mode RAG Advanced
rag-eval-expert-mode
RAGAS metrics, needle-in-haystack, RULER, golden sets, faithfulness and context precision/recall
More in RAG Advanced
mode
agentic-rag-expert-mode
Agent loops over retrieval — tool-calling search, query decomposition, iterative refinement
View → modechunk-strategy-expert-mode
Fixed, recursive, semantic, proposition-based, document-aware chunking deep-dive
View → modecolbert-expert-mode
ColBERT v2 / late interaction retrieval, MaxSim, RAGatouille, indexing tradeoffs
View → modecontextual-retrieval-expert-mode
Anthropic's Contextual Retrieval — prepend chunk-specific context before embedding
View → modecrag-expert-mode
Retrieval evaluator + web search fallback when knowledge base is insufficient
View → modegraphrag-expert-mode
Microsoft GraphRAG — entity/community extraction, hierarchical summarization, local vs global queries
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