Scaling Vector Databases — Roadmap Step & Resources
Sharding, replication and scaling strategies for large indexes
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- Pinecone Learning Center (Article) — A vector database provider's extensive educational content on embeddings, retrieval and RAG architecture. Background reading/viewing for: Scaling Vector Databases.
Part of
- Vector Database Operations at Scale — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path