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NIKAME: High-fidelity AI & Cloud Infrastructure Scaffolding Framework (Matrix Engine)

Project description

NIKAME

CI PyPI version License Python Versions

Describe your infrastructure. NIKAME builds the glue.

NIKAME is an intelligent infrastructure framework designed for high-fidelity AI and Cloud applications. It doesn't just generate templates—it understands your stack. Powered by the Matrix Engine, NIKAME automatically detects module combinations and injects the complex integration logic (the "glue") required for production-grade systems.


🌟 Key Features

1. Matrix Engine (Intelligence Layer)

The Matrix Engine is the heart of NIKAME. It analyzes your nikame.yaml to detect "cross-module interactions." If you add PostgreSQL and Redpanda, it doesn't just provision them; it automatically generates a Transactional Outbox Pattern to guarantee event delivery.

2. Codegen Quality Rules Engine

Every line of code generated by NIKAME passes through a strict Rules Engine before reaching your disk.

  • P0 Rules: Hard failures (e.g., broken Python imports, missing Pydantic settings).
  • P1 Rules: Quality standards (e.g., proper retry logic for DB connections, structured JSON logging, async SQLAlchemy usage).
  • Auto-Fixing: The engine can automatically patch common issues like missing ResponseModel in FastAPI.

3. Preflight Readiness System

Run nikame preflight to validate your local environment and project configuration before you even start. It checks for:

  • Docker/Kubernetes connectivity.
  • Cloud provider credentials (AWS/GCP).
  • Module conflict detection (e.g., preventing two different API frameworks in one project).

4. High-Fidelity Infrastructure

  • Cloud Native: Terraform and Helm generation for AWS/Local.
  • Security First: Automatic NetworkPolicy, PodSecurityContext, and Secret management.
  • Observability: Built-in Grafana dashboards, Prometheus alerts, and OpenTelemetry tracing.

🛠️ CLI Reference

Command Category Description
nikame init Setup Initialize a new project via Interactive Wizard or YAML config.
nikame templates Registry Discover, download, and publish project templates (search, use, publish).
nikame up Ops Start all local services via Docker Compose.
nikame status Ops Show real-time health and endpoints for all running services.
nikame logs Ops Stream and pretty-print JSON logs from your containers.
nikame preflight Quality Run production-readiness checks on your current project.
nikame db Data Manage Alembic migrations (migrate, upgrade, seed).
nikame add <mod> Config Add a module (e.g. qdrant, redis) to your active stack.
nikame diff Config Detect drift between your config and generated code.
nikame regenerate Config Re-run the full codegen matrix (apply manual YAML edits).
nikame ml MLOps Manage model versions and pull from HuggingFace.
nikame github CI/CD Push project secrets and configs to GitHub Actions.
nikame tunnel Dev Expose your local API to a public URL via Ngrok.
nikame verify Quality Verify that the generated code is importable and valid.
nikame destroy Cleanup Tear down all infrastructure and volumes.
nikame templates search Registry Search for community templates in the global registry.
nikame templates use <id> Registry Clone a template and launch the setup wizard immediately.

🚀 Quick Start

# Install NIKAME
pip install nikame

# Start the interactive wizard
nikame init --output ./my-stack

# Verify your environment
nikame preflight --project-dir ./my-stack

# Launch the stack
cd my-stack
nikame up

# Check status
nikame status

🤝 Maintainer

Created and maintained by @omdeepb69. Built with ❤️ for the AI/Cloud community.


License

Apache 2.0

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