The High-Performance AI Orchestrator for the Modern Explorer. A unified, immersive research dashboard that coordinates specialized specialized AI Agents to surface deep insights in Travel, Careers, and Social Trends.
Crosswind Console is a next-generation AI Orchestration Platform built for speed, depth, and precision. It leverages LangChain 1.2 and Google Gemini 3 Pro Preview to coordinate a fleet of specialized agents that can "think" and "act" using real-time tools.
Unlike generic chatbots, Crosswind uses a Hybrid RAG + MCP Architecture:
- RAG (Retrieval-Augmented Generation): Injects deep domain knowledge (API manuals, travel guides) into the AI's context.
- MCP (Model Context Protocol): Connects the AI to 120+ real-time tools (Amadeus, Flights Sky, Booking.com) via a persistent, high-performance connection pool.
Performance Upgrade (Jan 2026): Now featuring a custom HTTP MCP client that reduces tool execution latency from 60s to <3s.
The Ultimate Trip Architect.
- Smart Search: Uses Amadeus GDS and Skyscanner to find real-time flight availability and pricing.
- Hotel Intelligence: Cross-references Amadeus Hotels and Booking.com for best rates.
- Deep Reasoning: Understands complex queries like "Find a cheap flight to Paris that lands before noon and a hotel near the Eiffel Tower with a pool."
Your Personal Career Strategist.
- Opportunity Scout: Aggregates job listings from major platforms filtered by your specific criteria.
- Market Analysis: Scrapes company data to give you the competitive edge.
The Social Signal Decoder.
- Viral Hunter: Monitors social platforms to spot rising trends before they peak.
- Cross-Platform Analysis: Correlates data to validate true engagement.
- Frontend: Svelte 5 (Runes) + Vite for an instant, reactive glassmorphic UI.
- Backend: FastAPI + LangChain for robust agent orchestration.
- Data Layer: Supabase pgvector for high-speed RAG retrieval.
- Tooling: Persistent MCP Client (Python httpx) for lightning-fast API interaction.
| Component | Technology | Role |
|---|---|---|
| Frontend | Svelte 5, TypeScript, TailwindCSS | High-performance reactive UI |
| Orchestration | LangChain 1.2+ | Agent state & tool binding |
| Intelligence | Google Gemini 3 Pro Preview | Core reasoning engine |
| API Integration | FastAPI + MCP | Tool serving & execution |
| Knowledge Base | Supabase pgvector | RAG context retrieval |
| Travel APIs | Amadeus, Skyscanner, Booking.com | Real-time global data |
- Node.js & npm
- Python 3.10+
- Amadeus / RapidAPI Keys (in
.env)
cd backend
python -m venv .venv
# Windows
.\.venv\Scripts\Activate.ps1
# Mac/Linux
source .venv/bin/activate
pip install -r requirements.txt
uvicorn app.main:app --reloadcd frontend
npm install
npm run devVisit http://localhost:5173 to launch the console.
Built with ❤️ by the Crosswind Team.