Improve Search
Embedding choice, chunking strategies, and retrieval evaluation using Python ecosystem tools.
| Tutorial | Objective | Stack | Time | Level |
|---|---|---|---|---|
| Measuring Retrieval Relevance | Build a labeled golden set and score retrieval relevance with ranx. | Python | 40m | Intermediate |
| Evaluating Pipeline Output Quality | Score a RAG pipeline with Ragas and isolate retrieval vs generation failures. | Python | 45m | Intermediate |
| Query Decomposition for Multi-Hop Questions | Answer multi-hop questions by retrieving in steps, with an LLM asking the next sub-question. | Python | 15m | Intermediate |