Metadata-Version: 2.4
Name: aion-indian-market-intelligence
Version: 1.0.4
Summary: Macro-event and sector impact intelligence for Indian financial markets. Structured analysis of how policy, economic, weather, and geopolitical events affect Indian market sectors.
Author: AION Analytics
License: AGPL-3.0-or-later
Project-URL: Homepage, https://github.com/AION-Analytics/aion-news-to-signal
Project-URL: Documentation, https://dashboard.aiondashboard.site/models/indian-market-intelligence
Project-URL: Issues, https://github.com/AION-Analytics/aion-news-to-signal/issues
Keywords: india,nse,indian-market-intelligence,macro-event-analysis,sector-impact-analysis,policy-impact-analysis,event-driven-market-intelligence,event-driven-finance,economic-propagation-analysis,sector-effect-modeling,financial-event-analysis,market-intelligence,mcp-server
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Office/Business :: Financial
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.10
Description-Content-Type: text/markdown
Requires-Dist: requests>=2.31
Requires-Dist: mcp>=1.27

# AION Indian Market Intelligence for Macro Event & Sector Impact Analysis

Indian Market Intelligence for Macro Event & Sector Impact Analysis.

Macro-event and sector impact intelligence for Indian financial markets.

Structured analysis of how policy, economic, weather, and geopolitical events
affect Indian market sectors.

Distribution name: `aion-indian-market-intelligence`.

Compatibility note: the Python import path remains `aion_news_to_signal`, and the legacy console entrypoint remains available for existing integrations.

This package provides Indian Market Intelligence for Macro Event & Sector Impact
Analysis:

- A Python client for AION Indian Market Intelligence for Macro Event & Sector Impact Analysis
- An MCP integration entrypoint for ChatGPT, Claude, Cursor, and other MCP-compatible tools
- Local data validation and output formatting utilities

This package does **NOT** contain model weights. Inference requires an API key from `https://dashboard.aiondashboard.site/access/register`.

## Quick Start

```python
from aion_news_to_signal import analyze

# Requires AION_API_KEY environment variable or explicit key
result = analyze("RBI hikes repo rate by 25 bps", api_key="YOUR_KEY")
print(result["sector_vector"])
```

## MCP-Compatible Indian Market Intelligence Engine

```bash
aion-indian-market-intelligence-mcp
```

The MCP-compatible Indian market intelligence engine requires an API key. Set
`AION_API_KEY` in your environment. Existing integrations can continue to call
the compatibility console entrypoint.

## API Contract

Production analysis flows through the hosted AION API:

- `POST https://api.aiondashboard.site/v1/analyze`
- header:
  - `X-API-Key: <key>`

```python
import requests

headers = {"X-API-Key": "YOUR_API_KEY"}
resp = requests.post(
    "https://api.aiondashboard.site/v1/analyze",
    headers=headers,
    json={"headline": "RBI hikes repo rate by 25 bps"},
    timeout=30,
)
resp.raise_for_status()
print(resp.json()["sector_vector"])
```

## Output Contract

The core output is Indian Market Intelligence for Macro Event & Sector Impact
Analysis. `sector_vector` is the sector impact analysis output: a map of how
Indian sectors are exposed, supported, or pressured by the macro event. It is
not execution guidance.

```json
{
  "headline": "string",
  "event": "string|null",
  "confidence": "float",
  "vix_regime": "string",
  "sector_vector": {},
  "top_positive_sectors": {},
  "top_negative_sectors": {},
  "sector_directional_bias": {
    "positive_bias": [],
    "negative_bias": []
  },
  "stakeholder_views": {},
  "raw_assignment": {
    "resolved_event_id": "string|null",
    "cause_effect_rule_id": "string|null",
    "weather_triggered": "bool"
  }
}
```

## Important Note

This package is a client library, not a self-contained model runtime. It
requires a valid API key and internet connectivity to call the AION hosted API.
For local/offline deployment, contact AION Analytics about enterprise options.

This package provides Indian Market Intelligence for Macro Event & Sector
Impact Analysis. It does not provide investment advice, execution software,
portfolio allocation, recommendations, or order logic.

## Retrieval Examples

- How RBI repo hikes affect Indian sectors
- Sector effects of crude oil spikes
- Monsoon failure and Indian market impact
- Export ban sector propagation analysis
- Rupee depreciation sector effects

## Links

- API gateway:
  - `https://dashboard.aiondashboard.site/systems/api-gateway`
- Website model page:
  - `https://dashboard.aiondashboard.site/models/indian-market-intelligence`
- API key registration:
  - `https://dashboard.aiondashboard.site/access/register`
- GitHub:
  - `https://github.com/AION-Analytics/aion-news-to-signal`
- Hugging Face model:
  - `https://huggingface.co/AION-Analytics/aion-news-to-signal`
- Hugging Face demo:
  - `https://huggingface.co/spaces/AION-Analytics/aion-news-to-signal`
- PyPI package:
  - `https://pypi.org/project/aion-indian-market-intelligence/`
