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The Fincept Terminal is an open-source, real-time financial research tool with an AI Hedge Fund feature that analyzes markets using LLMs like OpenAI, Gemini, De
by 12tilak34 2y ago
The Fincept Terminal is an open-source, real-time financial research tool with an AI Hedge Fund feature that analyzes markets using LLMs like OpenAI, Gemini, DeepSeek R1 (Ollama), and more.
AI Agents Powering Smart Investment Decisions
1⃣ Sentiment Agent – Scans news, earnings reports & social media for market sentiment (bullish/bearish/neutral).
2⃣ Fundamentals Agent – Evaluates financial health (P/E, EPS, ROE, etc.).
3⃣ Valuation Agent – Uses DCF & valuation models to determine fair stock price.
4⃣ Technical Analysis Agent – Identifies trends, RSI, MACD & key trade signals.
5⃣ Risk Management Agent – Optimizes position sizing based on volatility & exposure.
6⃣ Portfolio Management Agent – Aggregates all insights for AI-driven trade decisions.
AI Hedge Fund Workflow:
Step 1: Sentiment Agent detects market optimism or fear.
Step 2: Fundamentals & Valuation Agents assess stock value.
Step 3: Technical Agent pinpoints entry/exit points.
Step 4: Risk Agent ensures safe trading parameters.
Step 5: Portfolio Manager makes final AI-driven trade calls.
Runs on OpenAI, Gemini, Ollama (DeepSeek R1) & more! - https://pypi.org/project/fincept-terminal/ https://pypi.org/project/fincept-terminal/