This AstrBot plugin enables AI chatbots to autonomously learn conversation styles, group slang, manage social dynamics, and evolve personality for more natural, human-like interactions. It targets AstrBot users seeking enhanced bot adaptability and realism.

How It Works

The plugin integrates into AstrBot's message lifecycle, capturing interactions to fuel a learning pipeline. This pipeline processes messages for real-time learning, jargon mining, and persona/style review, storing data (patterns, slang, social relations, memory) in a multi-database backend (SQLite, MySQL, PostgreSQL). A hook injects learned context into LLM requests, enriching bot responses. A WebUI dashboard offers granular control over settings, learning content review, and system monitoring.

Quick Start & Requirements

Install by cloning the repository into your AstrBot plugins directory (git clone https://github.com/EterUltimate/self_learning_EterU.git astrbot_plugin_self_learning). Restart AstrBot or reload plugins. Requires AstrBot >= 4.11.4 and Python 3.11+. Python dependencies must be manually installed via the WebUI settings or command line. Access the WebUI at http://127.0.0.1:7833 (default).

Highlighted Details

• Autonomous Learning: Captures conversation style, group slang, social relationships, and persona evolution.
• LLM Context Injection: Enhances LLM prompts with learned social context, slang, memory, and few-shot examples.
• WebUI Control: Provides a dashboard for settings, review of learned content (persona, style, slang), and system monitoring.
• Flexible Data Storage: Supports SQLite, MySQL, and PostgreSQL databases with automatic table creation.

Maintenance & Community

This is a maintained fork by EterUltimate, originally developed by NickMo / Mo Zhiping. Community support is available via QQ Group: 1021544792.

Licensing & Compatibility

Licensed under GPLv3, requiring derivative works to be distributed under the same license. Compatible with AstrBot (also GPLv3).

Limitations & Caveats

Users must manually back up their AstrBot persona before use, as the plugin's rollback features are not a substitute for external backups. The project is provided "as is," with developers disclaiming liability for data loss or system issues. Manual installation of Python dependencies is required.