LOLM
LOLM by Qira · Open source · Runs locally

Local intelligence, under your control.

LOLM is Qira’s local AI agent. Ask it to work with files, write code, or check a project on your computer. Connect your chosen model, start with a small task, and inspect what it produces.

The local CLI does not require a Qira account. This website explains setup; work runs on your computer.

LOLM · PERSONAL AGENT
● Ollama local · qwen3:14b   ◆ NFET active
Talk normally. I remember this session.

YOU
Make me a PDF launch plan and put it on my Desktop

LOLM
Researching and writing your document…
◆ Checking the result

Created /Users/you/Desktop/lolm-document.pdf

YOU _
Speak naturally

Open the persistent console, keep talking, and say “try again” to resume a saved task.

Bring any provider

Use your existing provider, Ollama, or any OpenAI-compatible endpoint.

Operate locally

Files and commands run locally. Remote providers receive only the inference context you choose to send.

How the agent keeps its bearings.

LOLM can keep task state across sessions and check its work before continuing. Its optional NFET research components explore signals for when to retrieve context, verify, branch, or finish. Availability depends on your local setup; see the installation and research notes.

stateₜ = [ corrected_hidden, entropy, drift, gate, regime ]
control → continue · retrieve · verify · branch · finalize

Use the model you already trust.

OpenAIAnthropicGeminixAIOpenRouterGroqMistralDeepSeekTogetherCerebrasOllamaCustom