Building full-firm knowledge graphs to dramatically speed up agents
- We gave an agent a knowledge graph of the whole firm and asked it five firm-wide questions.
- It answered them just as accurately, with:73%less time to answer92%fewer input tokens read66%fewer model callsBuilding the graph took almost no model tokens.
- General drafting rules read matter records as they are already written, augmented only when LLM mapping is required.
Unverified
- We gave an agent a knowledge graph of the whole firm and asked it five firm-wide questions.
- It answered them just as accurately, with:73%less time to answer92%fewer input tokens read66%fewer model callsBuilding the graph took almost no model tokens.
- General drafting rules read matter records as they are already written, augmented only when LLM mapping is required.
Sources: Lexifina