effora-ai 0.4.0

ML and GenAI for Finance — CLI

effora-ai

ML and GenAI for Finance — CLI

Effora is an open-source CLI and API platform that brings machine learning and generative AI to finance and accounting teams. Built for developers who work with financial data.

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Install

pip install effora-ai

Quickstart

effora --help
effora ml --help
effora genai --help

Commands

ML for Finance

effora ml risk AAPL        # Predict 30-day portfolio VaR for a ticker
effora ml anomaly          # Detect anomalies in journal entries

GenAI for Finance

effora genai close         # Run agentic financial close automation
effora genai query "What was Q3 revenue?"   # Query financial documents via RAG

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Roadmap

• effora ml risk — Temporal Fusion Transformer for portfolio VaR
• effora ml anomaly — IsolationForest anomaly detection on journal entries
• effora genai close — LangGraph agentic close automation
• effora genai query — RAG over financial documents
• FastAPI backend
• API key authentication

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Contributing

We welcome contributions. See CONTRIBUTING.md to get started.

Local setup

git clone https://github.com/effora-ai/effora-cli.git
cd effora-cli
python -m venv venv
source venv/bin/activate
pip install -e .
effora --help

Project structure

effora/
├── __init__.py
├── cli.py              # Root CLI app
└── commands/
    ├── ml.py           # ML for Finance commands
    └── genai.py        # GenAI for Finance commands

Branch naming

• feat/your-feature
• fix/your-fix

Submitting a PR

1. Fork the repo
2. Create a branch
3. Open a pull request against main

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License

MIT — see LICENSE

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Built by Effora AI