Equation 34 · Part 1 · Naive, Graph, and Agentic: A Systems Comparison of RAG Architectures
Symbol L_LLM^(i)
What this part means
LM^(i) is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Its job in the formula
LM^(i) is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol L_LLM^(i)→Article meaning
The passage around this formula
A single latency model makes the difference between the first three rows and the last two concrete. Writing for query encoding, and and for the retrieval and generation cost of round i ,
Learn the underlying idea
A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.
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Sources cited in the article section
- [7] Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ↗
- [4] From Local to Global: A Graph RAG Approach to Query-Focused Summarization ↗
- [9] Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection ↗
These citations provide research context; check each source for the exact claim it supports.