Python client for the AION News-to-Signal API for Indian markets
Project description
aion-news-to-signal
Thin Python client for the public AION News-to-Signal endpoint.
AION converts Indian financial news into signals for Indian financial markets, NSE workflows, and news-based trading India use cases.
AION converts Indian financial news into:
- event classifications
- sector-level trading signals
- which sectors to long or short
- stakeholder views
This first PyPI release is intentionally minimal. It does not bundle model weights. It calls the live hosted endpoint:
- Space:
https://huggingface.co/spaces/AION-Analytics/aion-news-to-signal - App:
https://aion-analytics-aion-news-to-signal.hf.space
Install
pip install aion-news-to-signal
Quick Start
from aion import analyze
result = analyze("RBI hikes repo rate by 25 bps")
print(result["event"])
print(result["trade_direction_signals"])
Also supported:
from aion_news_to_signal import analyze
Hosted API Notes
The current public endpoint is backed by a Hugging Face Space, so the client uses the Gradio API flow internally.
Measured on 2026-04-26:
- cold start proxy:
~1.68 s - warm latency average:
~716.6 ms
Links
- GitHub:
https://github.com/AION-Analytics/market-sentiments - Hosted API:
https://aion-analytics-aion-news-to-signal.hf.space
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