3f59b5c594
context_breakdown._chars_to_tokens and native_compaction._approx_tokens did raw chars//4, under-counting CJK/Cyrillic by 2-4x next to the conversation slice that already used estimate_tokens_rough — the /context pie chart mixed two estimators. Both now call the canonical. The four private `= 4` ratio constants import one CHARS_PER_TOKEN from agent/model_metadata.py. Estimates only feed UI and budgets; no prompt or message bytes change.
254 lines
14 KiB
Python
254 lines
14 KiB
Python
"""User-declared and plugin STT providers.
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``stt.providers.<name>: type: command`` registry, plugin-registered
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``TranscriptionProvider`` dispatch, and the ``pre_transcription`` hook that
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threads prompt/language/model overrides into every backend. ``_resolve_stt_language``
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is read lazily from ``tools.transcription_tools``.
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"""
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from __future__ import annotations
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import logging
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import subprocess
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import tempfile
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from functools import partial
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from pathlib import Path
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from typing import Any, Dict, Optional
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from agent.model_metadata import CHARS_PER_TOKEN
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from tools.tts_command_provider import (
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_command_output_format, _command_timeout, _is_command_provider_config as _is_command_stt_provider_config,
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_named_provider_config, _resolve_command_config, command_env_passthrough as _command_stt_env_passthrough,
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command_failure_detail, render_command_template as _render_command_stt_template,
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run_command_provider as _run_command_stt)
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from tools.transcription_common import (
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BUILTIN_STT_PROVIDERS, _error_result, _log_prompt_unsupported, _ok_result)
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# Log-record parity with the origin module.
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logger = logging.getLogger("tools.transcription_tools")
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# ---- Command-provider registry (``stt.providers.<name>: type: command``) ---
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#
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# Mirrors the TTS command-provider registry (same placeholder grammar, quote-aware
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# rendering, process-tree termination on timeout). Resolution order: built-in name
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# (always wins) > stt.providers.<name> command > plugin TranscriptionProvider >
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# "No STT provider available". The single-env-var HERMES_LOCAL_STT_COMMAND escape
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# hatch stays untouched via the built-in ``local_command`` path.
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# Lets any whisper CLI / ASR CLI / curl pipeline become an STT backend with zero Python. 1. Built-in
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# (``local``, ``local_command``, ``groq``, ``openai``, ``mistral``, ``xai``) → native handler.
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# **Always wins.** 2. 3. 4. Use the command-provider registry when you want MULTIPLE shell-driven STT
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# engines, or you want a named provider you can pick via ``stt.provider`` in config.yaml. See #17843.
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DEFAULT_COMMAND_STT_TIMEOUT_SECONDS = 300
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DEFAULT_COMMAND_STT_LANGUAGE = "en"
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DEFAULT_COMMAND_STT_OUTPUT_FORMAT = "txt"
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COMMAND_STT_OUTPUT_FORMATS = frozenset({"txt", "json", "srt", "vtt"})
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_NON_COMMAND_STT_NAMES = frozenset(BUILTIN_STT_PROVIDERS | {"none"})
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# ``stt.providers.<name>`` (canonical), else ``stt.<name>`` for non-built-in names only.
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_get_named_stt_provider_config = partial(_named_provider_config, builtins=BUILTIN_STT_PROVIDERS)
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# The provider config if it is a command type; None for built-ins, ``none``, unknown.
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_resolve_command_stt_provider_config = partial(_resolve_command_config,
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reserved=_NON_COMMAND_STT_NAMES)
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_get_command_stt_timeout = partial(_command_timeout, default=DEFAULT_COMMAND_STT_TIMEOUT_SECONDS)
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_get_command_stt_output_format = partial(_command_output_format, formats=COMMAND_STT_OUTPUT_FORMATS,
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default=DEFAULT_COMMAND_STT_OUTPUT_FORMAT)
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def _read_command_stt_output(output_path: Path, stdout: str, fmt: str) -> str:
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"""Transcript: non-empty output file > non-empty stdout (curl one-liners) > RuntimeError. JSON is returned raw."""
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content = (output_path.read_bytes().decode("utf-8", errors="replace").strip()
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if output_path.exists() else "")
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if content or (stdout or "").strip():
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return content or stdout.strip()
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raise RuntimeError(f"Command STT provider wrote no output file at {output_path} and produced no stdout")
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def _transcribe_command_stt(
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file_path: str, provider_name: str, config: Dict[str, Any], stt_config: Dict[str, Any],
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model_override: Optional[str] = None, language_override: Optional[str] = None,
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prompt: Optional[str] = None) -> Dict[str, Any]:
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"""Transcribe via a user-declared ``stt.providers.<name>: type: command``. Placeholders
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(shell-quote-aware; ``{{``/``}}`` stay literal): ``{input_path}``, ``{output_path}`` (transcript
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file), ``{output_dir}``, ``{format}`` txt/json/srt/vtt, ``{language}`` (default ``en``),
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``{model}`` (empty when unset)."""
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from tools.transcription_tools import _resolve_stt_language
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if prompt:
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_log_prompt_unsupported(f"Command STT provider '{provider_name}'")
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def fail(error: str) -> Dict[str, Any]:
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return _error_result(error, provider=provider_name)
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command_template = str(config.get("command") or "").strip()
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if not command_template:
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return fail(f"stt.providers.{provider_name}.command is not configured")
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audio = Path(file_path).expanduser()
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if not audio.exists():
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return fail(f"Audio file not found: {file_path}")
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timeout = _get_command_stt_timeout(config)
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output_format = _get_command_stt_output_format(config)
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language = (language_override or config.get("language")
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or _resolve_stt_language(provider_name, stt_config) or DEFAULT_COMMAND_STT_LANGUAGE)
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try:
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with tempfile.TemporaryDirectory(prefix=f"hermes-cmd-stt-{provider_name}-") as tmpdir:
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output_path = Path(tmpdir) / f"transcript.{output_format}"
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command = _render_command_stt_template(command_template, {
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"input_path": str(audio.resolve()), "output_path": str(output_path),
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"output_dir": str(output_path.parent), "format": output_format,
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"language": str(language), "model": str(model_override or config.get("model") or ""),
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})
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logger.info("Transcribing %s via command STT provider '%s'...", audio.name, provider_name)
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result = _run_command_stt(command, timeout, env_passthrough=_command_stt_env_passthrough(config))
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transcript_text = _read_command_stt_output(output_path, result.stdout or "", output_format)
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except subprocess.TimeoutExpired:
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return fail(f"STT command provider '{provider_name}' timed out after {timeout:g}s")
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except subprocess.CalledProcessError as exc:
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return fail(
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f"STT command provider '{provider_name}' exited with code {exc.returncode}: {command_failure_detail(exc)}"
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)
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except RuntimeError as exc:
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return fail(str(exc))
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except OSError as exc:
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return fail(f"STT command provider '{provider_name}' failed: {exc}")
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logger.info("Transcribed %s via command STT provider '%s' (%d chars)", audio.name, provider_name, len(transcript_text))
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return _ok_result(transcript_text, provider_name)
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def _unregistered_stt_provider_error(provider: str) -> Dict[str, Any]:
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key = str(provider or "").strip()
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return _error_result(
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f"stt.provider='{key}' is set but no built-in, command, or plugin "
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"provider registered that name. Run `hermes plugins list` to see "
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"installed STT plugins, or configure a command provider under "
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f"`stt.providers.{key}.command`.",
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provider=key,
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error_type="provider_not_registered")
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# --------------------------------------------------------------------------- Plugin provider dispatch
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# (issue follow-up to #30398 — STT pluggability)
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# ---------------------------------------------------------------------------
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def _dispatch_to_plugin_provider(
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file_path: str, provider: str, stt_config: Optional[Dict[str, Any]] = None, *,
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model: Optional[str] = None, language: Optional[str] = None, prompt: Optional[str] = None,
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) -> Optional[Dict[str, Any]]:
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"""Route to a plugin-registered transcription provider; None when no plugin claims the name.
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Invariants re-verified here so a caller refactor can't break them: built-in names never reach
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the registry; a same-name command provider wins over a plugin. A matched plugin with
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``is_available() == False`` returns an error envelope — not None — because the user
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explicitly opted in via ``stt.provider``. Provider exceptions become the error envelope."""
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key = (provider or "").lower().strip()
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if not key or key in _NON_COMMAND_STT_NAMES:
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return None
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if stt_config is not None and _is_command_stt_provider_config(_get_named_stt_provider_config(stt_config, key)):
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return None
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try:
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from agent.transcription_registry import get_provider
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from hermes_cli.plugins import _ensure_plugins_discovered
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_ensure_plugins_discovered()
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plugin_provider = get_provider(key)
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if plugin_provider is None:
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# Long-lived sessions may have discovered plugins before a backend
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# was patched in or config changed — retry once with a forced refresh.
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_ensure_plugins_discovered(force=True)
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plugin_provider = get_provider(key)
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except Exception as exc: # noqa: BLE001 — discovery failure is non-fatal
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logger.debug("STT plugin dispatch skipped (discovery failed): %s", exc)
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return None
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if plugin_provider is None:
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return None
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# ``is_available()`` MUST NOT raise per the ABC contract; defend anyway so
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# a buggy plugin can't break dispatch for everyone.
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try:
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available = plugin_provider.is_available()
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except Exception as exc: # noqa: BLE001
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logger.warning(
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"STT plugin provider '%s' is_available() raised: %s — treating as unavailable", key, exc, exc_info=True,
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)
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available = False
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if not available:
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logger.info("STT plugin provider '%s' reports not available; returning unavailability envelope.", key)
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return _error_result(
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f"STT plugin '{key}' is not available — check that its required credentials / dependencies are configured.",
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provider=key)
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logger.info("Transcribing with plugin STT provider '%s'...", key)
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# The prompt travels via the ABC's ``**extra`` kwargs and is only sent when
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# set, so pre-prompt providers see byte-identical calls on the no-prompt path.
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extra_kwargs: Dict[str, Any] = {} if prompt is None else {"prompt": prompt}
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try:
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result = plugin_provider.transcribe(file_path, model=model, language=language, **extra_kwargs)
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except Exception as exc: # noqa: BLE001
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logger.warning("STT plugin provider '%s' raised: %s", key, exc, exc_info=True)
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return _error_result(f"STT plugin '{key}' raised: {exc}", provider=key)
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if not isinstance(result, dict):
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return _error_result(f"STT plugin '{key}' returned a non-dict result", provider=key)
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result.setdefault("provider", key)
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return result
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# Fields a pre_transcription hook may mutate; ``file_path`` is read-only (logged and dropped).
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# --------------------------------------------------------------------------- pre_transcription plugin hook
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# (issue #64168 — STT prompt/vocab threading)
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# ---------------------------------------------------------------------------
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_PRE_TRANSCRIPTION_MUTABLE_FIELDS = ("prompt", "language", "model")
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# Whisper-family models only use the final ~224 tokens of the prompt; longer values
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# waste upload bytes and can trip stricter OpenAI-compatible servers. Enforced
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# client-side (truncate with a warning, never error), ~4 chars/token.
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_WHISPER_PROMPT_TOKEN_CAP = 224
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_PROMPT_CHARS_PER_TOKEN = CHARS_PER_TOKEN
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_WHISPER_PROMPT_CAPPED_PROVIDERS = frozenset({"local", "openai", "groq", "deepinfra"})
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def _enforce_prompt_length_limit(prompt: Optional[str], provider: str) -> Optional[str]:
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"""Truncate *prompt* to the whisper-family token cap, keeping the TAIL (whisper conditions
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on the final context window, so the newest hints survive). Other providers self-validate."""
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max_chars = _WHISPER_PROMPT_TOKEN_CAP * _PROMPT_CHARS_PER_TOKEN
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if not prompt or provider not in _WHISPER_PROMPT_CAPPED_PROVIDERS or len(prompt) <= max_chars:
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return prompt
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logger.warning(
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"Transcription prompt is ~%d tokens; whisper-family provider '%s' "
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"only uses the final ~%d — truncating to the last %d characters.",
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len(prompt) // _PROMPT_CHARS_PER_TOKEN, provider, _WHISPER_PROMPT_TOKEN_CAP, max_chars)
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return prompt[-max_chars:]
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def _apply_pre_transcription_hook(
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*, file_path: str, provider: str, model: Optional[str], language: Optional[str],
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prompt: Optional[str], source: Optional[str],
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) -> tuple[Optional[str], Optional[str], Optional[str]]:
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"""Fire the ``pre_transcription`` plugin hook; returns ``(model, language_override, prompt)``.
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Gated on ``has_hook`` (the no-hook path never builds kwargs) and fail-open: any plumbing error
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leaves the dispatch untouched. Results apply field-by-field in registration order (last hook
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wins). ``language_override`` is None unless a hook explicitly set ``language``, so backends keep
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their own config/env resolution."""
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try:
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from hermes_cli.plugins import has_hook, invoke_hook
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if not has_hook("pre_transcription"):
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return model, None, prompt
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hook_results = invoke_hook(
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"pre_transcription", file_path=file_path, provider=provider,
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model=model, language=language, prompt=prompt, source=source)
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overrides: Dict[str, Any] = {}
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for hook_result in hook_results:
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for key, value in (hook_result.items() if isinstance(hook_result, dict) else ()):
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if key == "file_path":
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logger.warning(
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"pre_transcription hook attempted to change "
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"file_path (read-only) — ignoring the attempt.")
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elif key not in _PRE_TRANSCRIPTION_MUTABLE_FIELDS:
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logger.debug("pre_transcription hook returned unsupported field %r — ignoring.", key)
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elif not isinstance(value, str):
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logger.debug(
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"pre_transcription hook returned non-string value %r for field %r — ignoring.", value, key,
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)
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else:
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overrides[key] = value
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# Hooks win over the static ``stt.prompt`` config; "" clears it.
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if "prompt" in overrides:
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prompt = overrides["prompt"] or None
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return overrides.get("model", model), overrides.get("language") or None, prompt
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except Exception as _hook_err: # noqa: BLE001 — hook plumbing is fail-open
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logger.debug("pre_transcription hook error: %s", _hook_err)
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return model, None, prompt
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