RecAlign is a Chrome extension designed to combat attention-hijacking recommendation algorithms by filtering content based on user-defined preferences using Large Language Models (LLMs). It targets users seeking greater control over their online content consumption and aims to provide a transparent, editable mechanism for aligning feeds with personal well-being.

How It Works

RecAlign leverages LLMs to analyze and filter recommendations within platforms like Twitter. Users explicitly state their preferences, which the LLM then uses to evaluate and remove content deemed misaligned. This approach offers transparency and user control over the filtering process, directly addressing the misaligned objectives of traditional recommendation systems.

Quick Start & Requirements

• Install: Load the chrome-extension folder as an unpacked extension in Chrome.
• Prerequisites: OpenAI API Key.
• Setup: Run npm install, then npm run build.
• Docs: [Not explicitly linked, but implied by development setup]

Highlighted Details

• Filters content using LLMs based on user-editable preferences.
• Aims to align recommendation feeds with user well-being.
• Offers transparency in content filtering decisions.

Maintenance & Community

• Project is developed by recalign.
• [No community links or contributor information provided in the README.]

Licensing & Compatibility

• [License not specified in the README.]
• [Compatibility for commercial or closed-source use not specified.]

Limitations & Caveats

The extension requires an OpenAI API key, incurring potential costs. The README does not specify the license or provide details on community support or project maintenance beyond the initial development setup.