CompactRAG
Explains CompactRAG, a multi-hop RAG method using offline atomic QA pairs and fixed two-call inference.
Rag
Graph-based Agent Memory
Explains graph-based memory for LLM agents, including taxonomy, GAM consolidation, and hybrid retrieval.
Model Drift
Overview of model drift, detection, mitigation, and LLM-specific issues like knowledge staleness and provider drift.
Top-K in RAG Search
Explains top-k retrieval in RAG, tradeoffs for choosing k, reranking patterns, and similarity thresholds.