Facebook AI Similarity Search is an open source library for search by semantic similarity. It can act as an in-memory vector store for [[Retrieval Augmented Generation|RAG]] applications. Use [[LangChain]] to access FAISS for RAG. ```python from langchain.vectorstores import FAISS vectorstore = FAISS.from_documents( documents=chunks, embeddings=embeddings ) ```