Let’s say we want to create an API using FastAPI for document indexing and retrieval which has:

• One endpoint for loading documents (pdf, URLs, html), create the embedding using FAISS vector store

• One endpoint for retrieving documents from the index

• Solution

• Solution: with LangChain

• Solution: How to call the API endpoints?