['user_location']}</b>.
|
| 269 |
+
</div>
|
| 270 |
+
</div>""", unsafe_allow_html=True)
|
| 271 |
+
except Exception as e:
|
| 272 |
+
st.markdown(f"""<div class="agent-card error">
|
| 273 |
+
<div class="agent-title">❌ Agent 2 Failed</div>
|
| 274 |
+
<div class="agent-body">{e}</div>
|
| 275 |
+
</div>""", unsafe_allow_html=True)
|
| 276 |
+
return None, trace
|
| 277 |
+
|
| 278 |
+
if disc["total_found"] == 0:
|
| 279 |
+
st.warning("😕 No providers found for this service in your area. Try a different location or service.")
|
| 280 |
+
return None, trace
|
| 281 |
+
|
| 282 |
+
# ── Agent 3: Recommendation ───────────────────────────────────
|
| 283 |
+
with st.container():
|
| 284 |
+
t0 = time.time()
|
| 285 |
+
try:
|
| 286 |
+
rec = recommendation_agent.run(disc)
|
| 287 |
+
ms = int((time.time() - t0) * 1000)
|
| 288 |
+
trace.append({
|
| 289 |
+
"agent": "RecommendationAgent", "step": 3,
|
| 290 |
+
"input": {"providers_found": disc["total_found"]},
|
| 291 |
+
"output": {
|
| 292 |
+
"selected": rec["best_provider"]["name"],
|
| 293 |
+
"score": rec["best_provider"]["score"]
|
| 294 |
+
},
|
| 295 |
+
"duration_ms": ms,
|
| 296 |
+
"reasoning": rec["reasoning"]
|
| 297 |
+
})
|
| 298 |
+
st.markdown(f"""<div class="agent-card done">
|
| 299 |
+
<div class="agent-title">✅ Agent 3 — Recommendation Agent <small style="color:#718096">({ms}ms)</small></div>
|
| 300 |
+
<div class="agent-body">
|
| 301 |
+
{rec['reasoning']}
|
| 302 |
+
</div>
|
| 303 |
+
</div>""", unsafe_allow_html=True)
|
| 304 |
+
except Exception as e:
|
| 305 |
+
st.markdown(f"""<div class="agent-card error">
|
| 306 |
+
<div class="agent-title">❌ Agent 3 Failed</div>
|
| 307 |
+
<div class="agent-body">{e}</div>
|
| 308 |
+
</div>""", unsafe_allow_html=True)
|
| 309 |
+
return None, trace
|
| 310 |
+
|
| 311 |
+
# ── Agent 4: Booking ──────────────────────────────────────────
|
| 312 |
+
with st.container():
|
| 313 |
+
t0 = time.time()
|
| 314 |
+
try:
|
| 315 |
+
bk = booking_agent.run(rec, intent)
|
| 316 |
+
ms = int((time.time() - t0) * 1000)
|
| 317 |
+
trace.append({
|
| 318 |
+
"agent": "BookingAgent", "step": 4,
|
| 319 |
+
"input": {"provider": rec["best_provider"]["name"]},
|
| 320 |
+
"output": {"booking_id": bk["booking_id"], "slot": bk["confirmed_slot"]},
|
| 321 |
+
"duration_ms": ms,
|
| 322 |
+
"reasoning": f"Picked slot {bk['confirmed_slot']} from available morning slots. "
|
| 323 |
+
f"Wrote to bookings.json. Booking ID: {bk['booking_id']}."
|
| 324 |
+
})
|
| 325 |
+
st.markdown(f"""<div class="agent-card done">
|
| 326 |
+
<div class="agent-title">✅ Agent 4 — Booking Agent <small style="color:#718096">({ms}ms)</small></div>
|
| 327 |
+
<div class="agent-body">
|
| 328 |
+
Booking <b>{bk['booking_id']}</b> confirmed for <b>{bk['confirmed_slot']}</b>.
|
| 329 |
+
Reminder set for <b>{bk['reminder_time']}</b>.
|
| 330 |
+
</div>
|
| 331 |
+
</div>""", unsafe_allow_html=True)
|
| 332 |
+
except Exception as e:
|
| 333 |
+
st.markdown(f"""<div class="agent-card error">
|
| 334 |
+
<div class="agent-title">❌ Agent 4 Failed</div>
|
| 335 |
+
<div class="agent-body">{e}</div>
|
| 336 |
+
</div>""", unsafe_allow_html=True)
|
| 337 |
+
return None, trace
|
| 338 |
+
|
| 339 |
+
return {"intent": intent, "discovery": disc, "recommendation": rec, "booking": bk}, trace
|
| 340 |
+
|
| 341 |
+
|
| 342 |
+
# ════════════════════════════════════════════════════════════════════
|
| 343 |
+
# RUN
|
| 344 |
+
# ════════════════════════════════════════════════════════════════════
|
| 345 |
+
if run_btn and user_input.strip():
|
| 346 |
+
st.session_state.result = None
|
| 347 |
+
st.session_state.trace_log = None
|
| 348 |
+
result, trace = run_pipeline(user_input.strip())
|
| 349 |
+
st.session_state.result = result
|
| 350 |
+
st.session_state.trace_log = trace
|
| 351 |
+
|
| 352 |
+
elif run_btn and not user_input.strip():
|
| 353 |
+
st.warning("Please type a service request first.")
|
| 354 |
+
|
| 355 |
+
# ════════════════════════════════════════════════════════════════════
|
| 356 |
+
# RESULTS
|
| 357 |
+
# ════════════════════════════════════════════════════════════════════
|
| 358 |
+
if st.session_state.result:
|
| 359 |
+
result = st.session_state.result
|
| 360 |
+
rec = result["recommendation"]
|
| 361 |
+
bk = result["booking"]
|
| 362 |
+
disc = result["discovery"]
|
| 363 |
+
|
| 364 |
+
st.markdown("---")
|
| 365 |
+
|
| 366 |
+
# ── Tabs ────────────────────────────────────────────────────
|
| 367 |
+
tab1, tab2, tab3 = st.tabs(["📋 Providers Found", "✅ Booking Receipt", "🔍 Agent Trace"])
|
| 368 |
+
|
| 369 |
+
# ── Tab 1: Providers ─────────────────────────────────────────
|
| 370 |
+
with tab1:
|
| 371 |
+
st.markdown(f"**{disc['total_found']} provider(s) found** — ranked by distance · rating · availability")
|
| 372 |
+
for i, p in enumerate(rec["all_ranked"]):
|
| 373 |
+
is_best = i == 0
|
| 374 |
+
badge = '<span class="badge-best">⭐ TOP PICK</span>' if is_best else ""
|
| 375 |
+
avail = "🟢 Available" if p.get("available") else "🔴 Unavailable"
|
| 376 |
+
score_w = int(p["score"] * 100)
|
| 377 |
+
st.markdown(f"""
|
| 378 |
+
<div class="provider-card {'best' if is_best else ''}">
|
| 379 |
+
<div class="provider-name">#{i+1} {p['name']}{badge}</div>
|
| 380 |
+
<div class="provider-meta">
|
| 381 |
+
📍 {p['location']['area']} ·
|
| 382 |
+
📏 {p['distance_km']} km ·
|
| 383 |
+
⭐ {p['rating']} ({p['total_reviews']} reviews) ·
|
| 384 |
+
{avail} ·
|
| 385 |
+
💰 {p.get('price_range', 'N/A')}
|
| 386 |
+
</div>
|
| 387 |
+
<div class="score-bar"><div class="score-fill" style="width:{score_w}%"></div></div>
|
| 388 |
+
<div style="font-size:0.75rem;color:#a0aec0;margin-top:3px;">Score: {p['score']}</div>
|
| 389 |
+
</div>""", unsafe_allow_html=True)
|
| 390 |
+
|
| 391 |
+
# ── Tab 2: Receipt ────────────────────────────────────────────
|
| 392 |
+
with tab2:
|
| 393 |
+
st.markdown(f"""
|
| 394 |
+
<div class="receipt">
|
| 395 |
+
<div class="receipt-id">BOOKING ID: {bk['booking_id']}</div>
|
| 396 |
+
<div class="receipt-name">🎉 {bk['provider_name']}</div>
|
| 397 |
+
<div style="color:#48bb78;font-size:0.85rem;margin-bottom:16px;">Booking Confirmed</div>
|
| 398 |
+
<div class="receipt-row">
|
| 399 |
+
<span class="receipt-label">🔧 Service</span>
|
| 400 |
+
<span class="receipt-value">{bk['service']}</span>
|
| 401 |
+
</div>
|
| 402 |
+
<div class="receipt-row">
|
| 403 |
+
<span class="receipt-label">📍 Location</span>
|
| 404 |
+
<span class="receipt-value">{bk['location']}</span>
|
| 405 |
+
</div>
|
| 406 |
+
<div class="receipt-row">
|
| 407 |
+
<span class="receipt-label">📅 Date</span>
|
| 408 |
+
<span class="receipt-value">{bk['booked_date']}</span>
|
| 409 |
+
</div>
|
| 410 |
+
<div class="receipt-row">
|
| 411 |
+
<span class="receipt-label">⏰ Slot</span>
|
| 412 |
+
<span class="receipt-value">{bk['confirmed_slot']}</span>
|
| 413 |
+
</div>
|
| 414 |
+
<div class="receipt-row">
|
| 415 |
+
<span class="receipt-label">📞 Contact</span>
|
| 416 |
+
<span class="receipt-value">{bk['provider_phone']}</span>
|
| 417 |
+
</div>
|
| 418 |
+
<div class="reminder-box">
|
| 419 |
+
🔔 <b>Reminder</b> set for <b>{bk['reminder_time']}</b> — 1 hour before your appointment.
|
| 420 |
+
</div>
|
| 421 |
+
</div>
|
| 422 |
+
""", unsafe_allow_html=True)
|
| 423 |
+
|
| 424 |
+
# ── Tab 3: Agent Trace ────────────────────────────────────────
|
| 425 |
+
with tab3:
|
| 426 |
+
st.markdown('<div class="trace-header">Full Agent Decision Log</div>', unsafe_allow_html=True)
|
| 427 |
+
for step in st.session_state.trace_log:
|
| 428 |
+
with st.expander(
|
| 429 |
+
f"Step {step['step']} — {step['agent']} ({step['duration_ms']}ms)",
|
| 430 |
+
expanded=False
|
| 431 |
+
):
|
| 432 |
+
st.markdown(f"**Reasoning:** {step['reasoning']}")
|
| 433 |
+
col_a, col_b = st.columns(2)
|
| 434 |
+
with col_a:
|
| 435 |
+
st.markdown("**Input**")
|
| 436 |
+
st.json(step["input"])
|
| 437 |
+
with col_b:
|
| 438 |
+
st.markdown("**Output**")
|
| 439 |
+
st.json(step["output"])
|
| 440 |
+
|
| 441 |
+
st.markdown("**Full trace JSON:**")
|
| 442 |
+
st.json(st.session_state.trace_log)
|
| 443 |
+
|
| 444 |
+
# ════════════════════════════════════════════════════════════════════
|
| 445 |
+
# FOOTER
|
| 446 |
+
# ════════════════════════════════════════════════════════════════════
|
| 447 |
+
st.markdown("---")
|
| 448 |
+
st.markdown(
|
| 449 |
+
"<div style='text-align:center;color:#a0aec0;font-size:0.78rem'>"
|
| 450 |
+
"KhidmatAI · Built with Google Antigravity · Gemini API · Streamlit · "
|
| 451 |
+
"Hackathon Project 2025"
|
| 452 |
+
"</div>",
|
| 453 |
+
unsafe_allow_html=True
|
| 454 |
+
)
|
data/bookings.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[]
|
data/providers.json
ADDED
|
@@ -0,0 +1,132 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"provider_id": "PRV-001",
|
| 4 |
+
"name": "Ali AC Services",
|
| 5 |
+
"service_categories": ["AC Technician", "HVAC", "Refrigerator Repair"],
|
| 6 |
+
"location": { "area": "G-13", "city": "Islamabad", "lat": 33.6844, "lng": 73.0479 },
|
| 7 |
+
"rating": 4.8,
|
| 8 |
+
"total_reviews": 127,
|
| 9 |
+
"available": true,
|
| 10 |
+
"available_slots": ["09:00", "10:00", "14:00", "16:00"],
|
| 11 |
+
"price_range": "PKR 500-1500",
|
| 12 |
+
"phone": "+92-300-0000001",
|
| 13 |
+
"languages": ["Urdu", "English"]
|
| 14 |
+
},
|
| 15 |
+
{
|
| 16 |
+
"provider_id": "PRV-002",
|
| 17 |
+
"name": "Hassan Plumbing Works",
|
| 18 |
+
"service_categories": ["Plumber"],
|
| 19 |
+
"location": { "area": "G-11", "city": "Islamabad", "lat": 33.6938, "lng": 73.0551 },
|
| 20 |
+
"rating": 4.5,
|
| 21 |
+
"total_reviews": 89,
|
| 22 |
+
"available": true,
|
| 23 |
+
"available_slots": ["08:00", "11:00", "15:00"],
|
| 24 |
+
"price_range": "PKR 400-1200",
|
| 25 |
+
"phone": "+92-300-0000002",
|
| 26 |
+
"languages": ["Urdu"]
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"provider_id": "PRV-003",
|
| 30 |
+
"name": "Bright Electricals",
|
| 31 |
+
"service_categories": ["Electrician"],
|
| 32 |
+
"location": { "area": "F-10", "city": "Islamabad", "lat": 33.7077, "lng": 73.0354 },
|
| 33 |
+
"rating": 4.7,
|
| 34 |
+
"total_reviews": 203,
|
| 35 |
+
"available": true,
|
| 36 |
+
"available_slots": ["09:00", "13:00", "17:00"],
|
| 37 |
+
"price_range": "PKR 600-2000",
|
| 38 |
+
"phone": "+92-300-0000003",
|
| 39 |
+
"languages": ["Urdu", "English"]
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"provider_id": "PRV-004",
|
| 43 |
+
"name": "Sir Kamran Academy",
|
| 44 |
+
"service_categories": ["Tutor"],
|
| 45 |
+
"location": { "area": "G-9", "city": "Islamabad", "lat": 33.6995, "lng": 73.0440 },
|
| 46 |
+
"rating": 4.9,
|
| 47 |
+
"total_reviews": 312,
|
| 48 |
+
"available": true,
|
| 49 |
+
"available_slots": ["16:00", "17:00", "18:00", "19:00"],
|
| 50 |
+
"price_range": "PKR 800-2500 per session",
|
| 51 |
+
"phone": "+92-300-0000004",
|
| 52 |
+
"languages": ["Urdu", "English"]
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"provider_id": "PRV-005",
|
| 56 |
+
"name": "Nadia Beauty Home Service",
|
| 57 |
+
"service_categories": ["Beautician"],
|
| 58 |
+
"location": { "area": "G-13", "city": "Islamabad", "lat": 33.6821, "lng": 73.0511 },
|
| 59 |
+
"rating": 4.6,
|
| 60 |
+
"total_reviews": 78,
|
| 61 |
+
"available": true,
|
| 62 |
+
"available_slots": ["10:00", "12:00", "14:00", "16:00"],
|
| 63 |
+
"price_range": "PKR 1000-5000",
|
| 64 |
+
"phone": "+92-300-0000005",
|
| 65 |
+
"languages": ["Urdu"]
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"provider_id": "PRV-006",
|
| 69 |
+
"name": "Master Woodcraft",
|
| 70 |
+
"service_categories": ["Carpenter"],
|
| 71 |
+
"location": { "area": "I-8", "city": "Islamabad", "lat": 33.6741, "lng": 73.0632 },
|
| 72 |
+
"rating": 4.4,
|
| 73 |
+
"total_reviews": 55,
|
| 74 |
+
"available": true,
|
| 75 |
+
"available_slots": ["08:00", "10:00", "14:00"],
|
| 76 |
+
"price_range": "PKR 700-3000",
|
| 77 |
+
"phone": "+92-300-0000006",
|
| 78 |
+
"languages": ["Urdu"]
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"provider_id": "PRV-007",
|
| 82 |
+
"name": "ColorPro Painters",
|
| 83 |
+
"service_categories": ["Painter"],
|
| 84 |
+
"location": { "area": "E-11", "city": "Islamabad", "lat": 33.7215, "lng": 73.0194 },
|
| 85 |
+
"rating": 4.3,
|
| 86 |
+
"total_reviews": 42,
|
| 87 |
+
"available": false,
|
| 88 |
+
"available_slots": [],
|
| 89 |
+
"price_range": "PKR 2000-8000 per room",
|
| 90 |
+
"phone": "+92-300-0000007",
|
| 91 |
+
"languages": ["Urdu", "Punjabi"]
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"provider_id": "PRV-008",
|
| 95 |
+
"name": "Speedy Drivers Islamabad",
|
| 96 |
+
"service_categories": ["Driver"],
|
| 97 |
+
"location": { "area": "G-10", "city": "Islamabad", "lat": 33.7020, "lng": 73.0397 },
|
| 98 |
+
"rating": 4.7,
|
| 99 |
+
"total_reviews": 189,
|
| 100 |
+
"available": true,
|
| 101 |
+
"available_slots": ["06:00", "08:00", "10:00", "14:00", "18:00", "20:00"],
|
| 102 |
+
"price_range": "PKR 300-1500 per trip",
|
| 103 |
+
"phone": "+92-300-0000008",
|
| 104 |
+
"languages": ["Urdu", "English"]
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"provider_id": "PRV-009",
|
| 108 |
+
"name": "CleanHome Maids",
|
| 109 |
+
"service_categories": ["Maid"],
|
| 110 |
+
"location": { "area": "F-7", "city": "Islamabad", "lat": 33.7192, "lng": 73.0587 },
|
| 111 |
+
"rating": 4.5,
|
| 112 |
+
"total_reviews": 134,
|
| 113 |
+
"available": true,
|
| 114 |
+
"available_slots": ["08:00", "09:00", "10:00"],
|
| 115 |
+
"price_range": "PKR 1200-3500 per visit",
|
| 116 |
+
"phone": "+92-300-0000009",
|
| 117 |
+
"languages": ["Urdu"]
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"provider_id": "PRV-010",
|
| 121 |
+
"name": "FastDeliver Islamabad",
|
| 122 |
+
"service_categories": ["Delivery Worker"],
|
| 123 |
+
"location": { "area": "G-6", "city": "Islamabad", "lat": 33.7290, "lng": 73.0935 },
|
| 124 |
+
"rating": 4.2,
|
| 125 |
+
"total_reviews": 267,
|
| 126 |
+
"available": true,
|
| 127 |
+
"available_slots": ["09:00", "11:00", "13:00", "15:00", "17:00"],
|
| 128 |
+
"price_range": "PKR 150-500 per delivery",
|
| 129 |
+
"phone": "+92-300-0000010",
|
| 130 |
+
"languages": ["Urdu", "English"]
|
| 131 |
+
}
|
| 132 |
+
]
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit==1.35.0
|
| 2 |
+
google-generativeai==0.7.2
|
| 3 |
+
python-dotenv==1.0.1
|