anka-afk/astrbot_plugin_meme_manager

What it solves

This project provides a comprehensive meme management system for AstrBot, enabling bots to intelligently send and collect memes based on conversation context. It solves the problem of manually managing large libraries of images and the difficulty of making a bot respond with visually appropriate memes in a natural, context-aware manner.

How it works

The plugin integrates with AstrBot's WebUI for management and uses AI models to handle meme selection and acquisition:

• AI-Driven Sending: The bot identifies the conversation scene and automatically selects the most suitable meme from its library.
• Semantic Retrieval: It can generate descriptions and tags for images using vision models and create a local FAISS vector index for precise semantic searching.
• Automatic Collection: A vision model monitors incoming images in chats, determines if they are memes, and automatically categorizes them into the library (with an optional manual review process for semantic packs).
• Cloud Sync: Supports synchronization via Cloudflare R2, WebDAV, and Stardots to ensure meme libraries are consistent across multiple devices.
• Dynamic Prompting: Automatically maintains prompts based on the folder structure of the meme packs, removing the need for manual configuration.

Who it’s for

Users of AstrBot who want to enhance their bot's personality and interactivity by giving it the ability to use and collect memes intelligently.

Highlights

• Integrated WebUI: Full management (upload, delete, categorize, and preview) directly within the AstrBot interface.
• Semantic Indexing: Uses embedding providers to turn images into searchable vectors for high-accuracy meme selection.
• Automated Pipeline: A complete loop from AI-powered collection of memes from chats to AI-powered sending in responses.
• Flexible Configuration: Supports different meme packs for different personas or specific chat sessions.
• Resource Plaza: Built-in marketplace to easily install official or community-curated meme packs.