X @Avi Chawla

RT Avi Chawla (@_avichawla)Traditional RAG vs. HyDE, visually explained!RAG is great, but it has a major problem:Questions are not semantically similar to their answers.Consider an example where you want to find context similar to "What is ML?"It is likely that "What is AI?" will appear more similar than "Machine learning is fun."This semantic dissimilarity leads to several irrelevant contexts being retrieved during the retrieval step.HyDE solves this issue.The visual below illustrates how this approach dif ...