Qdrant Vector DB Embedding Pipeline

Automates embedding of JSON documents from FTP into Qdrant vector DB using OpenAI embeddings. Uses FTP for file retrieval, OpenAI 'text-embedding-ada-002' for embeddings, Qdrant Vector Store for storage, and Langchain nodes for splitting and loading. Ideal for semantic search setups.