Openclaw-Knowledge：给你的 OpenClaw 增加知识库，更懂你的业业务

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### 了解 openclaw 插件机制

- 从 workspaces/workspace-partme-ai/research/openclaw 了解 openclaw 最新的插件实现机制
- 从 openclaw 官方网站文档了解插件机制
Plugins
https://docs.openclaw.ai/tools/plugin
https://docs.openclaw.ai/plugins/community
https://docs.openclaw.ai/plugins/bundles
https://docs.openclaw.ai/plugins/voice-call
Building Plugins
https://docs.openclaw.ai/plugins/building-plugins
https://docs.openclaw.ai/plugins/sdk-channel-plugins
https://docs.openclaw.ai/plugins/sdk-provider-plugins
https://docs.openclaw.ai/plugins/sdk-migration
SDK Reference
https://docs.openclaw.ai/plugins/sdk-overview
https://docs.openclaw.ai/plugins/sdk-entrypoints
https://docs.openclaw.ai/plugins/sdk-runtime
https://docs.openclaw.ai/plugins/sdk-setup
https://docs.openclaw.ai/plugins/sdk-testing
https://docs.openclaw.ai/plugins/manifest
https://docs.openclaw.ai/plugins/architecture
Web Hooks
https://docs.openclaw.ai/plugins/sdk-overview
https://docs.openclaw.ai/plugins/sdk-runtime
https://docs.openclaw.ai/automation/hooks
https://docs.openclaw.ai/plugins/webhooks
Agent Harness
https://docs.openclaw.ai/plugins/sdk-runtime
https://docs.openclaw.ai/plugins/sdk-agent-harness
https://docs.openclaw.ai/plugins/codex-harness

### openclaw-knowledge 插件

了解 ~/workspaces/workspace-partme-ai/research/cherry-studio 项目
- 重点关注知识库的创建、查询、嵌入、删除等与知识库相关逻辑
- openclaw-knowledge 要参考 cherry-studio 中关于知识库的实现，结合代码和下面的地址 https://docs.cherry-ai.com/knowledge-base/emb-models-info，实现提到的所有 embedding 对接逻辑

了解 ~/workspaces/workspace-partme-ai/research/MaxKB 项目
- 特别关注 MaxKB 对外提供的知识库相关接口
- openclaw-knowledge 整合 MaxKB，实现 2 级别知识库