Rag

Vectify AI is developed by researchers and professors from UCL, Oxford and Cambridge. Our products are powered by cutting-edge AI research.

Published on
March 12, 2024
Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
Paper RAG Fine-tuning
We introduce Model augmented fine-tuning (Mafin) -- a novel approach for fine-tuning a black-box embedding model by augmenting it with a trainable embedding model.
Published on
September 18, 2023
How to Improve Your OpenAI Embeddings?
Blog RAG Fine-Tuning Embedding
We introduce the fine-tuning augmented embedding (FAE), a method that can improve OpenAI's embedding model for your data.

Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning