agent-loop / README.md
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Deploy Solana Hedge Fund with fast local small AI
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---
title: Solana Quant Hedge Fund
emoji: ⚡
colorFrom: purple
colorTo: green
sdk: docker
app_port: 7860
pinned: false
---
# ⚡ Solana Quant Hedge Fund & Local Small AI
An autonomous quantitative hedge fund platform and high-speed local AI copilot on Solana, engineered for Docker on Hugging Face Spaces.
## 🚀 Features
- **Autonomous Solana Quant Engine**:
- Real-time asset monitoring ($SOL, $JUP, $RAY, $WIF, $BONK).
- Cross-DEX arbitrage scanner across Raydium CPMM, Orca Whirlpools, and Meteora DLMM.
- Active portfolio & AUM tracker ($14.25M simulated AUM) with 24h PnL and Sharpe ratio analytics.
- Instant trade order dispatcher with simulated Jupiter Swap execution.
- **Fast Local CPU Quant Copilot**:
- Powered by `Qwen/Qwen2.5-0.5B-Instruct` (494M parameters).
- Runs with high token throughput on CPU without GPU dependencies or out-of-memory bottlenecks.
- Server-Sent Events (SSE) token-by-token live streaming analysis.
- **Persistent Volume Storage**:
- Direct integration with persistent storage volume mounted at `/data`.
- Archival of blotter trades in `/data/trades/trades.json`.
- Storage browser to inspect files and volume capacity.
- **Minimalist & Bold Interface**:
- Obsidian dark aesthetic (`#060608`) with Solana purple (`#9945FF`) and electric green (`#14F195`) accents.
- Ticker strips, arbitrage monitors, trade dispatchers, and live AI terminal.
## 📦 API Endpoints
- `GET /` — Minimalist & bold hedge fund dashboard.
- `GET /docs` — Interactive OpenAPI / Swagger UI.
- `GET /api/health` — System health and storage volume path.
- `GET /api/market` — Real-time prices, portfolio overview, and DEX arbitrage spreads.
- `GET /api/trades` — Trade blotter and execution logs.
- `POST /api/trades/execute` — Execute a DEX trade on Solana.
- `GET /api/ai/status` — Model loading state, thread count, and CPU device metrics.
- `POST /api/ai/analyze` — Real-time SSE streaming quant analysis.
- `GET /api/storage/files` — Persistent volume file manager.