The Embedding Large Language Model Experiential retrieval Service (ELLMERS) is a simple tool for testing LLM embedding strategies for document retreival. It is designed to be simple to use and easy to extend.

• Support for multiple LLM models
• Support for differnt instruction transformations
• Support for multiple dimensionalities for testing
• Support for different storage backends
• Support for different retreival strategies
• Support for different document formats

• Steven Roussey

• Getting Started
• Architecture
• Extending the System

Demo