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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | dsh-session-archive | MarkItDown |
|---|---|---|---|
| Platforms | DeepSeek Harness | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 | MIT |
| Stars | 3473 | 9384 | 191797 |
| Last activity | — | September 26, 2026 | — |
| Install complexity | تثبيت إضافة وتشغيل dsh web | Easy | سهل / Easy |
| Category | DevOps | Memory, Security, Workflow | Workflow, Research |
| Best use | For DSH developers diagnosing context growth, tool outputs, and compaction in long sessions. It estimates category composition and does not compact context automatically. | Use it when DSH sessions pile up and you need to identify old work, archive it first, then safely remove what is no longer needed while protecting running sessions. It fits recurring cleanup and finished projects; do not enable automatic deletion before previewing the policy and checking backups. | Best for a developer or analyst extracting text from several document formats before search or supplying selected passages to an AI agent. It provides a repeatable CLI command and Python library, while requiring review against the original. It is not intended for layout-perfect document publishing. |