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Scalytics Copilot

CI Secrets Scan

Scalytics Copilot is a private AI operations platform for organizations that need governance, deployment control, and auditability for GenAI workloads.

Built by Scalytics, it is designed for teams that cannot rely on unmanaged black-box AI tooling.

The Niche We Serve

Most AI chat stacks optimize for speed-to-demo. Scalytics Copilot optimizes for production control:

  • data locality and controlled model access
  • role-based permissions and policy enforcement
  • local + external model support in one platform
  • self-hosted deployment workflows (including GCP)

For Enterprise Teams

Use Scalytics Copilot when you need:

  • governed AI operations across departments
  • user/group/permission controls at model and provider level
  • API key and integration governance
  • operational visibility (usage, maintenance, admin controls)
  • deployment ownership for compliance and security requirements

For Developers

What you get in this repo:

  • Node/Express backend with modular routes/services
  • React frontend for chat + administration
  • Python services/workers for inference and deep research
  • vLLM-based local inference support
  • MCP tool and agent integration surface

Key areas:

  • src/routes/ API surface
  • src/services/ orchestration, providers, model logic
  • src/python_services/ deep-search/research services
  • frontend/ web app
  • deploy/ deployment scripts
  • docs/ OpenAPI/docs assets

Core Capabilities

  • Multi-model routing (local and external providers)
  • Local model lifecycle management (discover, download, activate, optimize)
  • User/group/permission management
  • Provider/API key administration
  • Agent workflows + MCP tools
  • Deep-search/research pipeline

Quick Start (Local)

Backend:

npm install
npm run setup
npm run dev

Frontend (separate process):

cd frontend
npm install
npm start

Production/GCP deployment guidance: deploy/README.md

Documentation

Start here: docs/index.md

  • User docs: docs/user/
  • Admin docs: docs/admin/
  • Developer docs: docs/developer/
  • OpenAPI spec: docs/openapi.json
  • Static API docs: docs/api-docs.html

Contributing and Governance

  • Contribution guide: CONTRIBUTING.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security reporting: SECURITY.md
  • Maintainer policy: MAINTAINERS.md
  • Changelog: CHANGELOG.md

API and Docs

  • OpenAPI spec: docs/openapi.json
  • Build static API docs:
npm run build:api-docs

Security Baseline

Before production use:

  • configure secrets only via environment variables
  • run services with least privilege
  • validate access policies for users, groups, models, and providers
  • review deployment hardening in deploy/

License

Apache License 2.0. See LICENSE and NOTICE.