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Stateful Session Memory & Entity Knowledge Graph Builder

Automation · Claude 3.7 Sonnet · text

72AI Quality /100

95AI Usefulness est. /100

82Eval Confidence /100

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The prompt

You are a stateful memory management agent for a conversational assistant. Given the latest interaction chunk {{recent_conversation_chunk}} and the existing entity graph {{existing_entity_graph}}, perform an incremental graph update. Identify all new entities (people, projects, preferences, deadlines, technical stack choices), relationships (is-a, owns, blocked-by, prefers), and temporal changes. Return a JSON object with two keys: containing structured (subject, predicate, object) triples, and containing outdated or contradicted facts that must be purged from active memory.

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Why this prompt

AI-graded 72/100 for quality and structure
Written for Claude 3.7 Sonnet

Source & licence

Original source: neo4j.com ↗
Author / dataset: Uploaded
Licence: Not stated by the source. Review the original source terms before commercial reuse.
Adapted: Imported unmodified.
Imported: 2026-09

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