About This Demo

About This Site

MyStream is a fictional social media platform. It was created by Tag1 Consulting to demonstrate the capabilities of Scolta, an open-source AI-powered search platform, on a Laravel-based social networking application with user-generated content.

What You Are Looking At

This site is a Laravel demonstration built to show how Scolta performs on short-form, user-generated content typical of social media platforms. The site contains thousands of posts, hashtags, and user profiles covering a wide range of topics including technology, science, culture, and current events.

The content illustrates how Scolta can handle the informal, hashtag-heavy, short-form writing style of social platforms — a challenging indexing scenario that differs significantly from long-form editorial or technical content.

What Scolta Does Here

The search bar uses Scolta to let you explore posts and discussions using natural language. Try these example queries:

• "posts about renewable energy"
• "discussions about artificial intelligence"
• "what are people saying about climate change?"
• "technology news"

Scolta uses Pagefind for full-text indexing, Claude via the Anthropic API for query expansion and AI-generated overviews, and a custom BM25-based scoring layer adapted for short-form content.

About Tag1 Consulting

Tag1 Consulting is one of the leading Drupal development and consulting firms in the world. Tag1 built and open-sources Scolta as a demonstration of what AI-augmented content discovery can look like on modern web platforms — including Laravel social applications. For more information about Tag1 and Scolta, visit tag1.com.

Reuse and Attribution

If you are evaluating Scolta for your organization and have questions about how this demo was built or how to implement Scolta for your use case, contact Tag1 Consulting.