3 ms·

AI-Hedge Fund (With DeepSeek R1) – FincpetTerminal (OSS)

15 points by 12tilak34 2y ago

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/
Lio_Parker9090 2y ago
more models can be implemented by the way amazing concept already stared the repo !! keep doing the good
- 12tilak34 2y ago
  we are looking for active contributors.
jaimin_patel 2y ago
Fincept Terminal is evolving into a powerful TUI-based financial platform with a sleek new look using the Textual library. The addition of features like global markets, ETFs, portfolio management, sentiment analysis, and a robo-advisor makes it a well-rounded tool for traders and investors. From a developer's perspective, integrating real-time data, GenAI-powered insights, and efficient API handling will be crucial for scalability and user experience. Excited to see how it shapes up!
- 12tilak34 2y ago
  Thank You for checking the repo !! don't forget to star
kamlesh-25 2y ago
Impressive! AI-driven market analysis and risk management could really change how we approach investments.
- 37345y 2y ago
  Ya future seems good
MacTavish_001 2y ago
Exploring FinceptTerminal (OSS) with DeepSeek R1—looks promising for AI-driven trading. Curious about its strategy performance, execution speed, and risk management. How well does it handle real-time data and regulatory compliance? Would love to see benchmarks or live market results!
- 37345y 2y ago
  Performance is not up to the mark but seems we can improve over time
Rock_Salt 2y ago
AI-powered hedge funds are the future! Looking forward to testing Fincept Terminal.
- machbioha 2y ago
  Love to get a feedback on your usage.

15 points 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/

Lio_Parker9090 2y ago

more models can be implemented by the way amazing concept already stared the repo !! keep doing the good

12tilak34 2y ago
we are looking for active contributors.

jaimin_patel 2y ago

Fincept Terminal is evolving into a powerful TUI-based financial platform with a sleek new look using the Textual library. The addition of features like global markets, ETFs, portfolio management, sentiment analysis, and a robo-advisor makes it a well-rounded tool for traders and investors. From a developer's perspective, integrating real-time data, GenAI-powered insights, and efficient API handling will be crucial for scalability and user experience. Excited to see how it shapes up!

12tilak34 2y ago
Thank You for checking the repo !! don't forget to star

kamlesh-25 2y ago

Impressive! AI-driven market analysis and risk management could really change how we approach investments.

37345y 2y ago
Ya future seems good

MacTavish_001 2y ago

Exploring FinceptTerminal (OSS) with DeepSeek R1—looks promising for AI-driven trading. Curious about its strategy performance, execution speed, and risk management. How well does it handle real-time data and regulatory compliance? Would love to see benchmarks or live market results!

37345y 2y ago
Performance is not up to the mark but seems we can improve over time

Rock_Salt 2y ago

AI-powered hedge funds are the future! Looking forward to testing Fincept Terminal.

machbioha 2y ago
Love to get a feedback on your usage.