An LLM agent using a chain-of-thought flow to answer a question about the founders of Prosper Robotics follows this procedure: (1) separates the query into sub-questions ('Who is the founder of Prosper Robotics?' and 'What’s the latest news about the founder?'), (2) queries a knowledge graph to identify the founder as Shariq Hashme, and (3) rewrites the second question to 'What’s the latest news about Shariq Hashme?' to retrieve the final answer.

Authors

• Person: Not available Organization: Neo4j
  How to Improve Multi-Hop Reasoning With Knowledge Graphs and ...

Sources

• How to Improve Multi-Hop Reasoning With Knowledge Graphs and ... neo4j.com Neo4j via serper

Referenced by nodes (3)

• Knowledge Graph concept
• chain-of-thought concept
• LLM-based agent concept