Sir I use faiss as vector db, it takes time in similarity search on my local system, which is mcbook air. Do you think a Vector db like qdrant help me retrieve the results under 10 seconds lets say in a 25 page RAG pdf, made using langchain, ollama or more than vector db it is the gpu which is important to fetch results.
