Bundle
dsh-mimo-agent-tools
Xiaomi MiMo search + multimodal tools for DSH agents: mimo_search/vision/audio/video/asr/tts.
- Source
- ch1bug
- stars
- 6 stars
- License
- MIT
- Updated
- Updated 3 days ago
Readme
# mimo-agent-tools
DSH (DeepSeek Harness) Cordis plugin that turns the **Xiaomi MiMo API** into
model tools for an agent: web search, image/audio/video understanding,
speech-to-text, and text-to-speech.
Backed by the OpenAI-compatible endpoint `https://api.xiaomimimo.com/v1`.
## Tools
| Tool | Model | Purpose |
|---|---|---|
| `mimo_search` | mimo-v2.5-pro | Web search via the native `web_search` tool, returns answer + cited sources (incl. site_name/logo_url); optional `force_search`, `user_location` |
| `mimo_think` | mimo-v2.5-pro / mimo-v2.5 | Deep thinking — full reasoning chain (`reasoning_content`) + final answer |
| `mimo_json` | mimo-v2.5-pro / mimo-v2.5 | Structured JSON output via `response_format: json_object` |
| `mimo_vision` | mimo-v2.5 | Image understanding — local files (auto base64) or public URLs, multi-image |
| `mimo_audio` | mimo-v2.5 | Audio understanding / transcription (wav/mp3/flac/ogg/m4a) — local file or public URL |
| `mimo_video` | mimo-v2.5 | Video understanding (mp4/webm/mov) — local file or public URL; optional `fps` / `media_resolution` |
| `mimo_asr` | mimo-v2.5-asr | Speech-to-text with optional language hint — local file or public URL |
| `mimo_tts` | mimo-v2.5-tts / -voicedesign | Text-to-speech to a `.wav`/`.mp3` file — preset voices or free-form voice design; optional `style` (speaking tone) and `format` (wav/mp3) |
| `mimo_voiceclone` | mimo-v2.5-tts-voiceclone | Voice cloning — reference clip + text → speech in that voice; optional `format` (wav/mp3) |
## audio-tools skill
The plugin registers an `audio-tools` skill that guides when to use the four
audio tools (`mimo_asr`, `mimo_tts`, `mimo_voiceclone`, `mimo_audio`). The
tools themselves are always registered — they are lightweight pure-API calls —
so the skill only teaches usage, it does not gate the tools.
## Requirements
- A [MiMo API key](https://mimo.mi.com) — the `web_search` tool requires the
connected-search plugin enabled in the MiMo console.
- `python3` on the host (used by `driver/mimo_driver.py`).
- DSH host with the `shell` and `sandboxPolicy` services.
## Configuration
The API key is resolved at tool-call time from the **DSH credentials
service** first (key name `XIAOMI_API_KEY` — the web Models page writes keys
there), falling back to the environment. **Nothing is hardcoded**:
| Source | Key | Priority |
|---|---|---|
| DSH credentials service (`~/.dsh/.credentials.yaml`, web Models page) | `XIAOMI_API_KEY` | 1 |
| Environment | `XIAOMI_API_KEY` or `MIMO_API_KEY` | 2 |
Other options (environment, read at apply time):
| Env var | Purpose | Default |
|---|---|---|
| `MIMO_DRIVER` | path to `driver/mimo_driver.py` | `~/.local/lib/mimo-agent-tools/driver/mimo_driver.py` |
| `MIMO_TMP` | temp dir for spec/response files | `/tmp` |
Install the driver at the default path (or point `MIMO_DRIVER` at it):
```bash
mkdir -p ~/.local/lib/mimo-agent-tools/driver
cp driver/mimo_driver.py ~/.local/lib/mimo-agent-tools/driver/
```
## Why a python driver?
Multimodal payloads are multi-megabyte base64 strings. Agent shells commonly
cap captured stdout (DSH's bash seam caps at 64KB), which silently truncates
large payloads. The driver therefore does ALL file reading, body assembly and
HTTP POSTing inside one python3 process, using spec/response files on disk —
nothing large ever crosses the shell.
## Install (DSH bundle)
Standard DSH bundle — install with the official plugin command (auto-inits
the profile, pnpm-installs, and appends the bundle layer per
`dsh.bundle.patch`):
```bash
# From a local checkout, or via git/npm:
dsh plugin --profile web add /path/to/dsh-mimo-agent-tools
# or: dsh plugin --profile web add github:you/dsh-mimo-agent-tools
# Install the python driver to the default path (MIMO_DRIVER points at it):
mkdir -p ~/.local/lib/mimo-agent-tools/driver
cp driver/mimo_driver.py ~/.local/lib/mimo-agent-tools/driver/
# Restart dsh web; the tools mount automatically.
```
Dependencies are declared as `peerDependencies` (ecosystem convention —
`@deepseek-ai/dsh-tools` is already loaded in the DSH process, so nothing is
duplicated). `dsh plugin add` installs the bundle into the profile's
node_modules where peer deps resolve against the running harness.
## Notes on the MiMo API (from the official docs)
- TTS target text goes in the **assistant** message; the voice description
(voicedesign model) goes in the **user** message; a `style` instruction rides
the user message for preset voices and becomes an inline `(风格)` tag prefix
for voicedesign voices.
- `mimo-v2.5-tts-voicedesign` does **not** accept an `audio.voice` field — it
uses `optimize_text_preview` instead.
- ASR (`mimo-v2.5-asr`) must **not** receive a `thinking` field.
- `input_audio.data` / `video_url.url` accept either a public URL or a
`data:<mime>;base64,...` data URL (video base64 capped at 50MB per the docs).
- Web search costs per keyword round (`max_keyword`, default 3) — see MiMo
pricing. `force_search` (default true) trades freshness against cost;
`user_location` biases results, e.g.
`{"type":"approximate","country":"China","region":"Hubei","city":"Wuhan"}`.
- Deep thinking (`mimo_think`) returns `reasoning_content` + `content`; in
multi-turn agent conversations with tool calls, `reasoning_content` from
earlier turns must be echoed back or the API returns 400.
- Structured output (`mimo_json`) needs an explicit JSON shape description in
the prompt (fields, types, nesting); keep `max_completion_tokens` generous so
the JSON is not truncated mid-document.
## Tests
```bash
python3 tests/test_driver.py # driver request-body assembly (12 cases)
node --test tests/tools.test.mjs # tool registration surface (9 cases)
```
## License
MIT
Install
dsh plugin --profile web add github:ch1bug/dsh-mimo-agent-tools
Profile: web
With the hub plugin installed, ask your agent to install it by name — it resolves the same plan shown here.
dsh plugin --profile web add github:stvlynn/dsh.fish#path:packages/dsh-plugin-hub
install dsh-mimo-agent-tools from the hub
- This source has no pinned commit, so a later push upstream changes what installs. Prefer pinning a commit.