The Summarizer module in the proposed LLM agent framework performs final answer synthesis by interpreting aggregated knowledge graph data to identify performance bottlenecks and suggest causal factors by traversing relationships within the graph.

Authors

• Person: Not available Organization: arXiv
  Leveraging Knowledge Graphs and LLM Reasoning to Identify ...

Sources

• Leveraging Knowledge Graphs and LLM Reasoning to Identify ... arxiv.org arXiv via serper

Referenced by nodes (2)

• Knowledge Graph concept
• LLM-based agent concept