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title: FinAgent
emoji: 🤖
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.14.0
app_file: app.py
pinned: false
license: mit
short_description: Multi-agent trading signals powered by Qwen on AMD MI300X
tags:
- crewai
- qwen
- amd-mi300x
- trading
- agents
---
# 🤖 FinAgent — AI-Powered Trading Signal Generator
**Built for the AMD Developer Hackathon** · Track: AI Agents & Agentic Workflows
FinAgent is a CrewAI-driven multi-agent system that analyzes any ticker symbol you throw at it — stocks, crypto, ETFs — through five specialized AI agents and returns a structured BUY / SELL / HOLD trading signal with confidence, entry price, stop loss, and target.
All the reasoning runs on **Qwen3-8B served by vLLM on an AMD Instinct MI300X** via the AMD Developer Cloud, accessed through a standard OpenAI-compatible API.
## The five agents
| Agent | Role | Tools |
| ------------------- | --------------------------------------------------- | ----------------------------------------------- |
| Market Scanner | Detect news, price changes, volume anomalies | `search_news`, `get_price_change`, `get_volume` |
| Fundamental Analyst | Evaluate financials, earnings, peer comparison | `get_financials`, `get_earnings`, `get_peers` |
| Technical Analyst | Read price history, indicators, entry / exit points | `get_price_history`, `calculate_indicators` |
| Risk Manager | Size the position, place ATR-based stop loss | `calculate_position_size`, `set_stop_loss` |
| Chief Strategist | Synthesize all four into a final call | — (pure reasoning) |
The first three run in parallel. Risk Manager waits for Technical Analyst's entry price. Chief Strategist waits for everyone.
## How it works
1. You paste a comma-separated watchlist (up to 10 tickers).
2. The Gradio UI streams agent activity live as they work.
3. Each ticker produces a signal card: action (BUY/SELL/HOLD), confidence, entry / stop / target prices, and a per-agent reasoning summary.
4. Failed tickers render an error card; one bad ticker doesn't stop the batch.
## Try it
Type something like:
```
AAPL, NVDA, BTC-USD, TSLA
```
pick your risk profile, portfolio value, and trading style, and hit **🔍 Analyze**.
## Architecture
```
┌──────────────────────────────┐ HTTPS ┌─────────────────────────────┐
│ Hugging Face Space │◄────────►│ AMD Developer Cloud │
│ • Gradio 4.44 UI │ │ • AMD Instinct MI300X │
│ • CrewAI 1.14 orchestrator │ │ • vLLM 0.6.3 + ROCm 6.2 │
│ • yfinance / ddgs tools │ │ • Qwen/Qwen3-8B │
└──────────────────────────────┘ └─────────────────────────────┘
```
## License
MIT — see [GitHub repository](https://github.com/your-username/FinAgent) for the full source, tests, and development plan (4 specs built with Kiro spec-driven development).
---
⚠️ **Disclaimer:** Trading signals produced here are for informational purposes only and do not constitute financial advice. Always do your own research before placing a trade.
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