
AI Financial Analyst
Pricing
Pay per usage

AI Financial Analyst
AI Financial Analyst is an Apify Actor that provides detailed stock market insights using AI-powered fundamental analysis, technical analysis, and sentiment analysis
0.0 (0)
Pricing
Pay per usage
0
Monthly users
9
Runs succeeded
97%
Last modified
a month ago
📊 AI Financial Analyst
🚀 AI Financial Analyst is an Apify Actor that provides detailed stock market insights using AI-powered fundamental analysis, technical analysis, and sentiment analysis.
It leverages:
- 📈 Yahoo Finance (
yfinance
) for real-time financial data. - 🤖 OpenAI GPT models for AI-driven market insights.
- 📰 Alpha Vantage News Sentiment API for sentiment analysis.
- ⚙ Apify Actor framework for automation.
🏆 Features
✔ Technical Analysis (SMA, EMA, RSI, MACD, Bollinger Bands, Supertrend)
✔ Fundamental Analysis (P/E Ratio, EBITDA, Net Income, Debt-to-Equity)
✔ Sentiment Analysis (News Headlines, Market Mood)
✔ AI-Generated Insights (Bullish/Bearish Signals, Risks & Opportunities)
✔ Markdown Reports (Auto-saved to Apify Key-Value Store)
🚀 How It Works
1️⃣ Fetch Stock Data – Pulls financials, technical indicators & sentiment.
2️⃣ Perform Analysis – Uses AI to analyze market conditions.
3️⃣ Generate Report – Saves insights in a report.md
file.
4️⃣ Store in Apify – Saves report to Apify's Key-Value Store.
5️⃣ Token Billing – Charges based on GPT token usage.
📦 Installation & Setup
1️⃣ Clone the Repository
1git clone https://github.com/yourusername/ai-financialanalyst.git 2cd ai-financialanalyst
2️⃣ Create a Virtual Environment (Optional)
1python -m venv .venv 2source .venv/bin/activate # On Windows: .venv\Scripts\activate
3️⃣ Install Dependencies
pip install -r requirements.txt
4️⃣ Set API Keys
Create a .env
file and add your API keys:
1OPENAI_API_KEY=your-openai-key 2ALPHAVANTAGE_API_KEY=your-alpha-vantage-key
🎯 How to Run Locally
apify run --input-file=input.jso
📜 Example input.json
1{ 2 "ticker": "AAPL" 3}
🛠 Project Structure
1ai-financialanalyst/ 2│── src/ 3│ ├── main.py # Apify Actor entry point 4│ ├── tools.py # Financial, technical, sentiment analysis tools 5│ ├── models.py # Pydantic data models 6│ ├── utils.py # Helper functions 7│ ├── report.md # Generated stock analysis report 8│── .venv/ # Virtual environment (optional) 9│── requirements.txt # Python dependencies 10│── README.md # Project documentation 11│── input.json # Example input format 12│── .env # API keys (gitignore this file)
📊 Example Report Output
A sample AI-generated Markdown Report:
1# 📊 AI Financial Analyst Report 2 3## 📌 **Stock Analysis Report** 4- **Ticker Symbol:** `AAPL` 5- **Generated by:** Apify AI Financial Analyst 6 7--- 8 9## 🔍 **AI-Generated Insights** 10- **Momentum:** AAPL has strong bullish momentum. 11- **Risks:** Overbought RSI, potential short-term pullback. 12- **Financial Stability:** Strong revenue & cash flow. 13- **Bullish Signals:** Revenue growth, brand loyalty. 14- **Bearish Signals:** Market saturation, competition. 15 16--- 17 18## 📈 **Technical Analysis** 19| Indicator | Value | 20|-----------|------| 21| **SMA (50)** | 180.25 | 22| **RSI** | 72.3 (Overbought) | 23| **MACD** | Bullish | 24 25--- 26 27## 📰 **Sentiment Analysis** 28- **Highest Sentiment:** `Positive` 29- **Recent News:** 30 - [Apple reports record iPhone sales](https://example.com/news1) 31 - [AAPL stock hits all-time high](https://example.com/news2)
🚀 Contributing
We welcome contributions! Feel free to:
- Open Issues for bug reports or feature requests.
- Submit Pull Requests to improve the code.
📜 License
This project is licensed under the MIT License.
Pricing
Pricing model
Pay per usageThis Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage.