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HeyBaldur / repository
An open-source AI-powered Post Value Validator built with TensorFlow. Automatically scores posts to highlight valuable content and reduce noise, spam, and low-quality posts in communities. Perfect for platforms seeking smarter, cleaner feeds.
An AI-driven post validation system that detects noise, spam, and low-value content to keep the GoConnect community high-quality and meaningful. This repository powers the post validation system used by GoConnect.dev. Its main purpose is to analyze and classify user-generated content, helping the platform maintain a feed focused on valuable, insightful, and community-driven posts.
The validator uses real-world examples of posts collected from different social networks, combined with feedback and ratings from real users, to understand which types of content truly contribute to meaningful discussions and which fall into categories like noise, spam, or low-value engagement.
By applying machine learning techniques through TensorFlow.js, this tool provides a consistent way to filter out irrelevant content while promoting posts that encourage learning, collaboration, and professional growth. In short, it acts as the quality gatekeeper of the GoConnect ecosystem.
git clone https://github.com/HeyBaldur/ai-post-validator.git
cd TensorFlowTrainer
npm install
ng serve # Angular frontend
npm start # Node.js backend
npm test
We love contributions 🙌. Fork the repo, create a branch, and submit a PR.