Structured Data RAG (SQL and Databases) — Roadmap Step & Resources
Grounding answers in structured, queryable data
- 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: Structured Data RAG (SQL and Databases).
- LangChain Documentation (Article) — Official documentation on combining multiple data sources in a retrieval layer. Relevant to: Structured Data RAG (SQL and Databases).
Part of
- Multi-Source and Multi-Modal RAG — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path