KnowWork
An enterprise private-deployment AI Agent platform built on DeepSeek Harness and released under the Apache license. It supports one-command deployment, session-level sandbox container isolation, RAG-based policy question answering with traceable citations, task planning and to-do lists, file deliverables, and runtime audit logs.
Timeline (last 90 days)
KnowWork is built on DeepSeek Harness.
KnowWork is open-sourced under the Apache License.
KnowWork's container images are hosted on Alibaba Cloud's domestic nodes, so they can be pulled directly within China.
Deploying KnowWork requires only one command, and after installation no additional configuration of a model gateway or setup of a vector database is needed.
All of KnowWork's commands run in the session's own sandbox container and never touch the host machine.
KnowWork's policy Q&A feature annotates each conclusion with its cited source when answering, and the retrieved document snippets can be expanded and viewed.
When handling multi-step tasks, KnowWork first lists a to-do checklist and proactively asks the user for confirmation at key points.
KnowWork's to-do checklist supports resuming after an interruption, and after the user adds requirements it can continue along the same checklist rather than generating from scratch.
What KnowWork delivers are real files (such as Word, HTML, and PPT), which can be previewed online within the interface.
KnowWork records each round of tool calls, parameters, and token consumption, and provides audit logs and an admin console for authorizing knowledge bases by department.
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All Facts (11)
KnowWork is built on DeepSeek Harness.
50%UnverifiedKnowWork is open-sourced under the Apache License.
50%UnverifiedKnowWork's container images are hosted on Alibaba Cloud's domestic nodes, so they can be pulled directly within China.
50%UnverifiedDeploying KnowWork requires only one command, and after installation no additional configuration of a model gateway or setup of a vector database is needed.
50%UnverifiedAll of KnowWork's commands run in the session's own sandbox container and never touch the host machine.
50%UnverifiedKnowWork's policy Q&A feature annotates each conclusion with its cited source when answering, and the retrieved document snippets can be expanded and viewed.
50%UnverifiedWhen handling multi-step tasks, KnowWork first lists a to-do checklist and proactively asks the user for confirmation at key points.
50%UnverifiedKnowWork's to-do checklist supports resuming after an interruption, and after the user adds requirements it can continue along the same checklist rather than generating from scratch.
50%UnverifiedWhat KnowWork delivers are real files (such as Word, HTML, and PPT), which can be previewed online within the interface.
50%UnverifiedKnowWork records each round of tool calls, parameters, and token consumption, and provides audit logs and an admin console for authorizing knowledge bases by department.
50%UnverifiedKnowWork's product positioning focuses on private deployment, permission isolation, and audit trails rather than general conversational capability.
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