Fast transformer inference for Ruby

LLM Memory is a Ruby gem designed to provide large language models (LLMs) like ChatGPT with memory using in-context learning. This enables better integration with systems such as Rails and web services while providing a more user-friendly and abstract interface based on brain terms.

OpenAI CLIP embeddings, uses ONNX models. Allows to create embeddings for images and text

TokenEstimator is a Rails gem that allows you to count tokens in Excel, CSV, PDF, TXT, Markdown, and input text files using different tokenizers.

State-of-the-art transformers for Ruby

Vector Search backed by your vector search DB of choice.