| --- |
| 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. |
|
|
