AION INDIAN MARKET INTELLIGENCE FOR MACRO EVENT & SECTOR IMPACT ANALYSIS
========================================================================

Public API Overview
-------------------
AION Indian Market Intelligence is a hosted API for Indian market
financial event intelligence, macro event analysis, sector impact
analysis, market monitoring, and AI agent workflows.

The public documentation intentionally describes only capabilities,
endpoints, public output keys, package usage, and integration paths.
It does not publish private methodology, non-public runtime details,
private resources, calibration artifacts, or model weights.


Endpoint
--------
POST https://api.aiondashboard.site/v1/analyze

Authentication:
Send the API key in the X-API-Key header.

Request body:

    {
      "headline": "RBI hikes repo rate by 25 bps"
    }


Example cURL
------------
    curl -X POST "https://api.aiondashboard.site/v1/analyze" \
      -H "Content-Type: application/json" \
      -H "X-API-Key: YOUR_API_KEY" \
      -d '{"headline":"RBI hikes repo rate by 25 bps"}'


Example Python
--------------
    import requests

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


Public Output Keys
------------------
The canonical sector output key is:

    sector_vector

Responses may also include public fields such as:

- headline
- event
- confidence
- vix_regime
- top_positive_sectors
- top_negative_sectors
- sector_directional_bias
- stakeholder_views
- raw_assignment

Availability of optional fields can depend on entitlement and API version.


Python SDK
----------
Install:

    pip install aion-indian-market-intelligence

Use:

    from aion_indian_market_intelligence import analyze

    result = analyze("RBI hikes repo rate by 25 bps")
    print(result["sector_vector"])


MCP Integration
---------------
Install or run the dedicated MCP wrapper:

    uvx aion-indian-market-intelligence-mcp

The MCP wrapper calls the hosted API. It does not bundle local model
weights, any other model internals or offline inference logic.

Claude Desktop style configuration:

    {
      "mcpServers": {
        "aion-indian-market-intelligence": {
          "command": "uvx",
          "args": ["aion-indian-market-intelligence-mcp"],
          "env": {
            "AION_API_KEY": "YOUR_API_KEY"
          }
        }
      }
    }


Discovery Domains
-----------------
- market intelligence
- financial intelligence
- financial event intelligence
- Indian market infrastructure
- fintech infrastructure
- market monitoring
- financial news classification
- sector impact analysis
- policy impact analysis
- AI agent tooling
- MCP server
- Python SDK


What This Is Not
----------------
- Not investment advice
- Not price prediction
- Not broker execution
- Not an order-routing system
- Not a local model runtime
- Not a publication of private AION methodology


Version
-------
Document version: 1.1
Last updated: 2026-06-15
Primary endpoint: POST /v1/analyze