Title: Week 07 Resources
Course: AIINFRA 301: Production RAG & LLMOps — Observability and Evaluation > Section: Week 07 — Cross-Encoder Rerankers and Query Rewriting/Expansion

📚 Resources

- Title: cross-encoder/ms-marco-MiniLM-L-6-v2 reranker: https://sbert.net/docs/cross_encoder/pretrained_models.html
- Title: HyDE and LangChain MultiQueryRetriever: https://medium.com/theultimateinterviewhack/hyde-query-expansion-supercharging-retrieval-in-rag-pipelines-f200955929f1
- Title: Two-stage retrieve-and-rerank with a cross-encoder: https://sbert.net/examples/sentence_transformer/applications/retrieve_rerank/README.html
- Title: Query expansion / HyDE + reranking: https://aksdesai1998.medium.com/improving-rag-with-query-expansion-reranking-models-31d252856580
- Title: Cohere Rerank API: https://medium.com/@vaibhav-p-dixit/reranking-in-rag-cross-encoders-cohere-rerank-flashrank-c7d40c685f6a
- Title: RAG Query Augmentation: Expansion & Transformation: https://apxml.com/courses/optimizing-rag-for-production/chapter-2-advanced-retrieval-optimization/query-augmentation-rag

Week 08 · Advanced Retrieval Patterns: GraphRAG and Agentic RAG

Notion ID: 392c08fd-0278-81ab-885b-f9a80b5c63f0 Notion URL: https://app.notion.com/p/392c08fd027881ab885bf9a80b5c63f0