feat(transcription): add Xiaomi MiMo ASR provider (mimo-v2.5-asr)

Add support for Xiaomi MiMo ASR as a third transcription backend alongside
Groq and OpenAI Whisper. Xiaomi ASR uses the /v1/chat/completions endpoint
with base64-encoded audio input, rather than the standard Whisper multipart
upload format.

Co-Authored-By:连 <lian@tangping.homes>
This commit is contained in:
NanoBot
2026-06-09 04:29:09 +08:00
committed by Xubin Ren
co-authored by
parent 552ec18a3c
commit c20ecc52d7
7 changed files with 315 additions and 11 deletions
+17 -1
View File
@@ -18,13 +18,18 @@ from loguru import logger
from nanobot.config.paths import get_media_dir
from nanobot.utils.media_decode import FileSizeExceeded, save_base64_data_url
TranscriptionProviderName = Literal["groq", "openai", "openrouter"]
TranscriptionProviderName = Literal["groq", "openai", "openrouter", "xiaomi_mimo"]
_DEFAULT_PROVIDER: TranscriptionProviderName = "groq"
_DEFAULT_MODELS: dict[TranscriptionProviderName, str] = {
"groq": "whisper-large-v3",
"openai": "whisper-1",
"openrouter": "openai/whisper-1",
"xiaomi_mimo": "mimo-v2.5-asr",
}
_PROVIDER_ALIASES: dict[str, TranscriptionProviderName] = {
"mimo": "xiaomi_mimo",
"xiaomi": "xiaomi_mimo",
}
_MAX_AUDIO_BYTES_FALLBACK = 25 * 1024 * 1024
_AUDIO_MIME_ALLOWED: frozenset[str] = frozenset({
@@ -69,6 +74,8 @@ class TranscriptionIngressError(Exception):
def _as_provider(value: Any) -> TranscriptionProviderName | None:
if isinstance(value, str):
name = value.strip().lower()
if name in _PROVIDER_ALIASES:
return _PROVIDER_ALIASES[name]
if name in _DEFAULT_MODELS:
return name # type: ignore[return-value]
return None
@@ -181,6 +188,15 @@ async def transcribe_audio_file(
language=config.language,
model=config.model,
)
elif config.provider == "xiaomi_mimo":
from nanobot.providers.transcription import XiaomiMiMoTranscriptionProvider
provider = XiaomiMiMoTranscriptionProvider(
api_key=config.api_key,
api_base=config.api_base or None,
language=config.language,
model=config.model,
)
else:
from nanobot.providers.transcription import GroqTranscriptionProvider
+1 -1
View File
@@ -47,7 +47,7 @@ class TranscriptionConfig(Base):
"""Cross-channel audio transcription configuration."""
enabled: bool = True
provider: Literal["groq", "openai", "openrouter"] | None = None
provider: Literal["groq", "openai", "openrouter", "xiaomi_mimo"] | None = None
model: str | None = None
language: str | None = Field(default=None, pattern=r"^[a-z]{2,3}$")
max_duration_sec: int = Field(default=120, ge=1, le=600)
+118 -5
View File
@@ -1,8 +1,9 @@
"""Provider-specific voice transcription adapters.
This module only knows how to call external transcription APIs such as Groq,
OpenAI Whisper, and OpenRouter. Product-level config fallback, WebUI upload
validation, and channel integration live in ``nanobot.audio.transcription``.
OpenAI Whisper, OpenRouter, and Xiaomi MiMo ASR. Product-level config fallback,
WebUI upload validation, and channel integration live in
``nanobot.audio.transcription``.
"""
import asyncio
@@ -16,6 +17,7 @@ from typing import Any
import httpx
from loguru import logger
_CHAT_COMPLETIONS_PATH = "chat/completions"
_TRANSCRIPTIONS_PATH = "audio/transcriptions"
_AUDIO_MIME_OVERRIDES = {
".m4a": "audio/mp4",
@@ -51,6 +53,16 @@ def _resolve_transcription_url(api_base: str | None, default_url: str) -> str:
return f"{base}/{_TRANSCRIPTIONS_PATH}"
def _resolve_chat_completions_url(api_base: str | None, default_url: str) -> str:
"""Resolve a chat-completions endpoint for ASR providers using chat payloads."""
if not api_base:
return default_url
base = api_base.rstrip("/")
if base.endswith(_CHAT_COMPLETIONS_PATH):
return base
return f"{base}/{_CHAT_COMPLETIONS_PATH}"
def _audio_mime_type(path: Path) -> str:
return (
_AUDIO_MIME_OVERRIDES.get(path.suffix.lower())
@@ -116,7 +128,7 @@ async def _post_transcription_with_retry(
files["language"] = (None, language)
return {"url": url, "headers": headers, "files": files, "timeout": 60.0}
return await _post_with_retry(build_request, provider_label)
return await _post_with_retry(build_request, provider_label, _text_from_transcription_payload)
async def _post_json_transcription_with_retry(
@@ -151,12 +163,61 @@ async def _post_json_transcription_with_retry(
body["language"] = language
return {"url": url, "headers": headers, "json": body, "timeout": 60.0}
return await _post_with_retry(build_request, provider_label)
return await _post_with_retry(build_request, provider_label, _text_from_transcription_payload)
async def _post_xiaomi_mimo_asr_with_retry(
url: str,
*,
api_key: str | None,
path: Path,
model: str,
provider_label: str,
language: str | None = None,
) -> str:
"""POST audio to Xiaomi MiMo ASR's chat-completions transcription API."""
try:
data = path.read_bytes()
except OSError as e:
logger.exception("{} transcription error: cannot read audio file: {}", provider_label, e)
return ""
body: dict[str, Any] = {
"model": model,
"messages": [
{
"role": "user",
"content": [
{
"type": "input_audio",
"input_audio": {
"data": (
f"data:{_audio_mime_type(path)};base64,"
f"{base64.b64encode(data).decode('ascii')}"
),
},
}
],
}
],
}
if language:
body["asr_options"] = {"language": language}
headers = {
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json",
}
def build_request() -> dict[str, Any]:
return {"url": url, "headers": headers, "json": body, "timeout": 60.0}
return await _post_with_retry(build_request, provider_label, _text_from_chat_payload)
async def _post_with_retry(
build_request: Callable[[], dict[str, Any]],
provider_label: str,
extract_text: Callable[[dict[str, Any]], str],
) -> str:
async with httpx.AsyncClient() as client:
for attempt in range(_MAX_RETRIES + 1):
@@ -227,10 +288,23 @@ async def _post_with_retry(
type(payload).__name__,
)
return ""
return payload.get("text", "")
return extract_text(payload)
return ""
def _text_from_transcription_payload(payload: dict[str, Any]) -> str:
text = payload.get("text")
return text if isinstance(text, str) else ""
def _text_from_chat_payload(payload: dict[str, Any]) -> str:
try:
text = payload["choices"][0]["message"]["content"]
except (KeyError, IndexError, TypeError):
return ""
return text if isinstance(text, str) else ""
class OpenAITranscriptionProvider:
"""Voice transcription provider using OpenAI's Whisper API."""
@@ -357,3 +431,42 @@ class OpenRouterTranscriptionProvider:
provider_label="OpenRouter",
language=self.language,
)
class XiaomiMiMoTranscriptionProvider:
"""Voice transcription provider using Xiaomi MiMo ASR."""
def __init__(
self,
api_key: str | None = None,
api_base: str | None = None,
language: str | None = None,
model: str | None = None,
):
self.api_key = api_key or os.environ.get("MIMO_API_KEY")
self.api_url = _resolve_chat_completions_url(
api_base or os.environ.get("MIMO_API_BASE"),
"https://api.xiaomimimo.com/v1/chat/completions",
)
self.language = language or None
self.model = model or "mimo-v2.5-asr"
logger.debug("Xiaomi MiMo transcription endpoint: {}", self.api_url)
async def transcribe(self, file_path: str | Path) -> str:
if not self.api_key:
logger.warning("Xiaomi MiMo API key not configured for transcription")
return ""
path = Path(file_path)
if not path.exists():
logger.error("Audio file not found: {}", file_path)
return ""
return await _post_xiaomi_mimo_asr_with_retry(
self.api_url,
api_key=self.api_key,
path=path,
model=self.model,
provider_label="Xiaomi MiMo",
language=self.language,
)
+1 -1
View File
@@ -91,7 +91,7 @@ _IMAGE_GENERATION_ASPECT_RATIOS = {
"2:3",
"21:9",
}
_TRANSCRIPTION_PROVIDERS = ("groq", "openai", "openrouter")
_TRANSCRIPTION_PROVIDERS = ("groq", "openai", "openrouter", "xiaomi_mimo")
_CONTEXT_WINDOW_TOKEN_OPTIONS = {65_536, 262_144}
_MODEL_CONFIGURATION_SLUG_RE = re.compile(r"[^a-z0-9_-]+")
_ENV_REF_RE = re.compile(r"\$\{([A-Za-z_][A-Za-z0-9_]*)\}")