Siger CLI

SigerLM can be installed as a local terminal command named siger.

Install

From the repository root:

pip install -e .

After that, the command is available from CMD or PowerShell:

siger --help

Interactive Chat

Start an interactive assistant session:

siger

or:

siger chat

Useful commands inside the session:

/help
/exit
/memory
/doc docs\ARCHITECTURE.md
/mode dynamic
/mode auto
/mode chat
/mode expertise
/checkpoint checkpoints\lora\model_cpu_repair_general_merged.pt

Default mode is dynamic: users can type normal requests and Siger chooses the route automatically.

Power users can force a route with slash commands:

/code buat FastAPI todo lengkap dengan PostgreSQL
/basic buat fungsi Python untuk membalik string
/debug debug kode rekursi ini: ...
/expert rancang arsitektur API production
/reasoning jelaskan langkah logika soal ini
/lampung jelaskan struktur kalimat: Nyak haga mengan manuk
/general jelaskan konsep machine learning

The same routes also work as one-shot subcommands:

siger code "buat FastAPI todo lengkap dengan PostgreSQL"
siger expert "rancang arsitektur API production"
siger reasoning "pecahkan soal logika ini"

Ask Once

siger ask "Jelaskan REST API secara ringkas."

With a checkpoint:

siger ask --checkpoint checkpoints\lora\model_cpu_repair_general_merged.pt "Apa itu machine learning?"

With long-context document memory:

siger ask ^
  --checkpoint checkpoints\lora\model_cpu_repair_general_merged.pt ^
  --context-file docs\ARCHITECTURE.md ^
  --mode expertise ^
  "Ringkas arsitektur inference dan routing."

Config

Siger CLI reads defaults from:

~\.siger\config.json

Show config:

siger config show

Set default checkpoint:

siger config set checkpoint checkpoints\lora\model_cpu_repair_general_merged.pt

Set default mode:

siger config set mode expertise

Set context budget:

siger config set max-context-tokens 1024
siger config set retrieval-top-k 6
siger config set retrieval-token-budget 420

Unset a value:

siger config unset checkpoint

Modes

dynamic   choose general, Lampung, or expertise route automatically
auto       route automatically between general chat and Lampung tools
chat       direct general chat
expertise  general expertise orchestrator
lo-id      Lampung O -> Bahasa Indonesia
id-lo      Bahasa Indonesia -> Lampung O
lo-en      Lampung O -> English
reason     Lampung explanation/reasoning
reorder    Lampung word reorder