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 — 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):

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):

# 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

python3 tests/test_driver.py   # driver request-body assembly (12 cases)
node --test tests/tools.test.mjs  # tool registration surface (9 cases)

License

MIT