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Create app.py
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app.py
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| 1 |
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from __future__ import annotations
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| 2 |
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import os
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| 3 |
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import json
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| 4 |
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import uuid
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| 5 |
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import re
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import time
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| 7 |
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from dataclasses import dataclass, asdict
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| 8 |
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from pathlib import Path
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| 9 |
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from typing import List, Dict, Any, Optional, Tuple
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| 10 |
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import streamlit as st
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| 11 |
+
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| 12 |
+
# ---------- Config ----------
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| 13 |
+
DATA_FILE = Path("users.json")
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| 14 |
+
FEEDBACK_FILE = Path("feedback.json")
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| 15 |
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AVATAR_DIR = Path("avatars")
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| 16 |
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MODEL = "llama-3.3-70b-versatile"
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| 17 |
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| 18 |
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AVATAR_DIR.mkdir(exist_ok=True)
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| 19 |
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| 20 |
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if not DATA_FILE.exists():
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| 21 |
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DATA_FILE.write_text("[]", encoding="utf-8")
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| 22 |
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| 23 |
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if not FEEDBACK_FILE.exists():
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| 24 |
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FEEDBACK_FILE.write_text("[]", encoding="utf-8")
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| 25 |
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| 26 |
+
# ---------- Data model ----------
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| 27 |
+
@dataclass
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class Profile:
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| 29 |
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id: str
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| 30 |
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username: str
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| 31 |
+
offers: List[str]
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| 32 |
+
wants: List[str]
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| 33 |
+
availability: str
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| 34 |
+
preferences: str
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| 35 |
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avatar: Optional[str] = None
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| 36 |
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| 37 |
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@staticmethod
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| 38 |
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def from_dict(d: Dict[str, Any]) -> "Profile":
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| 39 |
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return Profile(
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| 40 |
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id=str(d.get("id") or uuid.uuid4()),
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| 41 |
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username=str(d.get("username") or "").strip(),
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| 42 |
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offers=list(d.get("offers") or []),
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| 43 |
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wants=list(d.get("wants") or []),
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| 44 |
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availability=str(d.get("availability") or ""),
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| 45 |
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preferences=str(d.get("preferences") or ""),
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| 46 |
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avatar=d.get("avatar"),
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| 47 |
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)
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| 48 |
+
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| 49 |
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def to_dict(self) -> Dict[str, Any]:
|
| 50 |
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return asdict(self)
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| 51 |
+
|
| 52 |
+
# ---------- Storage & validation ----------
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| 53 |
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class ProfileStore:
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| 54 |
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def __init__(self, path: Path = DATA_FILE) -> None:
|
| 55 |
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self.path = path
|
| 56 |
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self._ensure_file()
|
| 57 |
+
|
| 58 |
+
def _ensure_file(self) -> None:
|
| 59 |
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if not self.path.exists():
|
| 60 |
+
self.path.write_text("[]", encoding="utf-8")
|
| 61 |
+
|
| 62 |
+
def load_all(self) -> List[Profile]:
|
| 63 |
+
try:
|
| 64 |
+
data = json.loads(self.path.read_text(encoding="utf-8"))
|
| 65 |
+
return [Profile.from_dict(d) for d in data if isinstance(d, dict)]
|
| 66 |
+
except json.JSONDecodeError:
|
| 67 |
+
return []
|
| 68 |
+
|
| 69 |
+
def save_all(self, profiles: List[Profile]) -> None:
|
| 70 |
+
data = [p.to_dict() for p in profiles]
|
| 71 |
+
self.path.write_text(json.dumps(data, indent=2, ensure_ascii=False), encoding="utf-8")
|
| 72 |
+
|
| 73 |
+
def find_by_username(self, username: str) -> Optional[Profile]:
|
| 74 |
+
username = (username or "").strip()
|
| 75 |
+
if not username:
|
| 76 |
+
return None
|
| 77 |
+
for p in self.load_all():
|
| 78 |
+
if p.username.lower() == username.lower():
|
| 79 |
+
return p
|
| 80 |
+
return None
|
| 81 |
+
|
| 82 |
+
def add_or_update(self, profile: Profile) -> Tuple[bool, str]:
|
| 83 |
+
ok, err = validate_profile(profile)
|
| 84 |
+
if not ok:
|
| 85 |
+
return False, f"Validation failed: {err}"
|
| 86 |
+
profiles = self.load_all()
|
| 87 |
+
existing = next((p for p in profiles if p.username.lower() == profile.username.lower()), None)
|
| 88 |
+
if existing:
|
| 89 |
+
existing.offers = profile.offers
|
| 90 |
+
existing.wants = profile.wants
|
| 91 |
+
existing.availability = profile.availability
|
| 92 |
+
existing.preferences = profile.preferences
|
| 93 |
+
existing.avatar = profile.avatar
|
| 94 |
+
self.save_all(profiles)
|
| 95 |
+
return True, "Profile updated."
|
| 96 |
+
else:
|
| 97 |
+
if not profile.id:
|
| 98 |
+
profile.id = str(uuid.uuid4())
|
| 99 |
+
profiles.append(profile)
|
| 100 |
+
self.save_all(profiles)
|
| 101 |
+
return True, "Profile created."
|
| 102 |
+
|
| 103 |
+
def delete(self, username: str) -> Tuple[bool, str]:
|
| 104 |
+
profiles = self.load_all()
|
| 105 |
+
new = [p for p in profiles if p.username.lower() != username.lower()]
|
| 106 |
+
if len(new) == len(profiles):
|
| 107 |
+
return False, "Profile not found."
|
| 108 |
+
self.save_all(new)
|
| 109 |
+
return True, "Profile deleted."
|
| 110 |
+
|
| 111 |
+
def validate_profile(profile: Profile) -> Tuple[bool, Optional[str]]:
|
| 112 |
+
if not profile.username or not profile.username.strip():
|
| 113 |
+
return False, "Username is required."
|
| 114 |
+
if len(profile.username.strip()) > 60:
|
| 115 |
+
return False, "Username must be 60 characters or fewer."
|
| 116 |
+
if not profile.offers and not profile.wants:
|
| 117 |
+
return False, "At least one offer or want is required."
|
| 118 |
+
for s in profile.offers + profile.wants:
|
| 119 |
+
if not isinstance(s, str) or not s.strip():
|
| 120 |
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return False, "Offers and wants must be non-empty strings."
|
| 121 |
+
if len(s) > 120:
|
| 122 |
+
return False, "Individual skill entries must be 120 characters or fewer."
|
| 123 |
+
return True, None
|
| 124 |
+
|
| 125 |
+
# ---------- Utilities ----------
|
| 126 |
+
def normalize_skill_list(text: Optional[str]) -> List[str]:
|
| 127 |
+
if not text:
|
| 128 |
+
return []
|
| 129 |
+
for sep in ["\n", ",", ";"]:
|
| 130 |
+
text = text.replace(sep, "|")
|
| 131 |
+
items = [i.strip() for i in text.split("|") if i.strip()]
|
| 132 |
+
seen = set()
|
| 133 |
+
out = []
|
| 134 |
+
for it in items:
|
| 135 |
+
key = it.lower()
|
| 136 |
+
if key not in seen:
|
| 137 |
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seen.add(key)
|
| 138 |
+
out.append(it)
|
| 139 |
+
return out
|
| 140 |
+
|
| 141 |
+
def make_prompt_for_matching(current_user: Profile, all_users: List[Profile], top_k: int = 5) -> Tuple[str, str]:
|
| 142 |
+
users_desc = []
|
| 143 |
+
for u in all_users:
|
| 144 |
+
if u.id == current_user.id:
|
| 145 |
+
continue
|
| 146 |
+
users_desc.append({
|
| 147 |
+
"id": u.id,
|
| 148 |
+
"username": u.username,
|
| 149 |
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"offers": u.offers,
|
| 150 |
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"wants": u.wants,
|
| 151 |
+
"availability": u.availability,
|
| 152 |
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"preferences": u.preferences,
|
| 153 |
+
})
|
| 154 |
+
|
| 155 |
+
system_instructions = (
|
| 156 |
+
"You are a matchmaking assistant for a free skill-exchange platform. "
|
| 157 |
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"Recommend the best matches with JSON output only."
|
| 158 |
+
)
|
| 159 |
+
|
| 160 |
+
user_message = json.dumps({
|
| 161 |
+
"current_user": current_user.to_dict(),
|
| 162 |
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"candidates": users_desc,
|
| 163 |
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"top_k": top_k
|
| 164 |
+
}, ensure_ascii=False)
|
| 165 |
+
|
| 166 |
+
return system_instructions, user_message
|
| 167 |
+
|
| 168 |
+
# ---------- Groq helper ----------
|
| 169 |
+
try:
|
| 170 |
+
from groq import Groq
|
| 171 |
+
except Exception:
|
| 172 |
+
Groq = None
|
| 173 |
+
|
| 174 |
+
def init_groq_client():
|
| 175 |
+
api_key = os.getenv("GROQ_API_KEY")
|
| 176 |
+
if not api_key or Groq is None:
|
| 177 |
+
return None
|
| 178 |
+
try:
|
| 179 |
+
return Groq(api_key=api_key)
|
| 180 |
+
except:
|
| 181 |
+
return None
|
| 182 |
+
|
| 183 |
+
def ask_groq_for_matches(system_instructions: str, user_message: str, model: str = MODEL):
|
| 184 |
+
client = init_groq_client()
|
| 185 |
+
if client is None:
|
| 186 |
+
raise RuntimeError("Groq client not initialized. Set GROQ_API_KEY.")
|
| 187 |
+
|
| 188 |
+
messages = [
|
| 189 |
+
{"role": "system", "content": system_instructions},
|
| 190 |
+
{"role": "user", "content": user_message},
|
| 191 |
+
]
|
| 192 |
+
resp = client.chat.completions.create(messages=messages, model=model)
|
| 193 |
+
content = resp.choices[0].message.content or ""
|
| 194 |
+
json_match = re.search(r"(\[\s*\{[\s\S]*?\}\s*\])", content)
|
| 195 |
+
if not json_match:
|
| 196 |
+
raise RuntimeError("No JSON array found in LLM response.")
|
| 197 |
+
return json.loads(json_match.group(1))
|
| 198 |
+
|
| 199 |
+
# ---------- Feedback ----------
|
| 200 |
+
def load_feedback() -> List[Dict[str, Any]]:
|
| 201 |
+
try:
|
| 202 |
+
return json.loads(FEEDBACK_FILE.read_text(encoding="utf-8"))
|
| 203 |
+
except:
|
| 204 |
+
return []
|
| 205 |
+
|
| 206 |
+
def save_feedback(entry: Dict[str, Any]):
|
| 207 |
+
data = load_feedback()
|
| 208 |
+
data.append(entry)
|
| 209 |
+
FEEDBACK_FILE.write_text(json.dumps(data, indent=2, ensure_ascii=False), encoding="utf-8")
|
| 210 |
+
|
| 211 |
+
# ---------- Streamlit UI ----------
|
| 212 |
+
st.set_page_config(page_title="AI Skill Swap", page_icon="π€", layout="wide")
|
| 213 |
+
|
| 214 |
+
# β
SIMPLE LIGHT THEME CSS β
|
| 215 |
+
base_css = """
|
| 216 |
+
.card{padding:16px;border-radius:12px;background:#ffffff;color:#111827;box-shadow:0 6px 18px rgba(2,6,23,0.06);margin-bottom:12px}
|
| 217 |
+
.avatar{width:64px;height:64px;border-radius:10px;object-fit:cover}
|
| 218 |
+
.match-score{font-weight:700}
|
| 219 |
+
.feedback-floating{position:fixed;bottom:20px;right:20px;background:#4f46e5;color:white;border-radius:50%;width:60px;height:60px;display:flex;align-items:center;justify-content:center;font-size:28px;cursor:pointer;box-shadow:0 4px 10px rgba(0,0,0,0.28);z-index:9999;}
|
| 220 |
+
"""
|
| 221 |
+
st.markdown(f"<style>{base_css}</style>", unsafe_allow_html=True)
|
| 222 |
+
|
| 223 |
+
# Header with logo
|
| 224 |
+
col_logo, col_title = st.columns([1, 8])
|
| 225 |
+
with col_logo:
|
| 226 |
+
try:
|
| 227 |
+
st.image("logo.jpg", width=100)
|
| 228 |
+
except:
|
| 229 |
+
st.image("https://via.placeholder.com/100x100/4F46E5/FFFFFF?text=π€", width=100)
|
| 230 |
+
with col_title:
|
| 231 |
+
st.title("AI Skill Swap β Match & Exchange Skills")
|
| 232 |
+
st.caption("Connect, Learn, and Grow Together")
|
| 233 |
+
|
| 234 |
+
store = ProfileStore()
|
| 235 |
+
|
| 236 |
+
# ----- Sidebar Profile Form -----
|
| 237 |
+
with st.sidebar:
|
| 238 |
+
st.header("Your profile")
|
| 239 |
+
with st.form("profile_form"):
|
| 240 |
+
username = st.text_input("Username", value=st.session_state.get("username", ""))
|
| 241 |
+
offers_text = st.text_area("Skills you can teach", value=st.session_state.get("offers_text", ""))
|
| 242 |
+
wants_text = st.text_area("Skills you want to learn", value=st.session_state.get("wants_text", ""))
|
| 243 |
+
availability = st.text_input("Availability(Day/Night)", value=st.session_state.get("availability", ""))
|
| 244 |
+
preferences = st.text_input("Language Preferences", value=st.session_state.get("preferences", ""))
|
| 245 |
+
avatar_file = st.file_uploader("Upload avatar (optional)", type=["png", "jpg", "jpeg"])
|
| 246 |
+
save = st.form_submit_button("Save / Update profile")
|
| 247 |
+
|
| 248 |
+
if save:
|
| 249 |
+
offers = normalize_skill_list(offers_text)
|
| 250 |
+
wants = normalize_skill_list(wants_text)
|
| 251 |
+
avatar_path = None
|
| 252 |
+
if avatar_file and username.strip():
|
| 253 |
+
safe = re.sub(r"[^A-Za-z0-9_.-]", "_", username.strip())
|
| 254 |
+
ext = Path(avatar_file.name).suffix
|
| 255 |
+
avatar_path = str(AVATAR_DIR / f"{safe}_{int(time.time())}{ext}")
|
| 256 |
+
with open(avatar_path, "wb") as f:
|
| 257 |
+
f.write(avatar_file.getbuffer())
|
| 258 |
+
|
| 259 |
+
profile = Profile(
|
| 260 |
+
id=str(uuid.uuid4()),
|
| 261 |
+
username=username.strip(),
|
| 262 |
+
offers=offers,
|
| 263 |
+
wants=wants,
|
| 264 |
+
availability=availability.strip(),
|
| 265 |
+
preferences=preferences.strip(),
|
| 266 |
+
avatar=avatar_path
|
| 267 |
+
)
|
| 268 |
+
|
| 269 |
+
ok, msg = store.add_or_update(profile)
|
| 270 |
+
if ok:
|
| 271 |
+
st.success(msg)
|
| 272 |
+
st.session_state["username"] = username
|
| 273 |
+
st.session_state["offers_text"] = offers_text
|
| 274 |
+
st.session_state["wants_text"] = wants_text
|
| 275 |
+
st.session_state["availability"] = availability
|
| 276 |
+
st.session_state["preferences"] = preferences
|
| 277 |
+
else:
|
| 278 |
+
st.error(msg)
|
| 279 |
+
|
| 280 |
+
st.markdown("---")
|
| 281 |
+
st.header("Load / Delete")
|
| 282 |
+
profiles = store.load_all()
|
| 283 |
+
options = ["-- new profile --"] + [p.username for p in profiles]
|
| 284 |
+
selected = st.selectbox("Choose profile", options)
|
| 285 |
+
|
| 286 |
+
if st.button("Load profile") and selected != "-- new profile --":
|
| 287 |
+
p = store.find_by_username(selected)
|
| 288 |
+
if p:
|
| 289 |
+
st.session_state["username"] = p.username
|
| 290 |
+
st.session_state["offers_text"] = "\n".join(p.offers)
|
| 291 |
+
st.session_state["wants_text"] = "\n".join(p.wants)
|
| 292 |
+
st.session_state["availability"] = p.availability
|
| 293 |
+
st.session_state["preferences"] = p.preferences
|
| 294 |
+
st.rerun()
|
| 295 |
+
|
| 296 |
+
if st.button("Delete profile") and selected != "-- new profile --":
|
| 297 |
+
ok, m = store.delete(selected)
|
| 298 |
+
if ok:
|
| 299 |
+
st.success(m)
|
| 300 |
+
for k in ["username","offers_text","wants_text","availability","preferences"]:
|
| 301 |
+
st.session_state.pop(k, None)
|
| 302 |
+
time.sleep(0.2)
|
| 303 |
+
st.rerun()
|
| 304 |
+
|
| 305 |
+
# ----- Main Layout -----
|
| 306 |
+
col1, col2 = st.columns([2, 3])
|
| 307 |
+
|
| 308 |
+
# COMMUNITY PROFILES
|
| 309 |
+
with col1:
|
| 310 |
+
st.subheader("Community profiles")
|
| 311 |
+
profiles = store.load_all()
|
| 312 |
+
if not profiles:
|
| 313 |
+
st.info("No profiles yet.")
|
| 314 |
+
else:
|
| 315 |
+
for p in profiles:
|
| 316 |
+
cols = st.columns([1, 4])
|
| 317 |
+
with cols[0]:
|
| 318 |
+
if p.avatar and Path(p.avatar).exists():
|
| 319 |
+
st.image(p.avatar, width=64)
|
| 320 |
+
else:
|
| 321 |
+
st.image("https://via.placeholder.com/64?text=Avatar", width=64)
|
| 322 |
+
with cols[1]:
|
| 323 |
+
st.markdown(f"**{p.username}**")
|
| 324 |
+
st.markdown(f"Offers: {', '.join(p.offers) or 'β'}")
|
| 325 |
+
st.markdown(f"Wants: {', '.join(p.wants) or 'β'}")
|
| 326 |
+
st.caption(f"{p.availability} β’ {p.preferences}")
|
| 327 |
+
|
| 328 |
+
# AI MATCHMAKING
|
| 329 |
+
with col2:
|
| 330 |
+
st.subheader("Find Matches (AI)")
|
| 331 |
+
profiles = store.load_all()
|
| 332 |
+
if not profiles:
|
| 333 |
+
st.info("Add profiles first.")
|
| 334 |
+
else:
|
| 335 |
+
pick = st.selectbox("Match for profile", [p.username for p in profiles])
|
| 336 |
+
top_k = 3 # Fixed to 3 matches
|
| 337 |
+
|
| 338 |
+
if st.button("Run AI matchmaking"):
|
| 339 |
+
with st.spinner("Finding matches..."):
|
| 340 |
+
current = store.find_by_username(pick)
|
| 341 |
+
|
| 342 |
+
sys_ins, user_msg = make_prompt_for_matching(current, profiles, top_k)
|
| 343 |
+
try:
|
| 344 |
+
matches = ask_groq_for_matches(sys_ins, user_msg)
|
| 345 |
+
except:
|
| 346 |
+
# fallback local scoring
|
| 347 |
+
matches = []
|
| 348 |
+
for cand in profiles:
|
| 349 |
+
if cand.id == current.id:
|
| 350 |
+
continue
|
| 351 |
+
score = 0
|
| 352 |
+
offers_set = set(o.lower() for o in cand.offers)
|
| 353 |
+
wants_set = set(w.lower() for w in cand.wants)
|
| 354 |
+
cur_offers = set(o.lower() for o in current.offers)
|
| 355 |
+
cur_wants = set(w.lower() for w in current.wants)
|
| 356 |
+
|
| 357 |
+
score += len(offers_set & cur_wants) * 30
|
| 358 |
+
score += len(cur_offers & wants_set) * 30
|
| 359 |
+
if cand.availability and current.availability and cand.availability.lower() in current.availability.lower():
|
| 360 |
+
score += 20
|
| 361 |
+
if cand.preferences and current.preferences and cand.preferences.lower() in current.preferences.lower():
|
| 362 |
+
score += 20
|
| 363 |
+
|
| 364 |
+
matches.append({
|
| 365 |
+
"id": cand.id,
|
| 366 |
+
"username": cand.username,
|
| 367 |
+
"score": min(100, score),
|
| 368 |
+
"reason": "Local scoring",
|
| 369 |
+
"avatar": cand.avatar
|
| 370 |
+
})
|
| 371 |
+
|
| 372 |
+
matches = sorted(matches, key=lambda x: x["score"], reverse=True)[:top_k]
|
| 373 |
+
|
| 374 |
+
st.markdown("<div class='card'><b>Top Matches</b></div>", unsafe_allow_html=True)
|
| 375 |
+
|
| 376 |
+
for m in matches:
|
| 377 |
+
c1, c2 = st.columns([1, 5])
|
| 378 |
+
with c1:
|
| 379 |
+
if m.get("avatar") and Path(m["avatar"]).exists():
|
| 380 |
+
st.image(m["avatar"], width=72)
|
| 381 |
+
else:
|
| 382 |
+
st.image("https://via.placeholder.com/72?text=User", width=72)
|
| 383 |
+
|
| 384 |
+
with c2:
|
| 385 |
+
st.markdown(f"### {m['username']}")
|
| 386 |
+
st.markdown(f"**Match score:** <span class='match-score'>{m['score']}%</span>", unsafe_allow_html=True)
|
| 387 |
+
st.progress(int(m["score"]) / 100)
|
| 388 |
+
st.markdown("*π Yass! We found a buddy to swap your skills with!*")
|