dsh-local-ai

🤖 dsh-local-ai

• 1024 store channel: npm i -g dsh1024 once, then dsh1024 plugin --profile web add dsh-local-ai (counts toward the deepseek1024.com install ranking).

Local-model (Ollama) integration for DeepSeek Harness.

Discover, pull, remove, and inspect local models, route requests to them by task type or keyword with automatic fallback to the cloud, and get a one-shot status overview via /ollama.

Official repository. This is the only official repository of dsh-local-ai, maintained by PerryLink. Same-name repositories under other accounts are not affiliated.

English · 简体中文 · Español · Português · हिन्दी

dsh plugin --profile <name> add dsh-local-ai

📖 Ecosystem knowledge base — measured data, not marketing: plugin development guide · plugin-selection data · maintenance criteria.

Install & uninstall

• git channel (latest main): dsh plugin --profile web add github:PerryLink/dsh-local-ai — the prepare script builds with production dependencies only.
• npm channel (published releases): dsh plugin --profile web add dsh-local-ai.
• tarball channel: pnpm pack in this repo, then dsh plugin --profile web add ./dsh-local-ai-<version>.tgz.
• uninstall: dsh plugin --profile web remove dsh-local-ai (or remove the row from the profile patch).

If pnpm reports ERR_PNPM_IGNORED_BUILDS for this package, add allowBuilds: { esbuild: true } to your pnpm-workspace.yaml — the dsh CLI prints the exact snippet.

⭐ 如果它帮到了你

这个插件是 DSH 插件家族的一员（95 个，全部 Apache-2.0）。如果你在用，给个 star —— 它不会解锁任何功能，但会让下一个人在搜索里更容易找到它。

English: part of a 95 plugin family for DeepSeek Harness. If it is useful, a star helps the next person find it — nothing is gated behind it.

What is dsh-local-ai?

Local-model (Ollama) integration for DeepSeek Harness.

Discover, pull, remove, and inspect local models, route requests to them by task type or keyword with automatic fallback to the cloud, and get a one-shot status overview via /ollama.

The same run, animated.

Compatibility

Surface	Status
Harness	DeepSeek Harness dsh-v0.2.1-alpha.1 (verified 2026-10-04: three typecheck rulers (installed, CI, checkout) + 142 tests + self-contained/artifacts gates; the 0.1.7 content-block union is adapted — a tool result is a first-class tool-role message, and a pre-0.1.7 tool-result wrapper is still read for old logs). The peer range admits every supported line: >=0.1.2-rc.1 <0.2.0 || >=0.1.5-alpha.1 <0.2.0 || >=0.1.6-0 <0.2.0 || >=0.1.7-0 <0.2.0 || >=0.2.0-0 <0.3.0 || >=0.2.1-0 <0.3.0; dev/test pins are 0.2.0-rc.2.
Node	^22.19.0 || >=24.0.0
Backend	Ollama (local HTTP API + CLI probe)
Model	Text-only route (inputModalities: ['text']); tool calls and tool results are supported

What you get

dsh-local-ai makes Ollama a first-class local provider in DeepSeek Harness:

• Discovery & management — ollama_list (installed models, running models, disk usage), ollama_show (parameter size, quantization, context length), ollama_pull, and ollama_remove.
• Health check — process liveness (via the ollama CLI) and API responsiveness (via /api/version), reported as two independent signals.
• Official adapter — the ollama provider route is registered through ctx.llm.registerAdapter (LlmAdapter), with configurable model mapping and temperature / max-tokens / stop translation.
• OpenAI-compatible backends — LM Studio, vLLM, and llama.cpp --server each register as their own openai:<name> provider through the same LlmAdapter seam, reusing one OpenAI /v1/chat/completions adapter (text-only route).
• Local routing — model_route rules route requests to a local model by task type (purpose), case-insensitive keyword, or always, with automatic fallback to the cloud when the local route fails before producing content.
• /ollama command — a one-shot status overview: models, disk usage, health, and suggestions.
• Zero dependencies, HTTP first — everything talks to Ollama's HTTP API (the CLI is used only for the process probe); no model files are bundled.

request (loop)
   │ llm/stream waterfall
   ├─ rule matches? ──▶ route to ollama ──▶ Ollama /api/chat (NDJSON stream)
   │              └─▶ route to openai:<name> ─▶ /v1/chat/completions (SSE)
   │                        └─ fails first ─▶ fall back to cloud (next())
   └─ no match ──▶ cloud provider
tools ──▶ /api/tags · /api/ps · /api/show · /api/pull · /api/delete
health ──▶ /api/version (API) + ollama list (process)

Quick start

dsh plugin --profile web add github:PerryLink/dsh-local-ai

# 1. install the bundle into your profile
dsh plugin --profile web add github:PerryLink/dsh-local-ai

# or from npm (published releases)
dsh plugin --profile web add dsh-local-ai

# 2. configure routing in your profile patch (cordis.yml) and restart
dsh --profile web

Minimal routing configuration (the rule ships commented out in cordis.patch.yml):

- insert:
    - id: dsh-local-ai
      name: dsh-local-ai
      config:
        route:
          - model: llama3.2
            keywords: ["confidential", "offline"]

Then verify the row mounts:

dsh --profile web --dump-config | grep -A2 'id: dsh-local-ai'

Configuration

All tunables are Schemastery Config fields (changeable from cordis.yml). An id-targeted override replaces the whole row — restate every key you need. cordis.patch.yml documents each key inline.

Key	Default	Meaning
baseURL	http://127.0.0.1:11434	Ollama HTTP API base URL; /api/* paths are appended
requestTimeoutMs	30000	Per-request HTTP timeout (milliseconds)
graceMs	15000	Subprocess terminate grace for the health-check CLI probe
defaultContextWindow	8192	Context capacity used when a model has no exact value
maxTokens	4096	Per-request output cap used when a model has no exact value
temperature	(none)	Default sampling temperature (0..2); omitted leaves the provider default
vision	true	Declare and serialize image support when the model reports vision; false keeps the route text-only
visionCacheTtlMs	30000	Milliseconds a /api/show capability probe stays cached (0 disables caching; a pull or remove invalidates that model)
models	[]	Harness-visible → Ollama model mappings
models[].name	(required)	Harness-visible model name (GenerateOptions.model)
models[].model	= name	Ollama model id
models[].contextWindow	(none)	Per-model context capacity
models[].maxTokens	(none)	Per-model output cap
models[].temperature	(none)	Per-model sampling temperature
backends	[]	OpenAI-compatible local backends (LM Studio / vLLM / llama.cpp)
backends[].name	(required)	Backend name; registers provider id openai:<name>
backends[].baseURL	(required)	Backend base URL including /v1, e.g. http://127.0.0.1:1234/v1
backends[].apiKey	(none)	Optional bearer API key (most local servers leave it empty)
backends[].models	[]	Harness-visible → backend model mappings
backends[].maxTokens	4096	Per-backend output cap used when a model has no exact value
backends[].temperature	(none)	Per-backend sampling temperature
route	[]	Local-model routing rules (first match wins)
route[].model	(required)	Target local model name
route[].provider	ollama	Target provider id: ollama or openai:<name>
route[].purpose	(none)	Task type match: compaction / session-title
route[].keywords	[]	Case-insensitive request keywords
route[].always	false	Route every eligible request to this model

Tools & surfaces

Surface	Kind	What it does
ollama_list	tool	List installed models, running models, and disk usage
ollama_show	tool	Show parameter size, quantization, context length, family, format
ollama_pull	tool	Pull (download) a model
ollama_remove	tool	Remove a model
ollama_health	tool	Process liveness + API responsiveness
/ollama	command	One-shot status overview (models + health + suggestions)

Consumes the public host services ctx.llm (registerAdapter), ctx.tools, ctx.subprocess (CLI probe), and ctx.commands. It registers no llm/stream short-circuit by default — the routing listener passes through (next()) unless a rule matches.

Permissions & data

• Permissions: network:outbound to the Ollama endpoint you configure; no native code, no filesystem access, no storage.
• Data: every model list/detail, health fact, and error message shown to the model or the user is sanitized (endpoint userinfo and secret query params dropped, control characters stripped, lengths bounded) before display. Tool and command results are logged by the harness's own tool/command seams.
• Credentials: the plugin stores and reads no credentials. It only issues HTTP requests to the endpoint you configure, plus the local ollama list process probe.

Security boundaries

• No re-routing by default — the route list is empty unless you opt in; a request reaches a local model only through an explicit rule or an explicit ollama provider selection.
• Sanitize before display — endpoint addresses and local paths are sanitized before they reach tool output, the /ollama command, or error messages.
• Zero bundled models — downloads and storage are Ollama's own responsibility; nothing is shipped in the package.
• Failure loud, failure contained — invalid config fails the mount; a local route that fails before producing content falls back to the cloud (next()), so a down Ollama never bricks a conversation. One carve-out: a failure carrying IMAGE_OFFLOAD_REQUIRED is rethrown instead of retried on the cloud — that code is the official offload circuit asking this same local route to drop retained images, and falling back would skip the circuit while silently sending a local-only request to a remote provider.
• Model-visible ⟺ logged — routing only changes which provider serves a request (the assistant message is logged with its ollama provenance); no new model-visible input is invented.

Known limitations

• npm 0.2.0-rc.2 — developed and tested against @deepseek-ai/dsh@0.2.0-rc.2; newer harness baselines are expected to work but are verified by the monthly compat workflow.
• Vision when the model reports it — models whose /api/show capabilities include vision declare inputModalities: ["text","image"] and carry base64 image payloads on user messages (opt out with vision: false); text-only models still reject image content (UNSUPPORTED_CONTENT).
• Mid-stream fallback — once a local route has started producing content, a later failure is forwarded (not retracted); only a failure before the first token falls back to the cloud.

Development

pnpm install        # node ^22.19 || >=24
pnpm run typecheck  # tsc: src + tests against the published 0.2.0-rc.2 types
pnpm run typecheck:ci  # strict tsc against published rc.2 types (skipLibCheck off)
pnpm test           # vitest: real Context/LlmRuntime/ToolRuntime/CommandRuntime/subprocess seams
pnpm run test:coverage  # coverage gate (90/80/90/90)
pnpm run build      # tsdown bundle + tsc declarations (lib/)
pnpm run verify:self-contained  # dependency specs resolve from the registry
pnpm run verify:artifacts       # built ESM face + bundle patch present
node scripts/check-readme-sync.mjs  # five-language README sync gate
node scripts/check-endpoints.mjs  # M3 endpoint-liveness probe (Ollama /api/version)
pnpm pack           # the published tarball

Interoperability with other DSH plugins

Verified against DSH 0.2.0-rc.2 (the runtime this README ships for) and the high-star plugin set surveyed on 2026-10-05.

This plugin does not interfere with other plugins, including the widely installed high-star ones:

• No tool-name collision. Every tool is namespaced; no bare name owned by a shipped tool or another plugin is registered.
• No service-key collision. It provides no service key at all, so it cannot collide on one.
• No slot collision. It registers no client slot key, so it cannot contend for a shadows-shipped-ui seat.
• No HTTP route collision. It registers no webServer prefix.
• No patch-layer collision. The bundle patch only inserts its own row; it never overrides a built-in row's config.
• No global mutation. It does not patch prototypes, rewrite process.env, or replace the global fetch dispatcher.

Shared event listeners are non-interfering by construction. It observes the ordering-sensitive event llm/stream with ctx.on() — Cordis's broadcast registration, where every listener runs and none can starve another. Every listener here delegates through next(), so the chain is never short-circuited, and a mutation is applied to the value next() produced rather than returned in its place:

• llm/stream — also used by dsh-routing-suite (7000★).

Static evidence: dsh-plugin-doctor K10–K13 report pass for every check on this repository.

Topics

dsh, dsh-plugin, deepseek-harness, deepseek, cordis, ollama, local-llm, local-models, offline, privacy, model-routing

Contributors

• @PerryLink — creator and maintainer: adapter, routing, tools, health check, sanitization, and the five-language docs.
• @LABEST-IA — tool-call CallId fix (PR #2), and the tool-call slot and vision-support reports (issues #1, #3, #5).

PerryLink DSH Plugin Family

This project is one of the 87 actively maintained DeepSeek Harness plugins from PerryLink. The family roster is 95 plugins in total — 5 frozen, 3 retired — and stays collapsed below so every README keeps a short first screen. Expand it to see every row, with the reason in the Status column.

Expand all 95 plugins

Plugin	One-liner	Status
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dsh-archive-check	档案归档完整性与保管期限核对（依据《档案法》及配套规定，仅提示差异，不作出定性结论）
dsh-auto-review	Second-model auto-review on the approval chain, fail-closed by default
dsh-autotier	Automatic strong/cheap model-tier routing with deterministic risk guards and a /tier command
dsh-background-agents	Durable background child agents with a Web UI sidebar, messaging and interrupt	🚫 RETIRED — see the repo README
dsh-bid-ca-precheck	投标文件符合性预检（按招标文件逐条核对响应情况，仅提示差异，不作出定性结论）
dsh-bid-qual-check	投标人资格条件核对（按资格条件与证明材料核对逐条响应，仅提示差异，不作出定性结论）
dsh-budget	Cost governance for DeepSeek Harness: budgets, carbon, and latency in one panel.	🧊 FROZEN — see the repo README
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dsh-checkpoint-rewind	Claude Code /rewind-equivalent: snapshots, session forks, one-shot restore
dsh-claude-move	Migrate Claude Code sessions, memory, skills and CLAUDE.md into DSH	🧊 FROZEN — see the repo README
dsh-click	Cross-platform native desktop control for DeepSeek Harness — Windows first.
dsh-composer-history	Terminal-style input history for the web composer: arrows, Ctrl+R search
dsh-contract-stance	合同条款立场台账核对（按立场、风险等级与退让底线核对台账自洽，仅提示差异，不作出定性结论）
dsh-customs-doc-check	报关单证一致性核对（按公开的报关单填制规范核对单证间字段一致性，仅提示差异，不作出定性结论）
dsh-data-quality	Dataset quality checks and citation cross-checks (the optional numeric bridge consumed here)
dsh-defend	Prompt-injection, jailbreak, and secret-leak defense for DeepSeek Harness.	🧊 FROZEN — see the repo README
dsh-demurrage-ledger	滞箱费台账核对（按免箱期与费率核对超期天数与金额的自洽性，仅提示差异，不作出定性结论）
dsh-doublecheck	Engineering-discipline guard: requirements grill, test gates, adversary review
dsh-draw	Unified static-image generation routing for DeepSeek Harness.	🧊 FROZEN — see the repo README
dsh-drill-script-check	应急演练脚本核对（按阶段、响应分级、指挥与资源要素核对脚本齐备，仅提示差异，不作出定性结论）
dsh-eia-guide-check	环评导则适用性核对（按要素、导则名称与执行标准核对台账自洽，仅提示差异，不作出定性结论）
dsh-emergency-plan	应急预案要素齐备性与条款级页码定位（依据 GB/T 29639-2020 等公开文件，仅提示差异，不作出定性结论）
dsh-essay-rubric-check	作文量表评分核对（按评分项、原文定位与分值算术核对评分自洽，仅提示差异，不作出定性结论）
dsh-evidence-check	证据清单齐备性核对（按待证事实与证据要素核对清单自洽，仅提示差异，不作出定性结论）
dsh-export-ctl-check	出口管制物项核对（按管制清单、最终用途与许可证核对台账齐备，仅提示差异，不作出定性结论）
dsh-fast	Read-only performance diagnostics for DeepSeek Harness.
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dsh-gongwen-word-check	公文格式要素核对（按公开的党政机关公文格式标准核对版头与主体要素，仅提示差异，不作出定性结论）
dsh-guard-plan-qc	劳动保护与安全防护用品配置表核对（按公开的配备标准核对品名规格与配置数量，仅提示差异，不作出定性结论）
dsh-hazchem-check	危险化学品临界量与重大危险源辨识核对（按储存量与临界量核对台账自洽，仅提示差异，不作出定性结论）
dsh-hazplan-check	HAZOP 分析表要素齐备性与偏差推导一致性核对（依据公开的危险与可操作性分析标准，仅提示差异，不作出定性结论）
dsh-hidden-risk-map	安全隐患台账→《工贸企业重大事故隐患判定标准》（应急管理部令第10号）条款映射提示（仅提示差异，不作出定性结论）
dsh-hs-classify	商品归类层级一致性核对（按章、品目、子目与商品编号的层级关系核对自洽，仅提示差异，不作出定性结论）
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dsh-library	Local document knowledge base for DeepSeek Harness.
dsh-local-ai	Local-model (Ollama) integration for DeepSeek Harness.
dsh-lsp-actions	LSP diagnostics, formatting, completion, code actions and rename over language servers
dsh-mask	PII masking middleware: anonymize at the model boundary, restore at the display layer
dsh-mcp-panel	Read-only MCP runtime panel: /mcp command + Settings tab with status, tools and errors
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dsh-memento	Approval-gated cross-session memory: ctx.memory seam + SQLite + memory tool
dsh-nsfc-form-check	国家自然科学基金申请书形式审查与匿名化提示（依据《国家自然科学基金条例》与申请人导入的当年指南，仅提示差异，不作出定性结论）
dsh-nurse-record-check	护理记录时限、签名与评估表完整性校验（依据《病历书写基本规范》等公开文件，仅提示差异，不作出定性结论）
dsh-observe	OpenTelemetry and Langfuse observability exporter for DeepSeek Harness.
dsh-origin-rvc-check	原产地区域价值成分核对（按 RVC 定义式与门槛核对原产地判定自洽，仅提示差异，不作出定性结论）
dsh-ota-review-check	在线点评回复台账核对（按回复时限、问题分类与整改状态核对台账闭环，仅提示差异，不作出定性结论）
dsh-output-styles	Claude Code outputStyles-equivalent runtime style switching
dsh-paper-doc-adapter	试卷解析结构核对（按题型、答案、分值与 yotta 标识核对试卷结构自洽，仅提示差异，不作出定性结论）
dsh-permission-rules	Claude Code-style declarative allow/deny/ask permission rules with audit
dsh-permit-report-check	行政许可办理核对（按申请材料、法定时限与决定记录核对台账闭环，仅提示差异，不作出定性结论）
dsh-pipeline-check	项目全流程文件链条核对（按环节先后与金额口径核对链条自洽，仅提示差异，不作出定性结论）
dsh-pleading-draft	起诉状要素齐备性核对（按诉请、事实、证据、法条四要素核对文书齐备，仅提示差异，不作出定性结论）
dsh-plugin-doctor	Zero-dependency static + sandbox smoke detector for DSH plugins
dsh-plugin-guide	Plugin-development knowledge base as an on-demand agent skill
dsh-plugin-kit	Shared zero-runtime-dependency toolkit for the PerryLink DSH plugins
dsh-plugin-upgrade	One-package, one-corridor-index plugin upgrade skill: routes a repository to the matching closed corridor card
dsh-policy-brief-draft	政策专报要素核对（按观点、依据、出处与建议核对专报齐备，仅提示差异，不作出定性结论）
dsh-power-loss-split	线损电量拆分与考核表核对（依据公开的线损计算口径，仅提示差异，不作出定性结论）
dsh-power-ticket-check	电力工作票要素齐备性与签发许可顺序核对（依据现行电力安全工作规程，仅提示差异，不作出定性结论）
dsh-ppap-check	PPAP 提交要素齐备性核对（按公开的 PPAP 手册与提交等级核对要素齐备与版本填写，仅提示差异，不作出定性结论）
dsh-protest-deadline	质疑与投诉期限核对（按公开的政府采购质疑投诉规定核对期限与台账自洽，仅提示差异，不作出定性结论）
dsh-railway-window	铁路施工天窗台账核对（按时间窗、时长算术与命令号核对台账自洽，仅提示差异，不作出定性结论）
dsh-reach	Multi-channel approval/question bridge: WeChat/Telegram/Feishu, session console	🧊 FROZEN — see the repo README
dsh-repair-order-qc	维修工单结算核对（按项目金额、配件工时合计与结算总额核对算术自洽，仅提示差异，不作出定性结论）
dsh-research-report	Verifiable research-report engine: content-addressed evidence ledger and sealed versions
dsh-review-reply-check	审稿意见逐条回应覆盖核对（按意见与回应一一对应核对覆盖完整性，仅提示差异，不作出定性结论）
dsh-rulefile-check	规则库文件自检核对（按条款引用纪律与效力上限核对规则库自身合规，仅提示差异，不作出定性结论）
dsh-safety-brief-check	安全技术交底记录要素齐备性与签字闭环核对（依据公开的安全生产法规与检查标准，仅提示差异，不作出定性结论）
dsh-score	Multi-dimensional quality scoring for DeepSeek Harness plugins.
dsh-session-pin	Pin sessions in the Web sidebar with durable ordering	🚫 RETIRED — see the repo README
dsh-session-sync	Cross-device session sync for DeepSeek Harness — a dedicated git mirror of your session store.
dsh-site-log-check	监理日志跨日连续性与旁站覆盖提示（依据 GB/T 50319-2013 等公开文件，仅提示差异，不作出定性结论）
dsh-skill-pack-security	Security-audit skill pack: secret scan, dependency and supply-chain review
dsh-soe-decision-check	三重一大决策台账核对（按前置研究、会议审议与决议记录核对程序留痕，仅提示差异，不作出定性结论）
dsh-soilwater-check	土壤与地下水监测台账核对（按点位、监测项目、限值与超标判定核对台账自洽，仅提示差异，不作出定性结论）
dsh-sop-sync-check	作业规程与 FMEA／控制计划一致性核对（按编号与版本核对三份文件是否同步，仅提示差异，不作出定性结论）
dsh-spc-gbt-adapter	控制图常数与过程能力指数核对（按 GB/T 4091 的常规控制图常数表核对控制限与 Cp/Cpk 的自洽性，仅提示差异，不作出定性结论）
dsh-talk	Voice-first session loop for DeepSeek Harness: talk to it, hear it answer.
dsh-team-rooms	Cross-session team rooms: shared message bus, task board and timeline	🚫 RETIRED — see the repo README
dsh-tender-extract	招标文件条款摘录核对（按出处与原文逐字核对摘录完整性，仅提示差异，不作出定性结论）
dsh-tender-matrix	评标因素评分矩阵核对（按分值上限与合计核对矩阵自洽，仅提示差异，不作出定性结论）
dsh-test-drive	Isolated install-and-smoke test drives for DeepSeek Harness plugins.
dsh-ticktick	TickTick/Dida365 task bridge: session-header panel + 11 tools
dsh-translate	Vendor parameter translation and deterministic JSON repair for DeepSeek Harness.
dsh-warranty-calc	质保期与索赔金额核对（按质保期月数与里程、索赔金额算式核对自洽，仅提示差异，不作出定性结论）

Install from the DSH Desktop Market

All PerryLink plugins are browsable in the built-in DSH Desktop Market: Market → Sources → add source → paste https://perrylink-dsh-catalog.perrylink.workers.dev/catalog-source.json → select it. Installation still goes through the Market's npm-identity verification and your confirmation.

License

Apache License 2.0 © 2026 dsh-local-ai contributors