Advanced Topics¶

Deep dive into advanced features and internals.

📚 Documentation¶

K-Means Clustering¶

• K-Means Algorithm - K-Means clustering basics
• Real-Time K-Means - Live cluster updates
• GPU Implementation - GPU-accelerated K-Means
• Metal Optimizations - Apple Silicon optimizations

Embeddings¶

• Local GGUF Models - Local embedding models
• Ollama Integration - Ollama setup
• OpenAI Integration - OpenAI API

Advanced Features¶

• Search Evaluation - Eval harness
• Custom Functions - UDF development
• Extending NornicDB - Plugin development

🎯 Topics¶

K-Means Clustering¶

Learn how to use K-Means clustering on embeddings for improved search and organization.

Explore K-Means clustering →

Embeddings¶

Generate and manage vector embeddings locally or via API.

Explore embeddings →

Extensibility¶

Extend NornicDB with custom functions and plugins.

Learn about plugins →

Start exploring → K-Means Clustering