Vianai Systems

hila REST API

The hila REST APIs provide CRUD operations to deploy, manage, and monitor machine-learning models — drift detection, explainability, model performance, alerts, data profiling, inference tracking, pipelines, projects, and segments. Authentication is a bearer access_token obtained from POST /v1/user/login. The API is served per customer deployment from the webservices subdomain (e.g. https://webservices.company.vianai.site), with interactive OpenAPI docs at /docs on that host.

GitHub

Documentation

📖
APIReference
https://docs.vian.ai/5.0-r2/api-list.html
📖
GettingStarted
https://docs.vian.ai/5.0-r2/api-quickstart.html
📖
Authentication
https://raw.githubusercontent.com/api-evangelist/vianai-systems/refs/heads/main/authentication/vianai-systems-authentication.yml

Other Resources

🔗
Conventions
https://raw.githubusercontent.com/api-evangelist/vianai-systems/refs/heads/main/conventions/vianai-systems-conventions.yml
🔗
X-MCPServerCandidate
https://raw.githubusercontent.com/api-evangelist/vianai-systems/refs/heads/main/mcp/vianai-systems-mcp.yml
🔗
APIsJSON
https://raw.githubusercontent.com/api-evangelist/vianai-systems/refs/heads/main/apis.yml

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API entry from apis.yml

apis.yml Raw ↑ 
name: hila REST API
description: The hila REST APIs provide CRUD operations to deploy, manage, and monitor machine-learning
  models — drift detection, explainability, model performance, alerts, data profiling, inference tracking,
  pipelines, projects, and segments. Authentication is a bearer access_token obtained from POST /v1/user/login.
  The API is served per customer deployment from the webservices subdomain (e.g. https://webservices.company.vianai.site),
  with interactive OpenAPI docs at /docs on that host.
humanURL: https://docs.vian.ai/5.0-r2/apis.html
baseURL: https://webservices.company.vianai.site
tags:
- Machine-Learning
- Model Monitoring
- MLOps
tags_raw:
- Machine Learning
- Model Monitoring
- MLOps
properties:
- type: APIReference
  url: https://docs.vian.ai/5.0-r2/api-list.html
- type: GettingStarted
  url: https://docs.vian.ai/5.0-r2/api-quickstart.html
- type: Authentication
  url: authentication/vianai-systems-authentication.yml
- type: Conventions
  url: conventions/vianai-systems-conventions.yml
- type: X-MCPServerCandidate
  url: mcp/vianai-systems-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate
    — a tool list derived from the published API contracts, not an existing server. The scorer already
    read the manifest and reported mcp_server correctly; the MCPServer type was crediting the artifact-type
    surfaces with a server that does not exist.'