@localaicat/pi

A pi extension that keeps the Local AI Cat resident model warm for the duration of a coding session and publishes local generation stats to pi's status line. It also exposes resource-control slash commands so you can load, unload, or stop the local server without a custom pi binary.

The Local API loads a model lazily on the first chat request, so the first turn of a session is slow (weights load + KV warm-up). This extension proactively loads the model when pi selects one from the localaicat provider, and releases its hold on session shutdown. The model is shared: other pi sessions and clients may be using it, so the app drops it only when the last holder releases (see Shared model holds).

Install

# from npm (recommended)
pi install npm:@localaicat/pi

# or install a local checkout persistently
pi install ./tools/pi

# or one-off for a single run
pi -e ./tools/pi/index.ts

Quick start

pi install npm:@localaicat/pi
export LOCALAICAT_BASE_URL=http://127.0.0.1:11434
export LOCALAICAT_API_KEY=local                 # if the Local API requires a token
export LOCALAICAT_MODEL=mlx-community/Qwen3-Coder-30B-A3B-Instruct-4bit
pi --provider localaicat

The extension self-configures the localaicat provider on first load by writing ~/.pi/agent/models.json from the LOCALAICAT_* environment above (see "Provider self-configuration"), so the install + four lines is all you need.

Provider self-configuration

On load the extension ensures pi knows about the localaicat provider. If ~/.pi/agent/models.json has no localaicat entry, it writes one:

{
  "providers": {
    "localaicat": {
      "baseUrl": "http://127.0.0.1:11434/v1",
      "api": "openai-completions",
      "apiKey": "local",
      "models": [{ "id": "mlx-community/Qwen3-Coder-30B-A3B-Instruct-4bit" }]
    }
  }
}

baseUrl comes from LOCALAICAT_BASE_URL (with /v1 appended), apiKey from LOCALAICAT_API_KEY (default local), and the seeded model from LOCALAICAT_MODEL (default Qwen3-Coder-30B-A3B-Instruct-4bit). An existing localaicat entry is never overwritten — hand-edit it freely. If the write fails for any reason, paste the block above manually.

Environment

Variable	Default	Purpose
LOCALAICAT_BASE_URL	http://127.0.0.1:11434	Base of the Local API
LOCALAICAT_API_KEY	–	Local API token when the app requires one
LOCALAICAT_PROVIDER	localaicat	Comma-separated pi provider names to match on model_select
LOCALAICAT_MODEL	–	Model to warm on session_start if none selected yet
LOCALAICAT_LOG	–	Append one line per load/unload action (used by tests)
LOCALAICAT_REQUEST_TIMEOUT_MS	scaled	Request wait, exactly (0 = no limit). See Request wait
LOCALAICAT_PREFILL_TOKENS_PER_SEC	25	Prefill rate the scaled wait assumes
LOCALAICAT_UNLOAD_ON_EXIT	–	always / never override for releasing on exit (see below)

Request wait

A long prompt is read (prefilled) before the model sends its first byte: 14,098 tokens took 234 s on Qwen3.8-27B-4bit before the engine fix. pi's own request wait is its httpIdleTimeoutMs setting (5 min by default), after which pi used to retry three times, each retry reading the whole prompt again.

For localaicat models the extension now waits max(pi's setting, clamp(5 min + estimated prompt tokens / 25 tok/s, 10 min, 2 h)). LOCALAICAT_REQUEST_TIMEOUT_MS replaces that with an exact value. If the wait still runs out, pi shows "Local AI Cat sent no reply in N min while reading a prompt of about Nk tokens…" and does not resend it on its own; send the message again to wait once more.

Shared model holds

Each pi process has a client id (a UUID, stable across /reload). Load and unload send it as the x-localai-client-id header and as {"client_id": "…"} in the JSON body; chat requests carry the header too. Load takes a hold; unload releases this client's hold, and the app unloads only when no holder is left.

An app that tracks holds answers load/unload with client_id (echoed) and/or holders (clients still holding). If the app's load answer has neither, it predates holds, and an unload would pull the model from under every other client, so on shutdown the extension leaves the model resident (the app's idle auto-unload still frees it). LOCALAICAT_UNLOAD_ON_EXIT=always restores the old unload; never never releases. An explicit /localaicat unload is always sent.

Local Coding in the app

Loading a model turns the app's Local Coding on for it. When the app advertises it ("prepare_accepts_model": true on GET /v1/local/coding/status), the extension loads through POST /v1/local/coding/prepare with {"model": "<id>", "client_id": "<uuid>"}. That loads on the engine that serves the model, records this client's hold exactly like /models/{id}/load, and makes the model the app's selected Local Coding model, so the menu bar reads "Purring" for the model pi is running. Shutdown releases the hold as before; the menu bar's own on/off takes a separate hold, so turning Local Coding off in the menu does not unload a model pi still holds, and pi quitting does not unload one the menu holds.

Older apps (no marker, or a prepare that refuses the model — e.g. a model outside the app's Local Coding list) get the plain POST /v1/local/models/{id}/load. The status probe exists because an older app's prepare ignores the body and would load its own selected model instead.

Commands

All under a single /localaicat command:

• /localaicat (or /localaicat status) — show loaded state + the local RAM budget / headroom (/v1/local/resources).
• /localaicat load [model-id] — load (and turn Local Coding on for) a specific model, else the model this session warmed, else pi's selected localaicat model, else LOCALAICAT_MODEL.
• /localaicat unload [model-id] — release this session's hold on the same target.
• /localaicat stop — stop the Local API server.

Status line

The extension updates pi's footer with the last assistant turn when pi exposes usage data:

localaicat: loaded Qwen3-Coder-30B-A3B-Instruct-4bit · 28.4 tok/s · 1240/310/1550 tok · 12.8% ctx

While a request is in flight it reads busy <model> instead (the resource snapshot can miss a model that is serving). Otherwise it reads loaded/unloaded state from /v1/local/resources, OpenAI-style usage fields (prompt_tokens, completion_tokens, total_tokens, tokens_per_second), and pi's built-in context estimate via ctx.getContextUsage(). If a value is missing, it is omitted rather than blocking the session.

How it works

pi event	action
model_select (provider = localaicat)	POST /v1/local/coding/prepare (turns Local Coding on), else POST /v1/local/models/{id}/load
agent_start / message_update	footer shows busy <model> (no polling)
message_end	repair wrapped tool-call arguments; footer resource + stats
agent_end	footer back to resource state
session_start (with LOCALAICAT_MODEL)	warm fallback load
session_shutdown	POST /v1/local/models/{id}/unload (release this client's hold)
/localaicat stop	POST /v1/local/server/stop

If the app isn't running, actions degrade quietly — the next chat request still loads the model lazily.

Tool calls whose arguments arrive one level too deep ({"arguments": "{\"command\": …}"}) are unwrapped before pi validates them.

Tests

npm test            # unit + extension tests (node --test)
npm run check       # typecheck
npm run test:real-pi  # real pi binary vs a fake Local API (PI_BIN=… to choose)