Tutorials

Step-by-step guides to master every niuma_code feature, from quick start to advanced capabilities.

Tutorial 01

Getting Started

Download, configure, and launch niuma_code in under 5 minutes

quickstartsetup
Tutorial 02

harness — Autonomous Chat

Let LLM explore autonomously in a tool loop, thinking and doing simultaneously

harnesschat
Tutorial 03

loop — Engineered Orchestration

Goal-driven self-loop with plan → execute → verify → self-correct

looporchestration
Tutorial 04

TUI Full-Screen Mode

Full-screen interactive interface with 5 modal overlays

tuiinterface
Tutorial 05

IDE Orchestration Mode

Full-screen editor with Python-native orchestration scripts

ideeditor
Tutorial 06

Multi-Provider Routing

Configure multiple API endpoints, auto-route by model name

providerrouting
Tutorial 07

Multi-Context Parallelism

N parallel contexts with LRU eviction and visual switching

contextparallel
Tutorial 08

Code Knowledge Graph

Built-in LanguageParser symbol graph with 4 retrieval tools (Python, JS, TS, Go, Java, Rust, Ruby, PHP)

kggraph
Tutorial 09

Perception-Driven Memory

Persistent memory from 10 real-time perception events

memoryperception
Tutorial 10

Sub-Agent Parallel Research

Isolated read-only sub-agents for parallel tool execution

agentparallel