AI Project: Scaling RAG with Pinecone (Cloud Vector Databases)

In this post, Ahmed Nabil discusses scaling a RAG chatbot from a local setup using FAISS for 1,000 documents to a cloud-based solution capable of handling 100 million documents with Pinecone. The article explores the technical challenges and solutions involved in this scaling process.