v0.8.0 — Sentiment Analysis Engine

What's New in v0.8.0

Sentiment Analysis Engine (New)

• Dual-language NLP: Persian (Farsi) + English sentiment analysis
• 100+ word lexicons: Financial domain-specific for Iranian market
• Smart NLP features: Negation handling, intensifier detection, entity-level scoring
• Batch analysis: Score multiple news articles or social posts at once
• Stock-level sentiment: Per-symbol scoring with bullish/bearish/neutral signals
• Weighted aggregation: News (2x weight) + Social media combined
• Auto-recommendation: Generates actionable trading suggestions
• Interactive UI: Market score card, distribution pie, timeline chart, per-stock signals

API Endpoints

• POST /api/v1/sentiment/analyze — Batch text sentiment
• POST /api/v1/sentiment/stock — Stock-specific sentiment
• GET /api/v1/sentiment/demo — Demo with 12 TSE news + 6 social posts

Demo Data

• 12 Persian news articles covering 5 TSE sectors
• 6 social media posts with emojis
• Per-stock analysis for Foolad, Petrochem, Bank, Khodro, Tech

Full Engine Count: 16 pages (was 14)

Full Changelog: v0.7.0...v0.8.0

v0.7.0 — Desktop Release

FinSight Pro Desktop v0.7.0

Installation

Option A — NSIS Installer (recommended):

1. Download FinSight Pro Setup x.x.x.exe
2. Run the installer and follow the wizard
3. Launch FinSight Pro from Start Menu or Desktop shortcut

Option B — Portable:

1. Download FinSight-Pro-Portable-x.x.x.exe
2. Run directly — no installation required
3. Place anywhere on your system

What's Included

• AI Financial Copilot — Chat with your financial data in English & Persian
• 5 Bankruptcy Prediction Models — Altman Z-Score, Springate, Ohlson O-Score, Grover
• Document Intelligence — OCR-based extraction from PDF, scanned docs & images (Persian + English)
• Industry Benchmarking — Compare against 8 industry profiles with percentile rankings
• Compliance Engine — Iranian Accounting Standards + IFRS automated checking
• Consolidation Engine — Multi-company financial statement consolidation
• TSETMC Live Market — Tehran Stock Exchange real-time data integration
• 17+ financial ratios across 4 categories (Profitability, Liquidity, Leverage, Efficiency)
• Interactive charts — Bar and Radar visualizations
• Status classification — Good / Warning / Critical with color coding
• Industry benchmarks — Compare against standard thresholds
• PDF & Excel export — Professional reports with Cascade design
• PDF import — Extract financial data from PDF statements
• Drag-and-drop upload — CSV, XLS, XLSX, PDF, Image support
• Custom Windows titlebar — Frameless modern UI
• Toast notifications — Real-time feedback
• API status monitor — Live backend health indicator
• Demo data — 3 pre-loaded sample analyses
• Multi-language — English, فارسی, العربية
• 100% offline & private — Your data never leaves your machine
• Connect any LLM — OpenAI, DeepSeek, Ollama, OpenRouter

Tech Stack

• Electron 32 · React 18 · TypeScript · Tailwind CSS
• Recharts · Zustand · Radix UI · Lucide Icons
• FastAPI · SQLAlchemy · SQLite backend

System Requirements

• Windows 10 (64-bit) or later
• ~200 MB disk space for installed version

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Built with precision by Ali Marandi

v0.6.0 — Desktop Release

FinSight Pro v0.6.0 — Advanced Analytics Suite

3 New Advanced Engines (from 33-Technique Research)

Engine	Description	Endpoints
Fuzzy AHP-TOPSIS	Multi-criteria decision making for stock ranking with Saaty consistency analysis	/ahp, /topsis, /stock-ranking, /demo
Black-Litterman	Posterior returns combining market equilibrium with investor views	/optimize, /demo
Factor Analysis	PCA dimensionality reduction + Fama-French 3-factor model (MKT, SMB, HML)	/pca, /fama-french, /demo

Also in v0.6.0

Engine	Description
Time Series	ARIMA forecasting, GARCH volatility, seasonal decomposition
Financial Engineering	VaR/CVaR (3 methods), Monte Carlo, Black-Scholes, Markowitz

Stats

• 12 Analysis Engines — comprehensive offline financial analysis
• 28+ API Endpoints — full REST API coverage
• 17 Navigation Items — feature-rich desktop interface
• TypeScript: 0 errors — type-safe full-stack
• CI: 5/5 green — all quality gates passing

Full Engine List

1. Ratio Analysis | 2. AI Copilot | 3. Bankruptcy Prediction | 4. Document Intelligence | 5. Industry Benchmarking | 6. Compliance (IAS/IFRS + Iran) | 7. Consolidation | 8. TSETMC Live | 9. Time Series | 10. Financial Engineering | 11. Fuzzy AHP-TOPSIS | 12. Black-Litterman | 13. Factor Analysis (PCA/FF3)

Architecture

• Backend: FastAPI + NumPy/SciPy (offline-first, no data leaves your machine)
• Frontend: Electron 32 + React 18 + TypeScript 5.5 + Recharts
• Design: Cascade palette (charcoal/stone/gold/olive)

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Informed by comprehensive 33-technique financial sciences ROI research across 5 categories.

v0.4.0 — 7 Analysis Engines

FinSight Pro v0.4.0 — 7 Analysis Engines

New Engines (5)

• Document Intelligence — OCR extraction from PDF, scanned docs and images (Persian + English)
• Industry Benchmarking — Compare against 8 industry profiles with percentile rankings
• Compliance Engine — 12+ automated checks (IAS, IFRS, Iran-specific)
• Consolidation Engine — Multi-company statement consolidation with eliminations
• TSETMC Live Market — Tehran Stock Exchange real-time data

Enhanced Features

• AI Financial Copilot — Dual-mode (built-in + LLM connect)
• Bankruptcy Prediction — 5 models with consensus scoring
• Dashboard — 10 feature cards, 12 navigation items
• Multi-language — English, فارسی, العربية

Tech Stack

• Electron 32 · React 18 · TypeScript 5.5 · Tailwind CSS
• FastAPI · SQLAlchemy · SQLite · Tesseract OCR
• Recharts · Zustand · Radix UI · Lucide Icons

Install

1. Download the installer or portable EXE below
2. Run — no dependencies needed
3. Start analyzing!

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100% offline · Your data never leaves your machine

v0.2.0-beta — Desktop Release

FinSight Pro Desktop v0.2.0-beta

Installation

Option A — NSIS Installer (recommended):

1. Download FinSight Pro Setup x.x.x.exe
2. Run the installer and follow the wizard
3. Launch FinSight Pro from Start Menu or Desktop shortcut

Option B — Portable:

1. Download FinSight-Pro-Portable-x.x.x.exe
2. Run directly — no installation required
3. Place anywhere on your system

What's Included

• 17+ financial ratios across 4 categories (Profitability, Liquidity, Leverage, Efficiency)
• Interactive charts — Bar and Radar visualizations
• Status classification — Good / Warning / Critical with color coding
• Industry benchmarks — Compare against standard thresholds
• PDF & Excel export — Professional reports with Cascade design
• Drag-and-drop upload — CSV, XLS, XLSX support
• Custom Windows titlebar — Frameless modern UI
• Toast notifications — Real-time feedback
• API status monitor — Live backend health indicator
• Demo data — 3 pre-loaded sample analyses
• Multi-language — English, فارسی, العربية
• 100% offline & private — Your data never leaves your machine

Tech Stack

• Electron 32 · React 18 · TypeScript · Tailwind CSS
• Recharts · Zustand · Radix UI · Lucide Icons
• FastAPI · SQLAlchemy · SQLite backend

System Requirements

• Windows 10 (64-bit) or later
• ~200 MB disk space for installed version

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Built with precision by Ali Marandi

v0.1.0

FinSight Pro Desktop v0.1.0

Installation

1. Download FinSight Pro Setup x.x.x.exe below
2. Run the installer
3. Launch FinSight Pro from your Start Menu

What's Included

• 17+ financial ratios across 4 categories
• Interactive bar and radar charts
• PDF and Excel report export
• Industry benchmarking
• 100% offline — your data never leaves your machine

System Requirements

• Windows 10 (64-bit) or later
• ~150 MB disk space

Known Limitations

• This is an early access release
• API backend requires Python 3.10+ (bundled in future versions)

What's Changed

• feat: project infrastructure, landing page, and desktop app scaffold by @Ali-Marandi in #1

New Contributors

• @Ali-Marandi made their first contribution in #1

Full Changelog: v1.0.0...v0.1.0

v0.1.0-beta — First Desktop Release

FinSight Pro Desktop v0.1.0-beta

Installation

1. Download FinSight Pro Setup x.x.x.exe below
2. Run the installer
3. Launch FinSight Pro from your Start Menu

What's Included

• 17+ financial ratios across 4 categories
• Interactive bar and radar charts
• PDF and Excel report export
• Industry benchmarking
• 100% offline — your data never leaves your machine

System Requirements

• Windows 10 (64-bit) or later
• ~150 MB disk space

Known Limitations

• This is an early access release
• API backend requires Python 3.10+ (bundled in future versions)

Full Changelog: v0.1.0...v0.1.0-beta

v1.0.0 - Production Ready Financial Engine

First commercial-grade release of FinSight Pro.

Key Features:

• Comprehensive analytical ratios (Profitability, Liquidity, Leverage, Efficiency).
• • Professional HTML report generation.
• • High-resolution visual dashboards.
• • Multi-format data ingestion (CSV/Excel).
• • Strict data validation engine.