Post-retrieval Optimization

Reranking: Using Cross-Encoders to refine retrieval quality.

Summarization: Compressing context for the LLM context window.

Fusion: Rank Reciprocal Fusion (RRF) algorithms.

Iterative & Recursive Retrieval: Multi-step reasoning chains.

Advanced Post-Retrieval Patterns:

AstuteRAG: Resolving conflicts in retrieved information.

ChunkRAG: Optimizing chunk boundaries post-retrieval.

StructRAG: Handling structured data outputs.