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- # Financial Agentic Insights System (FAIS) 💹
 
 
 
 
 
 
 
 
 
 
 
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  ![FAIS Demo](https://img.shields.io/badge/Live-Demo-blue)
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  ![Python](https://img.shields.io/badge/Python-3.10+-blue)
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  ![License](https://img.shields.io/badge/License-MIT-green)
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- FAIS is an autonomous AI system that delivers personalized financial intelligence for Indian investors, combining real-time news aggregation, sentiment analysis, and portfolio tracking.
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  ## 🌟 Features
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- | Feature | Description | Tech Used |
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- |---------|-------------|-----------|
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- | 📰 Smart News Aggregation | Curates financial news from top Indian sources | NewsAPI |
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- | 🧠 Sentiment Analysis | Evaluates market sentiment in real-time | DistilBERT |
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- | 📈 Live Stock Data | Tracks Nifty 50 and individual stocks | Alpha Vantage |
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- | 🔔 Personalized Alerts | Custom push notifications | OneSignal |
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- | 📊 Portfolio Manager | Virtual holdings with P/L tracking | SQLite |
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- ## 🚀 Quick Deployment
 
 
 
 
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- ### Hugging Face Spaces
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- [![Deploy on Spaces](https://huggingface.co/datasets/huggingface/badges/raw/main/deploy-to-spaces-md.svg)](https://huggingface.co/spaces)
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- 1. Create new Space with Docker SDK
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- 2. Set these environment variables:
 
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  ```env
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- NEWS_API_KEY=your_key
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- ALPHA_VANTAGE_KEY=your_key
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- ONESIGNAL_APP_ID=your_id
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  DATABASE_PATH=/data/news.db
 
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+ ---
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+ title: Financial Agentic Insights System
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+ emoji: 💹
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+ colorFrom: indigo
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+ colorTo: purple
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+ sdk: docker
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+ sdk_version: "20.10.17"
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ # Financial Agentic Insights System (FAIS)
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  ![FAIS Demo](https://img.shields.io/badge/Live-Demo-blue)
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  ![Python](https://img.shields.io/badge/Python-3.10+-blue)
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  ![License](https://img.shields.io/badge/License-MIT-green)
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+ FAIS is an autonomous AI system that delivers personalized financial intelligence for Indian investors.
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  ## 🌟 Features
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+ ### Core Capabilities
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+ - 📰 **Smart News Aggregation** (Moneycontrol, Economic Times via NewsAPI)
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+ - 🧠 **Real-time Sentiment Analysis** (DistilBERT model)
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+ - 📈 **Live Market Data** (Nifty 50 via Alpha Vantage)
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+ - 🔔 **Personalized Alerts** (OneSignal integration)
 
 
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+ ### Technical Highlights
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+ - 🐳 Dockerized deployment
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+ - 🤖 Agentic workflow with APScheduler
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+ - 🗃️ SQLite database with daily maintenance
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+ - 📊 MCP server for standardized data access
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+ ## 🚀 Deployment
 
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+ ### Hugging Face Spaces
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+ 1. Click "Duplicate this Space"
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+ 2. Configure environment variables:
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  ```env
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+ NEWS_API_KEY=your_newsapi_key
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+ ALPHA_VANTAGE_KEY=your_alpha_key
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+ ONESIGNAL_APP_ID=your_app_id
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  DATABASE_PATH=/data/news.db