Delete app.py
Browse files
app.py
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import streamlit as st
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import subprocess
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import threading
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import time
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import requests
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import json
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from typing import List, Dict
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import sys
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import os
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# Configuration
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API_KEYS = ["sk-adminkey02", "sk-testkey123", "sk-userkey456", "sk-demokey789"]
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DEFAULT_API_KEY = "sk-adminkey02"
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def start_fastapi():
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"""Start FastAPI server in a separate process"""
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try:
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# Start FastAPI on port 8000 (internal)
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subprocess.Popen([
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sys.executable, "-m", "uvicorn", "api:app",
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"--host", "0.0.0.0",
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"--port", "8000",
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"--workers", "1"
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])
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print("🚀 FastAPI server starting on port 8000...")
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except Exception as e:
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st.error(f"Failed to start API server: {e}")
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# Start API server when app starts
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if 'api_started' not in st.session_state:
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st.session_state.api_started = True
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threading.Thread(target=start_fastapi, daemon=True).start()
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time.sleep(8) # Give API time to start
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def call_api(messages: List[Dict], max_tokens: int = 512, temperature: float = 0.7, api_key: str = DEFAULT_API_KEY):
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"""Call the internal API"""
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try:
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response = requests.post(
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"http://localhost:8000/v1/chat/completions",
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headers={"Authorization": f"Bearer {api_key}"},
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json={
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"model": "capybarahermes-2.5-mistral-7b",
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"messages": messages,
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"max_tokens": max_tokens,
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"temperature": temperature
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},
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timeout=120
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)
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if response.status_code == 200:
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return response.json()
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elif response.status_code == 401:
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st.error("❌ Invalid API key")
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return None
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else:
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st.error(f"API Error: {response.status_code} - {response.text}")
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return None
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except requests.exceptions.RequestException as e:
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st.error(f"Failed to connect to API: {e}")
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return None
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def check_api_health():
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"""Check if API is healthy"""
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try:
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response = requests.get("http://localhost:8000/v1/health", timeout=10)
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return response.status_code == 200
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except:
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return False
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def get_api_info():
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"""Get API information"""
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try:
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response = requests.get("http://localhost:8000/v1", timeout=5)
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if response.status_code == 200:
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return response.json()
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except:
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pass
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return None
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def main():
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st.set_page_config(
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page_title="🦙 CapybaraHermes Chat",
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page_icon="🦙",
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layout="wide",
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initial_sidebar_state="expanded"
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)
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# Header
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st.title("🦙 CapybaraHermes-2.5-Mistral-7B")
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st.markdown("*7B parameter model with OpenAI-compatible API*")
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# Get current space URL for examples
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space_url = st.text_input(
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"🌐 Your Space URL",
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placeholder="https://your-username-your-space.hf.space",
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help="Enter your actual Hugging Face Space URL for API examples"
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)
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# Check API health
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api_healthy = check_api_health()
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col1, col2, col3 = st.columns([2, 1, 1])
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with col1:
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if api_healthy:
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st.success("✅ API Server is running")
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else:
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st.warning("⏳ API Server is starting... (2-3 minutes)")
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with col2:
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if st.button("🔄 Refresh"):
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st.rerun()
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with col3:
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if st.button("📊 API Info"):
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info = get_api_info()
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if info:
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st.json(info)
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if not api_healthy:
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st.info("🕐 The model is loading in the background. First startup takes 2-3 minutes.")
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st.stop()
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# Sidebar
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with st.sidebar:
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st.header("⚙️ Settings")
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# API Key selection
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selected_api_key = st.selectbox(
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"🔑 API Key",
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API_KEYS,
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index=0,
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help="Choose an API key for authentication"
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)
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# Model parameters
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max_tokens = st.slider("Max Tokens", 50, 1024, 512)
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temperature = st.slider("Temperature", 0.0, 1.0, 0.7, 0.1)
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st.divider()
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# API Information
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st.header("📡 API Access")
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if space_url:
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st.markdown(f"**Base URL:** `{space_url}/v1`")
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else:
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st.markdown("**Base URL:** `https://your-space.hf.space/v1`")
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st.markdown("**Endpoints:**")
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st.code("/v1/models", language="text")
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st.code("/v1/chat/completions", language="text")
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st.code("/v1/health", language="text")
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st.code("/v1/docs", language="text")
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st.markdown("**Authentication:**")
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st.code(f"Authorization: Bearer {selected_api_key}", language="text")
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st.divider()
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# Performance info
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st.header("📈 Performance")
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st.metric("Expected Speed", "2-8 tok/s")
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st.metric("Context Length", "4,096 tokens")
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st.metric("Model Size", "5GB")
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# Main content tabs
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tab1, tab2, tab3 = st.tabs(["💬 Chat", "🔗 API Usage", "🧪 API Test"])
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with tab1:
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# Chat interface
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if "messages" not in st.session_state:
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st.session_state.messages = []
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# Display chat history
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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if message["role"] == "assistant" and "stats" in message:
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st.caption(message["stats"])
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# Chat input
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if prompt := st.chat_input("Ask me anything..."):
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# Add user message
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st.session_state.messages.append({"role": "user", "content": prompt})
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with st.chat_message("user"):
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st.markdown(prompt)
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# Generate response
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with st.chat_message("assistant"):
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with st.spinner("🤔 Thinking..."):
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# Prepare messages for API
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api_messages = [
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{"role": msg["role"], "content": msg["content"]}
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for msg in st.session_state.messages
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if "stats" not in msg
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]
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result = call_api(api_messages, max_tokens, temperature, selected_api_key)
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if result and 'choices' in result:
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response = result['choices'][0]['message']['content']
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usage = result.get('usage', {})
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completion_tokens = usage.get('completion_tokens', 0)
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generation_time = usage.get('total_tokens', 0) / 4.0 # Rough estimate
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stats = f"📊 {completion_tokens} tokens • ~{generation_time:.1f}s • API: {selected_api_key[:12]}..."
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st.markdown(response)
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st.caption(stats)
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st.session_state.messages.append({
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"role": "assistant",
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"content": response,
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"stats": stats
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})
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# Controls
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col1, col2 = st.columns([1, 1])
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with col1:
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if st.button("🗑️ Clear Chat", type="secondary"):
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st.session_state.messages = []
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st.rerun()
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with col2:
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if st.button("💾 Export Chat", type="secondary"):
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chat_json = json.dumps(st.session_state.messages, indent=2)
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st.download_button(
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"📥 Download JSON",
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chat_json,
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"chat_export.json",
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"application/json"
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)
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with tab2:
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st.header("🔗 API Usage Examples")
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# Determine base URL
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base_url = space_url + "/v1" if space_url else "https://your-username-your-space.hf.space/v1"
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st.subheader("🐍 Python (OpenAI SDK)")
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python_code = f"""# Install OpenAI SDK
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pip install openai
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# Usage example
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from openai import OpenAI
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client = OpenAI(
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base_url="{base_url}",
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api_key="{selected_api_key}"
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)
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response = client.chat.completions.create(
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model="capybarahermes-2.5-mistral-7b",
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messages=[
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{{"role": "user", "content": "Explain quantum computing"}}
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],
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max_tokens=512,
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temperature=0.7
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)
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print(response.choices[0].message.content)
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print(f"Tokens used: {{response.usage.total_tokens}}")"""
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st.code(python_code, language="python")
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st.subheader("🌐 JavaScript/Node.js")
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js_code = f"""// Install: npm install openai
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import OpenAI from 'openai';
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const client = new OpenAI({{
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baseURL: '{base_url}',
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apiKey: '{selected_api_key}'
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}});
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const response = await client.chat.completions.create({{
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model: 'capybarahermes-2.5-mistral-7b',
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messages: [{{ role: 'user', content: 'Hello world!' }}],
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max_tokens: 300
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}});
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console.log(response.choices[0].message.content);"""
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st.code(js_code, language="javascript")
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st.subheader("🔧 cURL")
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curl_code = f"""# Chat completion
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curl -X POST "{base_url}/chat/completions" \\
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-H "Content-Type: application/json" \\
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-H "Authorization: Bearer {selected_api_key}" \\
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-d '{{
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"model": "capybarahermes-2.5-mistral-7b",
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"messages": [{{"role": "user", "content": "Hello!"}}],
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"max_tokens": 200,
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"temperature": 0.7
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}}'
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# List models
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curl -H "Authorization: Bearer {selected_api_key}" \\
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"{base_url}/models"
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# Health check (no auth required)
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curl "{base_url}/health\""""
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st.code(curl_code, language="bash")
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st.subheader("🔑 API Authentication")
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st.info(f"""
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**Available API Keys:**
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- `sk-adminkey02` (admin access)
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- `sk-testkey123` (testing)
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- `sk-userkey456` (user access)
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- `sk-demokey789` (demo access)
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**Currently selected:** `{selected_api_key}`
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""")
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with tab3:
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st.header("🧪 API Testing Interface")
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col1, col2 = st.columns(2)
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with col1:
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st.subheader("Test Chat Completion")
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test_message = st.text_area("Test Message", "What is artificial intelligence?")
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test_max_tokens = st.number_input("Max Tokens", 50, 1000, 200)
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test_temperature = st.slider("Temperature", 0.0, 1.0, 0.7, 0.1, key="test_temp")
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test_api_key = st.selectbox("API Key", API_KEYS, key="test_key")
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if st.button("🧪 Test API Call"):
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with st.spinner("Testing..."):
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result = call_api(
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[{"role": "user", "content": test_message}],
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test_max_tokens,
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test_temperature,
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test_api_key
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)
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if result:
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st.success("✅ API Response:")
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st.json(result)
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with col2:
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st.subheader("Health & Models")
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if st.button("🏥 Check Health"):
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try:
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response = requests.get("http://localhost:8000/v1/health")
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if response.status_code == 200:
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st.success("✅ API is healthy")
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st.json(response.json())
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else:
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st.error(f"❌ Health check failed: {response.status_code}")
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except Exception as e:
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st.error(f"❌ Connection failed: {e}")
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if st.button("📋 List Models"):
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try:
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response = requests.get(
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"http://localhost:8000/v1/models",
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headers={"Authorization": f"Bearer {selected_api_key}"}
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)
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if response.status_code == 200:
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st.success("✅ Models:")
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st.json(response.json())
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else:
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st.error(f"❌ Request failed: {response.status_code}")
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except Exception as e:
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st.error(f"❌ Connection failed: {e}")
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st.subheader("🔗 Quick Links")
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if space_url:
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st.markdown(f"- [API Docs]({space_url}/v1/docs)")
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st.markdown(f"- [Health Check]({space_url}/v1/health)")
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st.markdown(f"- [Models]({space_url}/v1/models)")
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if __name__ == "__main__":
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main()
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