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okf-agent-memory/knowledge/project/overview.md
sknr 64d8fb4323 docs(knowledge): add dual-memory architecture concept and update doc source references 
- Add knowledge/convention/dual-memory-architecture.md with graph links to principles and layers
- Update relative source references in knowledge concepts to point to categorized docs paths
- Record changes in knowledge/log.md and sync knowledge/index.md
2026-09-15 11:48:55 +02:00

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type title description resource tags generated status sources
Project OKF Agent Memory Overview A domain-neutral persistent project-memory system for AI agents based on the Open Knowledge Format (OKF) v0.2. https://okf-memory.dev
agent-memory
okf
architecture
open-standard
okf-memory-dev
by at
agent/gemini-3.7-flash 2026-09-01T09:43:00Z
stable
id resource title last_modified
convention ../../docs/spec/CONVENTION.md OKF Agent Memory Convention v0.1 2026-08-27
id resource title last_modified
roadmap ../../docs/project/ROADMAP.md OKF Agent Memory Project Roadmap 2026-08-27
id resource title
spec https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/main/okf/SPEC.md Open Knowledge Format (OKF) v0.2 Specification

OKF Agent Memory

The OKF Agent Memory project provides an open, vendor-neutral, and domain-agnostic persistent memory layer for AI agents, built directly on Google's Open Knowledge Format (OKF) v0.2.1

Problem & Vision

Conversations with AI agents are temporary and ephemeral. When a context window resets or a new session starts, valuable discoveries, architectural decisions, and domain facts are lost unless stored systematically.2

Traditional solutions often rely on proprietary vector databases, locked memory APIs, or unstructured scratchpads. OKF Agent Memory solves this by treating an OKF knowledge bundle inside the repository (knowledge/) as the single source of persistent truth.

flowchart LR
    A[AI Agent] -->|Reads / Queries| K[knowledge/ bundle<br/>OKF v0.2]
    A -->|Discovers & Persists| K
    H[Human Developer] -->|Inspects & Edits| K

Key Capabilities

  1. Open Knowledge Format (OKF) v0.2 Specification ↩︎

  2. OKF Agent Memory Convention v0.1 ↩︎