Designing an End-to-End Retrieval Pipeline — Roadmap Step & Resources
Combining chunking, filtering, hybrid search and re-ranking into one flow
- 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: Designing an End-to-End Retrieval Pipeline.
- LangChain Documentation (Article) — Official documentation on building end-to-end retrieval pipelines. Relevant to: Designing an End-to-End Retrieval Pipeline.
Part of
- Building a Retrieval Pipeline — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path