Ailice is a fully autonomous, general-purpose AI agent built on open-source LLMs, utilizing a unique IACT architecture to decompose complex tasks. It aims to achieve self-evolution, enabling AI agents to autonomously build feature expansions and new types of agents.

Is AIlice open source?

Please check the official repository for license details.

AIlice: A fully autonomous, general-purpose AI agent built on open-source LLMs, … (★ 1.4k)

Features

01Autonomous, general-purpose AI agent with an Interactive Agents Call Tree (IACT) architecture.

02Advanced automation in programming, script execution, and system management functions.

03Comprehensive in-depth research and literature review capabilities on specialized subjects.

04Native multi-modal support across all agents with rich media UI (image, video, audio, LaTeX, code highlighting).

05Compatibility with a wide range of open-source and commercial LLMs, including voice interaction support.

Why choose it

+Autonomous, general-purpose AI agent with an Interactive Agents Call Tree (IACT) architecture.

+Automated software development, system administration, and script execution.

+Covers 12 supported environments or platforms, which is helpful for broader deployment needs.

+The latest recorded update is 2025-08-18, which suggests the project is still actively maintained.

Trade-offs

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.

Compatibility

Claude

Supported

Verified via docs

Gemini

Supported

Verified via docs

Ollama

Supported

Verified via docs

LM Studio

Supported

Verified via docs

Hugging Face Models

Supported

Verified via docs

OpenRouter

Supported

Verified via docs

Quick start

$ pip install -e .

Use cases

↳Automated software development, system administration, and script execution.

↳In-depth academic research, literature reviews, and specialized subject analysis across various domains.

↳Multimodal AI tasks, including image generation, video processing pipelines, and voice-controlled interactions.

How it compares

≈AIlice sits in the Voice / Speech category, so it makes more sense to evaluate it alongside tools like OpenClaw instead of in isolation.

≈If your main need is closer to "Automated software development, system administration, and script execution.", that use case is a better lens for comparison than broad feature checklists alone.

≈AIlice's licensing and community traction are both easier to judge in category context.