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Update LLM with grounded graph knowledge
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Classroom Contents
KGARevision: A Knowledge Graph-Based Agent for Medical AI Question Answering
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- 1 Harvard has a problem w/ LLMs and RAG
- 2 Harvard Univ develops a new solution
- 3 The Generate Phase medical triplets
- 4 Review Phase of KGARevion
- 5 Multiple embeddings from LLM and Graphs
- 6 Alignment of all embeddings in common math space
- 7 Dynamic update of the Knowledge graph
- 8 Update LLM with grounded graph knowledge
- 9 Revise phase to correct incomplete triplets
- 10 Answer phase brings it all together
- 11 Summary
- 12 Performance analysis
- 13 All prompts for KGARevion in detail
