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Release v1.0.0: Hybrid AI Architecture, Modern UI Overhaul, and Performance Optimizations
Browse files# 🚀 Major Features: Hybrid AI Architecture
- **Dual-Brain System**: Implemented "Primary Brain" (GPT-4o/Gemini) for complex reasoning and "Acceleration Layer" (Groq/Llama-3) for fast tool execution.
- **Model Allowlist**: Integrated `MODEL_OPTIONS` in `config.py` with tiered selection (Efficiency vs. Flagship).
- **Fast Mode**: Added toggle to offload heavy tasks (Scout/Navigator) to Groq/Llama-3-70B, reducing costs and latency.
# 🎨 UI/UX: Modern Redesign & Workflow
- **Settings Modal Revamp**:
- Redesigned with a "Purple/Gradient" theme for a professional look.
- Split configuration into "Services", "Primary Brain", and "Acceleration" tabs.
- Implemented **Passive Validation**: API keys are validated instantly on blur (Zero-cost check).
- Dynamic visibility: Automatically hides redundant keys based on provider selection.
- **Dashboard Layout**:
- Vertical control bar in the header for better space utilization.
- Repositioned "Stop & Back" button to the right column for better accessibility.
- Enforced white-card styling (`live-report-wrapper`) for Full Reports in Step 3
- services/validator.py +73 -0
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# services/validator.py
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import googlemaps
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import requests
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from google import genai
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from openai import OpenAI
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class APIValidator:
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# 1. Google Maps (ID Only = Free)
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@staticmethod
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def test_google_maps(api_key: str) -> str:
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if not api_key: return "⚠️ Please enter a key first."
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try:
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gmaps = googlemaps.Client(key=api_key)
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# 使用 Taipei 101 ID 測試,只請求 ID 欄位 = 免費 Essentials SKU
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gmaps.place(place_id='ChIJH56c2rarQjQRphD9gvC8BhI', fields=['place_id'])
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return "✅ Google Maps Key is Valid!"
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except Exception as e:
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err = str(e)
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if "REQUEST_DENIED" in err: return "❌ Invalid Key"
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return f"❌ Error: {err.split(':')[0]}"
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# 2. OpenWeather (原本就是 call API 才會驗證,無法避開,但極便宜)
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@staticmethod
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def test_openweather(api_key: str) -> str:
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if not api_key: return "⚠️ Please enter a key first."
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try:
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# 隨便查個座標
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url = f"https://api.openweathermap.org/data/2.5/weather?lat=25&lon=121&appid={api_key}"
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resp = requests.get(url, timeout=5)
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if resp.status_code == 200: return "✅ OpenWeather Key is Valid!"
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if resp.status_code == 401: return "❌ Invalid Key"
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return f"❌ Error: {resp.status_code}"
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except:
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return "❌ Connection Failed"
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# 3. LLM (List Models = Free)
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@staticmethod
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def test_llm(provider: str, api_key: str, model_id: str = None) -> str:
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if not api_key: return "⚠️ Please enter a key first."
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try:
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if provider == "Gemini":
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# Google GenAI: 列出模型是免費的管理操作
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client = genai.Client(api_key=api_key)
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# 試著抓取第一個模型就好,不用全部列出來
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client.models.list()
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return "✅ Gemini Key is Valid!"
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elif provider == "OpenAI":
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# OpenAI: 列出模型是免費的
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client = OpenAI(api_key=api_key)
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client.models.list()
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return "✅ OpenAI Key is Valid!"
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elif provider == "Groq":
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# Groq: 相容 OpenAI 介面,列出模型也是免費的
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client = OpenAI(
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api_key=api_key,
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base_url="https://api.groq.com/openai/v1"
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)
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client.models.list()
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return "✅ Groq Key is Valid!"
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else:
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return "⚠️ Unknown Provider"
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except Exception as e:
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err = str(e).lower()
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if "401" in err or "invalid_api_key" in err: return "❌ Invalid Key"
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if "429" in err: return "❌ Rate Limit Exceeded" # 雖然免費,但如果按太快還是會擋
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return f"❌ Error: {str(e)[:20]}..."
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