SEC NLP Alpha Engine

Welcome! The backend pipeline has not been executed yet, or the summary data is missing. Run the local backend script to ingest filings, run NLP analysis, and generate signal outputs.

To Run Ingestion & NLP Scoring locally:

cd backend
pip install -r requirements.txt
python run_pipeline.py --tickers AAPL MSFT GOOGL AMZN META --years 5

This process will fetch SEC submissions, extract sections, cache FinBERT scores, and export files to frontend/public/data/ automatically.