Visualizing FAISS Vector Space and Adjusting RAG Parameters to Improve Result Accuracy

Visualizing FAISS Vector Space and Adjusting RAG Parameters to Improve Result Accuracy

Source: DeepHub IMBA This article is approximately 3600 words long, and it is recommended to read it in 7 minutes. In this article, we will use the visualization library renumics-spotlight to visualize the multi-dimensional embeddings of the FAISS vector space in 2-D, and explore the possibility of improving the accuracy of RAG responses by changing … Read more