README.md

---
title: Grants RAG Finder + Chronos Trading Demo
emoji: 📈
colorFrom: blue
colorTo: indigo
sdk: streamlit
app_file: app/ui_streamlit.py
pinned: true
models:
  - amazon/chronos-t5-small
license: apache-2.0
tags:
  - time-series
  - forecasting
  - trading
  - grants
  - rag
---

# Grants RAG Finder + Chronos Trading Demo

This Space demonstrates two features in one app:

1. **Grants RAG Finder**  
   - Streamlit UI for searching and retrieving funding opportunities  
   - Integrates with [Grants.gov](https://www.grants.gov/) APIs or JSON sources  
   - Provides summarization and discovery of grant opportunities  

2. **Chronos + Stochastic Trading Forecast**  
   - Uses [amazon/chronos-t5-small](https://huggingface.co/amazon/chronos-t5-small) for time-series forecasting  
   - Applies a **Stochastic oscillator** to the forecasted series  
   - Generates simple buy signals (%K crossing above %D under 30)  

---

## How to Use

- Switch to the **App** tab above  
- Use the **Grants RAG Finder** to search and summarize grants  
- Use the **Trading Forecast Demo** to input closing prices and view forecasts/signals  

---

## Models

- [amazon/chronos-t5-small](https://huggingface.co/amazon/chronos-t5-small) → time-series forecasting model  

---

## License

Apache-2.0