Link https://www.tiktok.com/t/ZP828S5tN/, 裝了，走了一著
poetry run python src/main.py --ticker AAPL,MSFT,NVDA
? Select your AI analysts. [Technical Analyst]
Selected analysts: Technical Analyst
? Select your LLM model: [groq] llama-3.3 70b
Selected Groq model: llama-3.3-70b-versatile
Technical Analyst [NVDA] Done
Risk Management [NVDA] Done
Portfolio Management[NVDA] Done
Analysis for AAPL
==================================================
ANALYST SIGNALS: [AAPL]
+-------------------+----------+--------------+
| Analyst | Signal | Confidence |
+===================+==========+==============+
| Technical Analyst | NEUTRAL | 18% |
+-------------------+----------+--------------+
| Risk Management | | None% |
+-------------------+----------+--------------+
TRADING DECISION: [AAPL]
+------------+-------+
| Action | HOLD |
+------------+-------+
| Quantity | 0 |
+------------+-------+
| Confidence | 18.0% |
+------------+-------+
Reasoning: Neutral signal from technical analyst agent with low confidence, no action taken.
Analysis for MSFT
==================================================
ANALYST SIGNALS: [MSFT]
+-------------------+----------+--------------+
| Analyst | Signal | Confidence |
+===================+==========+==============+
| Technical Analyst | NEUTRAL | 17% |
+-------------------+----------+--------------+
| Risk Management | | None% |
+-------------------+----------+--------------+
TRADING DECISION: [MSFT]
+------------+-------+
| Action | HOLD |
+------------+-------+
| Quantity | 0 |
+------------+-------+
| Confidence | 17.0% |
+------------+-------+
Reasoning: Neutral signal from technical analyst agent with low confidence, no action taken.
Analysis for NVDA
==================================================
ANALYST SIGNALS: [NVDA]
+-------------------+----------+--------------+
| Analyst | Signal | Confidence |
+===================+==========+==============+
| Technical Analyst | BEARISH | 22% |
+-------------------+----------+--------------+
| Risk Management | | None% |
+-------------------+----------+--------------+
TRADING DECISION: [NVDA]
+------------+-------+
| Action | SHORT |
+------------+-------+
| Quantity | 180 |
+------------+-------+
| Confidence | 22.0% |
+------------+-------+
Reasoning: Bearish signal from technical analyst agent with moderate confidence, shorting the maximum allowed shares.
PORTFOLIO SUMMARY:
+----------+----------+------------+--------------+
| Ticker | Action | Quantity | Confidence |
+==========+==========+============+==============+
| AAPL | HOLD | 0 | 18.0% |
+----------+----------+------------+--------------+
| MSFT | HOLD | 0 | 17.0% |
+----------+----------+------------+--------------+
| NVDA | SHORT | 180 | 22.0% |
+----------+----------+------------+--------------+
C:\Users\yuan-\Documents\AI\ai-hedge-fund>
