Forget RAG? Introducing KIP, a Protocol for a Living AI Brain
7 hours ago
- #AI
- #Machine Learning
- #Knowledge Graph
- KIP (Knowledge Interaction Protocol) is an open-source specification designed to give AI a structured, persistent memory.
- Unlike RAG, which retrieves static text, KIP enables interaction with a structured knowledge graph for precise reasoning.
- KIP supports stateful memory, allowing AI to update and correct its knowledge over time (UPSERT).
- KIP facilitates cognitive symbiosis between the LLM (Neural Core) and the knowledge graph (Symbolic Core).
- KIP uses KQL/KML for declarative, human-readable queries and knowledge manipulation.
- Knowledge in KIP is stored as Concept Nodes and Proposition Links in a graph, enabling complex relationships.
- KIP provides explainability and auditability, showing exact queries used for answers.
- KIP allows AI to evolve its schema over time, starting from a 'Genesis Capsule.'
- KIP aims to create AI that learns, is trustworthy, and has a stable self-identity.
- A Rust SDK and implementation (Anda DB) are already available.