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Getting Started

  • Introduction
  • Installation
  • Quickstart (5 min)
  • Your First Model

Architecture Deep-Dive

  • System Overview
  • Epistemic Data Compiler
  • PPMI & Information Content
  • Lineage Graphs & Provenance
  • Hardware Recipe Engine
  • Self-Healing Training Engine
  • Multi-Layer Eval Harness
  • Statistical Drift Detection
  • DPO Feedback Flywheel
  • Release Governance & SBOM
  • Mission Control UI

Cookbook & Real-World Examples

  • Cookbook Overview
  • Customer Support Bot
  • Structured JSON Extractor
  • Code Assistant
  • Document Summarizer
  • Medical Q&A System
  • Legal Document Analyzer

CLI Reference

  • CLI Overview
  • moro init
  • moro data
  • moro recipe
  • moro train
  • moro eval
  • moro release
  • moro flywheel
  • moro services
  • moro analytics
  • moro dashboard
  • moro plugins

API Reference

  • Python SDK Reference
  • Mission Control REST API
  • Live Telemetry WebSocket
  • Plugin & Extensibility API

Production Deployment

  • Local Ollama Deployment
  • Docker Containerization
  • Kubernetes & Slurm Clusters
  • Production Best Practices

Advanced Guides

  • Troubleshooting & Diagnostics
  • Consumer GPU Performance Tuning
  • Air-Gapped & Sovereign Privacy
  • Contributing to MoroAI
Production Recipes

MoroAI Cookbook

Step-by-step implementation blueprints solving real-world enterprise engineering problems.

Conversational

Customer Support Bot

Fine-tune a model on private Zendesk/Intercom support transcripts with Ollama deployment.

View Recipe
Extraction

Structured JSON Extractor

Extract strict, deterministic JSON schemas from messy, unstructured invoices and purchase orders.

View Recipe
Coding

Internal Code Assistant

Adapt a small model on your private GitHub repositories, libraries, and coding standards.

View Recipe
Summarization

Document Summarizer

Long-context distillation for executive memos, technical specifications, and research papers.

View Recipe
Healthcare

Medical Q&A System

Preserve clinical terminology and diagnostic contraindications with MI Guard.

View Recipe
Compliance

Legal Document Analyzer

Audit contracts, NDAs, and liability agreements locally without third-party cloud leakage.

View Recipe
MoroAILocal-First AI Foundry

MoroAI transforms private organizational data into reliable, specialized, deployable local language models. Zero cloud lock-in. Complete epistemic control.

Architecture

  • Data Compiler & MI Guard
  • VRAM Recipe Predictor
  • OOM Auto-Recovery
  • Multi-Layered Eval
  • DPO Feedback Flywheel
  • Mission Control UI

Resources

  • Documentation
  • Quickstart Guide
  • CLI Reference
  • Changelog & Releases
  • Engineering Blog
  • PyPI Package

Community

  • Contribute
  • Issue Tracker
  • About the Project
  • Open Source & Enterprise
  • Apache 2.0 License
Local-First: Your weights, training data, and metrics never leave your infrastructure.
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