Building a Retrieval Pipeline — Retrieval-Augmented Generation (RAG)…
Combining every technique into one flow
Steps in Building a Retrieval Pipeline
- Designing an End-to-End Retrieval Pipeline — beginner · Combining chunking, filtering, hybrid search and re-ranking into one flow
- Query Understanding and Rewriting — beginner · Improving retrieval by transforming the user's query first
- Query Expansion Techniques — beginner · Broadening a query to catch relevant results phrased differently
- Handling Multi-Part and Complex Queries — beginner · Decomposing queries that need information from multiple sources
- Retrieval Pipeline Observability — beginner · Logging and tracing retrieval decisions for debugging
- Case Study: A Production Retrieval Pipeline — beginner · Walking through real architecture decisions for a shipped RAG system
Part of
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path