Our EmbedElite plugin was featured on the official Microsoft Semantic Kernel blog after winning their Plugin Hackathon.

Microsoft called it “a game-changer for context retrieval” - high praise from the team building the AI orchestration layer.

What is EmbedElite?

EmbedElite is an embeddings marketplace that lets you plug enterprise-grade context retrieval into any LLM workflow. Instead of managing your own vector database and embeddings pipeline, you connect to pre-built, optimized indexes.

The Semantic Kernel Integration

The plugin integrates directly with Microsoft’s Semantic Kernel, making it trivial to add semantic search to any AI agent:

var kernel = Kernel.CreateBuilder()
    .AddEmbedElitePlugin(apiKey)
    .Build();

From there, your AI can search across documents, find relevant context, and ground its responses in real data.

Read the Full Article

The Microsoft team wrote up the full story on their DevBlog:

Read on Microsoft DevBlog

This was a fun project that pushed me deeper into the AI/LLM space - skills I later used building Audioscrape’s MCP integration for Claude.