Sentiment analysis for pieces of text.

• NLP pipelines using HuggingFace Transformers.
• NLP bundled into API using FastAPI.
• Analysis results stored in SQLite RDB.
• Live visualisation with Plotly Dash dashboard.

Installation: pip install pandas requests uvicorn transformers fastapi dash

Get started:

1. Start API: uvicorn api.api:app --reload
2. Start Dash dashboard: python dashboard.py
3. Ingest files and run analytics: python ingest.py "input/test.txt"
4. Refresh dashboard to show results.