The Basic RAG Pipeline — Roadmap Step & Resources
Ingest, embed, store, retrieve, generate as the core loop
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering embedding models and retrieval-related libraries. Background reading/viewing for: The Basic RAG Pipeline.
- Pinecone Learning Center (Article) — A vector database provider's educational content on RAG architecture. Relevant to: The Basic RAG Pipeline.
Part of
- Prompt Engineering Fundamentals — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path