Spaces:
Sleeping
Sleeping
Midas Deploy Bot commited on
Commit ·
df2c2e7
0
Parent(s):
Deploy: 8c89a8fbe906551039281c5c5a0089572c945b0b
Browse files- README.md +10 -0
- app.py +260 -0
- requirements.txt +2 -0
README.md
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: Midas Frontend
|
| 3 |
+
emoji: 🎨
|
| 4 |
+
colorFrom: green
|
| 5 |
+
colorTo: yellow
|
| 6 |
+
sdk: streamlit
|
| 7 |
+
sdk_version: 1.35.0
|
| 8 |
+
app_file: app.py
|
| 9 |
+
---
|
| 10 |
+
# Midas Protocol Frontend
|
app.py
ADDED
|
@@ -0,0 +1,260 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
import requests
|
| 3 |
+
import os
|
| 4 |
+
import time
|
| 5 |
+
from typing import Optional, List, Dict
|
| 6 |
+
from dataclasses import dataclass, field
|
| 7 |
+
from huggingface_hub import HfApi
|
| 8 |
+
|
| 9 |
+
@dataclass
|
| 10 |
+
class ProviderConfig:
|
| 11 |
+
"""
|
| 12 |
+
Defines the capabilities of a provider.
|
| 13 |
+
Future Proofing: Added 'models' list for granular selection.
|
| 14 |
+
"""
|
| 15 |
+
key: str # Internal ID (groq, gemini)
|
| 16 |
+
display_name: str # UI Label
|
| 17 |
+
icon: str # UI Icon
|
| 18 |
+
default_model: str
|
| 19 |
+
available_models: List[str] = field(default_factory=list)
|
| 20 |
+
|
| 21 |
+
AVAILABLE_PROVIDERS = [
|
| 22 |
+
ProviderConfig(
|
| 23 |
+
key="groq",
|
| 24 |
+
display_name="Groq Cloud",
|
| 25 |
+
icon="⚡",
|
| 26 |
+
default_model="llama3-70b-8192",
|
| 27 |
+
available_models=["llama3-70b-8192", "mixtral-8x7b-32768"]
|
| 28 |
+
),
|
| 29 |
+
ProviderConfig(
|
| 30 |
+
key="gemini",
|
| 31 |
+
display_name="Google Gemini",
|
| 32 |
+
icon="💎",
|
| 33 |
+
default_model="gemini-pro",
|
| 34 |
+
available_models=["gemini-pro", "gemini-1.5-flash"]
|
| 35 |
+
),
|
| 36 |
+
]
|
| 37 |
+
|
| 38 |
+
@dataclass
|
| 39 |
+
class AppSettings:
|
| 40 |
+
backend_url: str = os.getenv("BACKEND_URL", "http://localhost:7860/chat")
|
| 41 |
+
backend_repo_id: str = os.getenv("BACKEND_REPO_ID", "")
|
| 42 |
+
title: str = "Financial Multi-Agent System"
|
| 43 |
+
|
| 44 |
+
def ensure_backend_ready(settings: AppSettings):
|
| 45 |
+
# Skip if we've already verified the backend this session
|
| 46 |
+
if st.session_state.get("backend_ready", False):
|
| 47 |
+
return
|
| 48 |
+
|
| 49 |
+
health_url = settings.backend_url.rsplit('/', 1)[0] + "/docs"
|
| 50 |
+
hf_token = os.environ.get("HF_TOKEN")
|
| 51 |
+
|
| 52 |
+
with st.status("Verifying system health...", expanded=True) as status:
|
| 53 |
+
try:
|
| 54 |
+
# Step 1: Fast Ping
|
| 55 |
+
status.write("Pinging backend services...")
|
| 56 |
+
res = requests.get(health_url, timeout=5)
|
| 57 |
+
res.raise_for_status()
|
| 58 |
+
|
| 59 |
+
status.update(label="System is online and ready!", state="complete", expanded=False)
|
| 60 |
+
st.session_state.backend_ready = True
|
| 61 |
+
return
|
| 62 |
+
|
| 63 |
+
except requests.exceptions.RequestException:
|
| 64 |
+
status.write("Backend is unresponsive. Initiating auto-recovery...")
|
| 65 |
+
|
| 66 |
+
# Step 2: Restart Sequence
|
| 67 |
+
if not hf_token or not settings.backend_repo_id:
|
| 68 |
+
status.update(label="Auto-recovery unavailable (Missing HF configs).", state="error")
|
| 69 |
+
return
|
| 70 |
+
|
| 71 |
+
try:
|
| 72 |
+
status.write(f"Calling Hugging Face API to wake {settings.backend_repo_id}...")
|
| 73 |
+
api = HfApi()
|
| 74 |
+
api.restart_space(repo_id=settings.backend_repo_id, token=hf_token)
|
| 75 |
+
status.write("Container restart initiated.")
|
| 76 |
+
except Exception as e:
|
| 77 |
+
status.update(label=f"Failed to trigger restart: {e}", state="error")
|
| 78 |
+
return
|
| 79 |
+
|
| 80 |
+
# Step 3: Active Polling
|
| 81 |
+
status.write("Waiting for backend container to spin up (this may take 1-2 minutes)...")
|
| 82 |
+
for attempt in range(1, 25): # 24 attempts * 5 seconds = 2 minutes max
|
| 83 |
+
status.write(f"Polling attempt {attempt}/24...")
|
| 84 |
+
try:
|
| 85 |
+
res = requests.get(health_url, timeout=3)
|
| 86 |
+
if res.status_code == 200:
|
| 87 |
+
status.update(label="Auto-recovery successful! System is ready.", state="complete", expanded=False)
|
| 88 |
+
st.session_state.backend_ready = True
|
| 89 |
+
return
|
| 90 |
+
except requests.exceptions.RequestException:
|
| 91 |
+
pass # Expected while booting
|
| 92 |
+
|
| 93 |
+
time.sleep(5)
|
| 94 |
+
|
| 95 |
+
status.update(label="System recovery timed out. Please refresh the page.", state="error")
|
| 96 |
+
|
| 97 |
+
class SessionManager:
|
| 98 |
+
"""
|
| 99 |
+
Encapsulates all Streamlit Session State logic.
|
| 100 |
+
"""
|
| 101 |
+
def __init__(self):
|
| 102 |
+
if "messages" not in st.session_state: st.session_state.messages = []
|
| 103 |
+
if "pending_query" not in st.session_state: st.session_state.pending_query = None
|
| 104 |
+
|
| 105 |
+
@property
|
| 106 |
+
def messages(self): return st.session_state.messages
|
| 107 |
+
|
| 108 |
+
def add_message(self, role: str, content: str):
|
| 109 |
+
st.session_state.messages.append({"role": role, "content": content})
|
| 110 |
+
|
| 111 |
+
def get_api_key(self, provider_key: str) -> Optional[str]:
|
| 112 |
+
return st.session_state.get(f"key_{provider_key}", None)
|
| 113 |
+
|
| 114 |
+
def set_api_key(self, provider_key: str, key_value: str):
|
| 115 |
+
st.session_state[f"key_{provider_key}"] = key_value
|
| 116 |
+
|
| 117 |
+
def set_pending_query(self, query: str):
|
| 118 |
+
st.session_state.pending_query = query
|
| 119 |
+
|
| 120 |
+
def pop_pending_query(self) -> Optional[str]:
|
| 121 |
+
q = st.session_state.pending_query
|
| 122 |
+
st.session_state.pending_query = None
|
| 123 |
+
return q
|
| 124 |
+
|
| 125 |
+
class APIClient:
|
| 126 |
+
def __init__(self, base_url: str):
|
| 127 |
+
self.base_url = base_url
|
| 128 |
+
|
| 129 |
+
def send_chat(self, query: str, provider: str, api_key: Optional[str]) -> Dict:
|
| 130 |
+
try:
|
| 131 |
+
# Future Proofing: Sending 'model' here requires updating backend first
|
| 132 |
+
payload = {
|
| 133 |
+
"query": query,
|
| 134 |
+
"provider": provider,
|
| 135 |
+
"api_key": api_key
|
| 136 |
+
}
|
| 137 |
+
res = requests.post(self.base_url, json=payload, timeout=120)
|
| 138 |
+
res.raise_for_status()
|
| 139 |
+
return res.json()
|
| 140 |
+
except Exception as e:
|
| 141 |
+
# Return a consistent error structure
|
| 142 |
+
return {"success": False, "error_type": "client_error", "message": str(e)}
|
| 143 |
+
|
| 144 |
+
class SidebarComponent:
|
| 145 |
+
def render(self, providers: List[ProviderConfig]) -> tuple[Optional[str], ProviderConfig]:
|
| 146 |
+
with st.sidebar:
|
| 147 |
+
st.header("⚙️ Configuration")
|
| 148 |
+
|
| 149 |
+
# Dynamic Provider Selection
|
| 150 |
+
# This loops through config, making it extensible
|
| 151 |
+
provider_names = [p.display_name for p in providers]
|
| 152 |
+
selected_name = st.selectbox("Select Provider", provider_names)
|
| 153 |
+
|
| 154 |
+
# Find the config object for the selected name
|
| 155 |
+
active_config = next(p for p in providers if p.display_name == selected_name)
|
| 156 |
+
|
| 157 |
+
# Dynamic Model Selection (Future Proofing)
|
| 158 |
+
st.selectbox(f"{active_config.icon} Model", active_config.available_models)
|
| 159 |
+
|
| 160 |
+
# API Key Input
|
| 161 |
+
api_key = st.text_input(
|
| 162 |
+
f"{active_config.display_name} Key",
|
| 163 |
+
type="password",
|
| 164 |
+
help=f"Enter key for {active_config.key}"
|
| 165 |
+
)
|
| 166 |
+
|
| 167 |
+
st.divider()
|
| 168 |
+
|
| 169 |
+
# Quick Actions (Could also be data-driven in future)
|
| 170 |
+
st.caption("Quick Tests")
|
| 171 |
+
if st.button("💰 TSLA Price Check"):
|
| 172 |
+
st.session_state.pending_query = "Check Tesla price"
|
| 173 |
+
|
| 174 |
+
return api_key, active_config
|
| 175 |
+
|
| 176 |
+
class ChatComponent:
|
| 177 |
+
def render_history(self, messages):
|
| 178 |
+
for msg in messages:
|
| 179 |
+
with st.chat_message(msg["role"]):
|
| 180 |
+
st.markdown(msg["content"])
|
| 181 |
+
|
| 182 |
+
def render_recovery_form(self, provider_key: str, message: str) -> Optional[str]:
|
| 183 |
+
"""
|
| 184 |
+
Renders the 'Needs Key' form. Returns the new key if submitted.
|
| 185 |
+
"""
|
| 186 |
+
with st.container():
|
| 187 |
+
st.warning(f"⚠️ {message}")
|
| 188 |
+
with st.form(f"fix_{provider_key}"):
|
| 189 |
+
val = st.text_input(f"Enter {provider_key.upper()} Key:", type="password")
|
| 190 |
+
if st.form_submit_button("Retry"):
|
| 191 |
+
return val
|
| 192 |
+
return None
|
| 193 |
+
|
| 194 |
+
class Application:
|
| 195 |
+
def __init__(self):
|
| 196 |
+
self.settings = AppSettings()
|
| 197 |
+
self.session = SessionManager()
|
| 198 |
+
self.client = APIClient(self.settings.backend_url)
|
| 199 |
+
self.sidebar = SidebarComponent()
|
| 200 |
+
self.chat = ChatComponent()
|
| 201 |
+
|
| 202 |
+
def run(self):
|
| 203 |
+
st.set_page_config(page_title=self.settings.title, layout="wide")
|
| 204 |
+
st.title(self.settings.title)
|
| 205 |
+
|
| 206 |
+
ensure_backend_ready(self.settings)
|
| 207 |
+
|
| 208 |
+
# 1. Sidebar
|
| 209 |
+
user_key, config = self.sidebar.render(AVAILABLE_PROVIDERS)
|
| 210 |
+
if user_key:
|
| 211 |
+
self.session.set_api_key(config.key, user_key)
|
| 212 |
+
|
| 213 |
+
# 2. History
|
| 214 |
+
self.chat.render_history(self.session.messages)
|
| 215 |
+
|
| 216 |
+
# 3. Input Handling
|
| 217 |
+
query = self.session.pop_pending_query() or st.chat_input("Input query...")
|
| 218 |
+
|
| 219 |
+
if query:
|
| 220 |
+
self.process_query(query, config)
|
| 221 |
+
|
| 222 |
+
def process_query(self, query: str, config: ProviderConfig):
|
| 223 |
+
# Optimistic UI Update
|
| 224 |
+
self.session.add_message("user", query)
|
| 225 |
+
with st.chat_message("user"): st.markdown(query)
|
| 226 |
+
|
| 227 |
+
with st.chat_message("assistant"):
|
| 228 |
+
placeholder = st.empty()
|
| 229 |
+
placeholder.markdown("⏳ *Thinking...*")
|
| 230 |
+
|
| 231 |
+
# Resolve Key: User Input > Session Store
|
| 232 |
+
# This allows the sidebar input to override everything
|
| 233 |
+
final_key = self.session.get_api_key(config.key)
|
| 234 |
+
|
| 235 |
+
# API Call
|
| 236 |
+
response = self.client.send_chat(query, config.key, final_key)
|
| 237 |
+
|
| 238 |
+
# Handle Response
|
| 239 |
+
if response.get("success"):
|
| 240 |
+
content = response["response"]
|
| 241 |
+
placeholder.markdown(content)
|
| 242 |
+
self.session.add_message("assistant", content)
|
| 243 |
+
|
| 244 |
+
elif response.get("error_type") == "needs_key":
|
| 245 |
+
placeholder.empty()
|
| 246 |
+
new_key = self.chat.render_recovery_form(
|
| 247 |
+
response["required_provider"],
|
| 248 |
+
response["message"]
|
| 249 |
+
)
|
| 250 |
+
if new_key:
|
| 251 |
+
# Save and Retry
|
| 252 |
+
self.session.set_api_key(response["required_provider"], new_key)
|
| 253 |
+
self.session.set_pending_query(query)
|
| 254 |
+
st.rerun()
|
| 255 |
+
else:
|
| 256 |
+
placeholder.error(f"❌ {response.get('message')}")
|
| 257 |
+
|
| 258 |
+
if __name__ == "__main__":
|
| 259 |
+
app = Application()
|
| 260 |
+
app.run()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit
|
| 2 |
+
requests
|