Setup vector db

[Unskilledcrab]

Setup qdrant to store and search vectors

Setup fast api to make an API for running embeddings.

• https://qdrant.tech/documentation/quick-start/
• https://youtu.be/iWS9ogMPOI0?si=gMNsULKQeHHeBltj