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niamoto 0.15.8 documentation
niamoto 0.15.8 documentation

Getting Started

  • Getting Started
    • Installation
    • Your first Niamoto project
    • Niamoto core concepts
    • CLI quickstart

User Guide

  • Desktop App Tour
    • Import
    • Collections
    • Site Builder
    • Publish
    • Widget Catalogue and Collection Extras
    • Preview Surfaces

Advanced

  • CLI & Automation
  • Plugin Development
    • Plugin System Architecture
    • Guide de développement de plugins
    • Building Widgets
    • Custom Exporters
    • Database Aggregator
    • Database Aggregator Guide
    • Darwin Core Export Guide
    • Configuration examples in import.yml
  • ML Detection & Auto-Configuration
    • Automatic column detection
    • ML Detection Branch Architecture
    • ML Detection — Training & Evaluation Guide
    • Current Training Sources
    • Autoresearch Surrogate Loop
    • Research Notes
      • AI Possibilities Cartography for Niamoto
    • Experiments Index
      • ML Detection Iteration Log — 2026-03-17
      • Multi-Instance ML Evaluation and Improvement (2026-03-20)
      • Anonymous Holdout Rework (2026-03-21)
      • Acquisition Wave Retrain and Evaluation (2026-03-21)
    • Archive
      • Acquisition History and Source Strategy

Reference

  • Reference
    • niamoto
      • niamoto package
        • niamoto.cli package
          • niamoto.cli.commands package
          • niamoto.cli.utils package
        • niamoto.common package
          • niamoto.common.utils package
        • niamoto.core package
          • niamoto.core.plugins package
            • niamoto.core.plugins.exporters package
            • niamoto.core.plugins.loaders package
            • niamoto.core.plugins.transformers package
              • niamoto.core.plugins.transformers.aggregation package
              • niamoto.core.plugins.transformers.chains package
              • niamoto.core.plugins.transformers.class_objects package
              • niamoto.core.plugins.transformers.distribution package
              • niamoto.core.plugins.transformers.ecological package
              • niamoto.core.plugins.transformers.extraction package
              • niamoto.core.plugins.transformers.formats package
              • niamoto.core.plugins.transformers.geospatial package
            • niamoto.core.plugins.widgets package
          • niamoto.core.services package
        • niamoto.gui package
          • niamoto.gui.api package
            • niamoto.gui.api.routers package
        • niamoto.publish package
    • CLI Commands Reference
    • Core API Reference
    • Database Schema Reference
    • Plugin API Reference
    • External APIs Reference
    • API Export Guide
    • Configuration Guide
    • Configuration Analysis
    • YAML Strategies
    • Templates and Hierarchy Patterns
    • Preview API Reference
    • Transform Plugins Reference
    • Widgets and Transform Workflow
  • niamoto
    • niamoto package
      • niamoto.cli package
        • niamoto.cli.commands package
        • niamoto.cli.utils package
      • niamoto.common package
        • niamoto.common.utils package
      • niamoto.core package
        • niamoto.core.plugins package
          • niamoto.core.plugins.exporters package
          • niamoto.core.plugins.loaders package
          • niamoto.core.plugins.transformers package
            • niamoto.core.plugins.transformers.aggregation package
            • niamoto.core.plugins.transformers.chains package
            • niamoto.core.plugins.transformers.class_objects package
            • niamoto.core.plugins.transformers.distribution package
            • niamoto.core.plugins.transformers.ecological package
            • niamoto.core.plugins.transformers.extraction package
            • niamoto.core.plugins.transformers.formats package
            • niamoto.core.plugins.transformers.geospatial package
          • niamoto.core.plugins.widgets package
        • niamoto.core.services package
      • niamoto.gui package
        • niamoto.gui.api package
          • niamoto.gui.api.routers package
      • niamoto.publish package

Project

  • Architecture
    • System Overview
    • Plugin System
    • GUI Architecture Overview
    • Backend / Frontend Runtime Model
    • Preview System
    • ADR 0001 — DuckDB Adoption as Primary Analytics Engine
    • ADR 0002 — Retirement of Specialized Importers in Favor of Generic Import Registry
    • ADR 0003: Derived References with DuckDB CTEs
    • ADR 0004 — Generic Import System: Configuration-Driven Architecture
  • Roadmaps
  • Troubleshooting
    • Desktop Smoke Tests
    • Common Issues

Internal

  • Niamoto Documentation
  • Niamoto Documentation Style Guide
  • Design System — Niamoto Demo Video
  • Release Automation Retrospective
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