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from __future__ import annotations

import inspect
import json
import os
import re
import sys
import time
import traceback
from dataclasses import dataclass, field
from threading import Event, Thread
from typing import Any, Callable
import ctypes

try:
    import msvcrt
except Exception:  # pragma: no cover
    msvcrt = None

try:
    from prompt_toolkit import PromptSession
    from prompt_toolkit.key_binding import KeyBindings
except Exception:  # pragma: no cover
    PromptSession = None
    KeyBindings = None

from shared.deepy import media_registry, tool_settings as deepy_tool_settings, ui_settings as deepy_ui_settings
from shared.deepy.engine import begin_assistant_turn, get_or_create_assistant_session
from shared.gradio import assistant_chat
from shared.utils.thread_utils import AsyncStream, async_run_in
from shared.utils.utils import get_video_info


_IMAGE_EXTENSIONS = {".png", ".jpg", ".jpeg", ".bmp", ".gif", ".webp", ".tif", ".tiff", ".jfif", ".pjpeg"}
_VIDEO_EXTENSIONS = {".mp4", ".mkv"}
_AUDIO_EXTENSIONS = {".wav", ".mp3", ".aac", ".flac", ".m4a", ".ogg", ".wma"}
_USER32 = getattr(ctypes, "windll", None)
_USER32 = None if _USER32 is None else getattr(_USER32, "user32", None)
_VK_CONTROL = 0x11
_VK_LCONTROL = 0xA2
_VK_RCONTROL = 0xA3
_VK_S = 0x53
_DEEPY_LOGO = (
    "    ____                       ",
    "   / __ \\___  ___  ____  __  __",
    "  / / / / _ \\/ _ \\/ __ \\/ / / /",
    " / /_/ /  __/  __/ /_/ / /_/ / ",
    "/_____/\\___/\\___/ .___/\\__, /  ",
    "               /_/    /____/   ",
)
_TOOL_ALIASES = {
    "gen_image": "gen_image",
    "image": "gen_image",
    "image_gen": "gen_image",
    "generate_image": "gen_image",
    "edit_image": "edit_image",
    "edit": "edit_image",
    "image_edit": "edit_image",
    "gen_video": "gen_video",
    "video": "gen_video",
    "video_gen": "gen_video",
    "generate_video": "gen_video",
    "gen_video_with_speech": "gen_video_with_speech",
    "video_with_speech": "gen_video_with_speech",
    "talking_video": "gen_video_with_speech",
    "speech_video": "gen_video_with_speech",
    "gen_speech_from_description": "gen_speech_from_description",
    "speech_from_description": "gen_speech_from_description",
    "voice_description": "gen_speech_from_description",
    "gen_speech_from_sample": "gen_speech_from_sample",
    "speech_from_sample": "gen_speech_from_sample",
    "voice_clone": "gen_speech_from_sample",
}


def _reconfigure_stdio() -> None:
    for stream_name in ("stdout", "stderr"):
        stream = getattr(sys, stream_name, None)
        if hasattr(stream, "reconfigure"):
            try:
                stream.reconfigure(encoding="utf-8", errors="replace")
            except Exception:
                pass


@dataclass(slots=True)
class DeepyCliCallbacks:
    handlers: dict[str, Any] = field(default_factory=dict)

    def _iter_handlers(self, name: str) -> tuple[Callable[..., Any], ...]:
        registered = self.handlers.get(str(name or "").strip(), ())
        if callable(registered):
            return (registered,)
        if isinstance(registered, (list, tuple)):
            return tuple(handler for handler in registered if callable(handler))
        return ()

    def emit(self, name: str, *args, **kwargs) -> list[Any]:
        return [handler(*args, **kwargs) for handler in self._iter_handlers(name)]

    def emit_first(self, name: str, *args, **kwargs) -> Any:
        for handler in self._iter_handlers(name):
            return handler(*args, **kwargs)
        return None


@dataclass(slots=True)
class DeepyCliDeps:
    controller: Any
    get_server_config: Callable[[], dict[str, Any]]
    get_gen_info: Callable[[dict[str, Any]], dict[str, Any]]
    get_settings_from_file: Callable[[dict[str, Any], str, bool, bool, bool], tuple[Any, bool, bool]]
    load_queue_action: Callable[[Any, dict[str, Any], Any], Any]
    validate_task: Callable[[dict[str, Any], dict[str, Any]], tuple[dict[str, Any] | None, str]]
    generate_video: Callable[..., Any]
    default_model_type: str
    callbacks: DeepyCliCallbacks = field(default_factory=DeepyCliCallbacks)


class _CliEvent:
    target = 1


class _VirtualGallery:
    def __init__(self, deps: DeepyCliDeps, state: dict[str, Any]):
        self._deps = deps
        self._state = state
        self._session = get_or_create_assistant_session(state)

    def _gen(self) -> dict[str, Any]:
        return self._deps.get_gen_info(self._state)

    def _detect_media_type(self, path: str) -> str:
        ext = os.path.splitext(str(path or "").strip())[1].lower()
        if ext in _IMAGE_EXTENSIONS:
            return "image"
        if ext in _VIDEO_EXTENSIONS:
            return "video"
        if ext in _AUDIO_EXTENSIONS:
            return "audio"
        return "any"

    def _resolve_lists(self, audio_only: bool) -> tuple[list[Any], list[Any]]:
        gen = self._gen()
        if audio_only:
            return gen["audio_file_list"], gen["audio_file_settings_list"]
        return gen["file_list"], gen["file_settings_list"]

    def _select_index(self, index: int, audio_only: bool) -> None:
        gen = self._gen()
        file_list, _file_settings_list = self._resolve_lists(audio_only)
        if len(file_list) == 0:
            index = -1
        else:
            index = max(0, min(int(index), len(file_list) - 1))
        if audio_only:
            gen["audio_selected"] = index
            gen["audio_last_selected"] = (index + 1) >= len(file_list)
            gen["current_gallery_source"] = "audio"
            gen["selected_video_time"] = None
        else:
            gen["selected"] = index
            gen["last_selected"] = (index + 1) >= len(file_list)
            gen["current_gallery_source"] = "video"
            selected_path = str(file_list[index] or "").strip() if 0 <= index < len(file_list) else ""
            gen["selected_video_time"] = 0.0 if self._detect_media_type(selected_path) == "video" else None

    def _register(self, path: str, settings: dict[str, Any] | None = None) -> dict[str, Any] | None:
        settings = settings if isinstance(settings, dict) else None
        client_id = "" if settings is None else str(settings.get("client_id", "") or "").strip()
        source = "deepy" if client_id.startswith("ai_") else "wangp"
        return media_registry.register_media(self._session, path, settings=settings, source=source, client_id=client_id)

    def add_path(self, raw_path: str, preferred_type: str = "any") -> dict[str, Any]:
        path = os.path.abspath(os.path.normpath(str(raw_path or "").strip().strip('"')))
        if not os.path.isfile(path):
            raise FileNotFoundError(path)
        detected_type = self._detect_media_type(path)
        if detected_type == "any":
            raise ValueError("Unsupported media type. Use an image, video, or audio file.")
        preferred_type = str(preferred_type or "any").strip().lower() or "any"
        if preferred_type != "any" and detected_type != preferred_type:
            raise ValueError(f"Expected a {preferred_type} file, got a {detected_type} file.")
        configs, _any_image_or_video, any_audio = self._deps.get_settings_from_file(self._state, path, False, False, False)
        audio_only = detected_type == "audio" or bool(any_audio)
        file_list, file_settings_list = self._resolve_lists(audio_only)
        normalized_path = os.path.normcase(path)
        for index, existing_path in enumerate(file_list):
            if os.path.normcase(str(existing_path or "")) != normalized_path:
                continue
            self._select_index(index, audio_only)
            record = self._register(path, file_settings_list[index] if index < len(file_settings_list) else configs)
            return {"record": record, "added": False}
        file_list.append(path)
        file_settings_list.append(configs if isinstance(configs, dict) else None)
        self._select_index(len(file_list) - 1, audio_only)
        record = self._register(path, configs)
        return {"record": record, "added": True}

    def counts(self) -> tuple[int, int]:
        gen = self._gen()
        return len(gen["file_list"]), len(gen["audio_file_list"])

    def sync_latest_generated(self, before_counts: tuple[int, int]) -> None:
        gen = self._gen()
        before_files, before_audio = before_counts
        if len(gen["audio_file_list"]) > before_audio:
            self._select_index(len(gen["audio_file_list"]) - 1, True)
            self._register(str(gen["audio_file_list"][-1] or ""), gen["audio_file_settings_list"][-1] if gen["audio_file_settings_list"] else None)
            return
        if len(gen["file_list"]) > before_files:
            self._select_index(len(gen["file_list"]) - 1, False)
            self._register(str(gen["file_list"][-1] or ""), gen["file_settings_list"][-1] if gen["file_settings_list"] else None)

    def sync_refresh_path(self, payload: Any) -> None:
        if not isinstance(payload, dict):
            return
        path = str(payload.get("path", "") or "").strip()
        if len(path) == 0:
            return
        detected_type = self._detect_media_type(path)
        if detected_type == "audio":
            file_list = self._gen()["audio_file_list"]
            if path in file_list:
                self._select_index(file_list.index(path), True)
        elif detected_type in {"image", "video"}:
            file_list = self._gen()["file_list"]
            if path in file_list:
                self._select_index(file_list.index(path), False)

    def _iter_records(self, audio_only: bool | None = None) -> list[tuple[bool, int, dict[str, Any], str]]:
        gen = self._gen()
        groups = []
        if audio_only is None or not audio_only:
            file_list, file_settings_list = gen["file_list"], gen["file_settings_list"]
            for index, path in enumerate(file_list):
                record = self._register(str(path or ""), file_settings_list[index] if index < len(file_settings_list) else None)
                if record is not None:
                    groups.append((False, index, record, str(path or "")))
        if audio_only is None or audio_only:
            file_list, file_settings_list = gen["audio_file_list"], gen["audio_file_settings_list"]
            for index, path in enumerate(file_list):
                record = self._register(str(path or ""), file_settings_list[index] if index < len(file_settings_list) else None)
                if record is not None:
                    groups.append((True, index, record, str(path or "")))
        return groups

    def list_lines(self, media_scope: str = "all") -> list[str]:
        scope = str(media_scope or "all").strip().lower()
        if scope not in {"all", "media", "image", "video", "audio"}:
            scope = "all"
        gen = self._gen()
        lines = []
        media_items = self._iter_records(False)
        audio_items = self._iter_records(True)
        groups = []
        if scope == "all":
            groups.append(("Media", media_items))
            groups.append(("Audio", audio_items))
        elif scope == "media":
            groups.append(("Media", media_items))
        elif scope == "image":
            groups.append(("Images", [item for item in media_items if item[2].get("media_type") == "image"]))
        elif scope == "video":
            groups.append(("Videos", [item for item in media_items if item[2].get("media_type") == "video"]))
        elif scope == "audio":
            groups.append(("Audio", audio_items))
        for header, items in groups:
            if len(items) == 0:
                continue
            lines.append(f"{header}:")
            for audio_only, index, record, path in items:
                is_selected = (audio_only and gen["current_gallery_source"] == "audio" and gen["audio_selected"] == index) or (
                    (not audio_only) and gen["current_gallery_source"] == "video" and gen["selected"] == index
                )
                selected_suffix = ""
                if is_selected and record.get("media_type") == "video":
                    selected_suffix = f" @ {float(gen.get('selected_video_time', 0.0) or 0.0):.3f}s"
                marker = "*" if is_selected else " "
                label = str(record.get("label", "") or os.path.basename(path)).strip()
                description = str(record.get("prompt_summary", "") or "").strip()
                if len(description) > 0 and description.casefold() != label.casefold():
                    label = f"{label} - {description}"
                lines.append(f"{marker} {record.get('media_id', '?')} [{index + 1}] {label}{selected_suffix}")
        if len(lines) == 0:
            return ["No media available."]
        return lines

    def _resolve_by_reference(self, reference: str, media_type: str = "any") -> tuple[bool, int] | None:
        ref = str(reference or "").strip()
        if len(ref) == 0:
            return None
        normalized_media_type = media_registry.normalize_media_type(media_type)
        candidates = [
            (audio_only, index, record, path)
            for audio_only, index, record, path in self._iter_records()
            if normalized_media_type == "any" or str(record.get("media_type", "")).strip() == normalized_media_type
        ]
        if ref.isdigit():
            choice = int(ref) - 1
            if 0 <= choice < len(candidates):
                return candidates[choice][0], candidates[choice][1]
            return None
        record = media_registry.get_media_record(self._session, ref)
        if record is not None and (normalized_media_type == "any" or str(record.get("media_type", "")).strip() == normalized_media_type):
            for audio_only, index, candidate, _path in candidates:
                if candidate.get("media_id") == record.get("media_id"):
                    return audio_only, index
        normalized_ref = ref.lower()
        matches = []
        for audio_only, index, record, path in candidates:
            haystack = " ".join(
                [
                    str(record.get("media_id", "") or ""),
                    str(record.get("label", "") or ""),
                    str(record.get("prompt_summary", "") or ""),
                    os.path.basename(path),
                ]
            ).lower()
            if normalized_ref in haystack:
                matches.append((audio_only, index))
        if len(matches) == 1:
            return matches[0]
        return None

    def select(self, reference: str, media_type: str = "any") -> dict[str, Any] | None:
        resolved = self._resolve_by_reference(reference, media_type=media_type)
        if resolved is None:
            return None
        audio_only, index = resolved
        self._select_index(index, audio_only)
        file_list, file_settings_list = self._resolve_lists(audio_only)
        settings = file_settings_list[index] if index < len(file_settings_list) else None
        return self._register(str(file_list[index] or ""), settings)

    def selected_summary(self) -> str:
        gen = self._gen()
        audio_only = gen.get("current_gallery_source", "video") == "audio"
        file_list, file_settings_list = self._resolve_lists(audio_only)
        choice = gen["audio_selected"] if audio_only else gen["selected"]
        if choice is None or choice < 0 or choice >= len(file_list):
            return "No media is currently selected."
        record = self._register(str(file_list[choice] or ""), file_settings_list[choice] if choice < len(file_settings_list) else None)
        if record is None:
            return "No media is currently selected."
        summary = f"Selected {record.get('media_id')}: {record.get('label', os.path.basename(str(file_list[choice] or '')))}"
        if record.get("media_type") == "video":
            frame_text = self.selected_frame_summary()
            summary += f" @ {float(gen.get('selected_video_time', 0.0) or 0.0):.3f}s"
            if frame_text.startswith("Selected frame: "):
                summary += f" ({frame_text[len('Selected frame: '):]})"
        return summary

    def set_selected_time(self, seconds: float) -> str:
        gen = self._gen()
        file_list = gen["file_list"]
        choice = gen["selected"]
        if gen.get("current_gallery_source", "video") != "video" or choice is None or choice < 0 or choice >= len(file_list):
            return "No video is currently selected."
        path = str(file_list[choice] or "").strip()
        if self._detect_media_type(path) != "video":
            return "The selected media is not a video."
        gen["selected_video_time"] = max(0.0, float(seconds))
        return f"Selected video time set to {gen['selected_video_time']:.3f}s."

    def _get_selected_video_state(self) -> tuple[dict[str, Any] | None, str, int, str]:
        gen = self._gen()
        file_list = gen["file_list"]
        file_settings_list = gen["file_settings_list"]
        choice = gen["selected"]
        if gen.get("current_gallery_source", "video") != "video" or choice is None or choice < 0 or choice >= len(file_list):
            return None, "", 0, "No video is currently selected."
        path = str(file_list[choice] or "").strip()
        if self._detect_media_type(path) != "video":
            return None, "", 0, "The selected media is not a video."
        settings = file_settings_list[choice] if choice < len(file_settings_list) else None
        record = self._register(path, settings)
        if record is None:
            return None, "", 0, "No video is currently selected."
        return record, path, choice, ""

    def selected_video_summary(self) -> str:
        record, _path, _choice, error = self._get_selected_video_state()
        if len(error) > 0:
            return error
        return f"Selected video: {record.get('media_id')} ({record.get('label', '')})"

    def selected_frame_summary(self) -> str:
        record, path, _choice, error = self._get_selected_video_state()
        if len(error) > 0:
            return error
        fps, _width, _height, frame_count = get_video_info(path)
        if fps <= 0 or frame_count <= 0:
            return f"Unable to read frame info for {record.get('media_id')}."
        current_time = float(self._gen().get("selected_video_time", 0.0) or 0.0)
        frame_no = max(0, min(frame_count - 1, int(round(current_time * fps))))
        return f"Selected frame: {frame_no} on {record.get('media_id')} @ {current_time:.3f}s ({fps} fps, {frame_count} frames)"

    def set_selected_frame(self, frame_no: int) -> str:
        record, path, _choice, error = self._get_selected_video_state()
        if len(error) > 0:
            return error
        fps, _width, _height, frame_count = get_video_info(path)
        if fps <= 0 or frame_count <= 0:
            return f"Unable to read frame info for {record.get('media_id')}."
        frame_no = int(frame_no)
        if frame_no < 0 or frame_no >= frame_count:
            return f"Frame must be between 0 and {frame_count - 1}."
        seconds = frame_no / float(fps)
        self._gen()["selected_video_time"] = seconds
        return f"Selected frame set to {frame_no} on {record.get('media_id')} @ {seconds:.3f}s."

    def clear_media(self) -> None:
        gen = self._gen()
        gen["file_list"].clear()
        gen["file_settings_list"].clear()
        gen["audio_file_list"].clear()
        gen["audio_file_settings_list"].clear()
        gen["selected"] = -1
        gen["audio_selected"] = -1
        gen["current_gallery_source"] = "video"
        gen["selected_video_time"] = None
        self._session.media_registry.clear()


class DeepyCliSession:
    def __init__(self, deps: DeepyCliDeps):
        self._deps = deps
        self._state = self._build_state()
        self._session = get_or_create_assistant_session(self._state)
        self._gallery = _VirtualGallery(deps, self._state)
        self._last_status_text = ""
        self._assistant_live_print_state: dict[str, dict[str, str]] = {}
        self._interactive = False
        self._prompt_session = None
        self._turn_active = False
        self._turn_stop_requested = False
        self._turn_hotkey_stop: Event | None = None
        self._turn_hotkey_thread: Thread | None = None
        self._active_generation_client_id = ""

    def _build_state(self) -> dict[str, Any]:
        server_config = self._deps.get_server_config()
        return {
            "active_form": "add",
            "model_type": self._deps.default_model_type,
            "gen": {
                "queue": [],
                "queue_errors": {},
                "in_progress": False,
                "file_list": [],
                "file_settings_list": [],
                "audio_file_list": [],
                "audio_file_settings_list": [],
                "selected": -1,
                "audio_selected": -1,
                "last_selected": True,
                "audio_last_selected": True,
                "last_was_audio": False,
                "current_gallery_source": "video",
                "selected_video_time": None,
                "prompt_no": 0,
                "prompts_max": 0,
                "repeat_no": 0,
                "total_generation": 1,
                "window_no": 0,
                "total_windows": 0,
                "progress_status": "",
            },
            "loras": [],
            "last_model_per_family": dict(server_config.get("last_model_per_family", {}) or {}),
            "last_model_per_type": dict(server_config.get("last_model_per_type", {}) or {}),
            "last_resolution_per_group": dict(server_config.get("last_resolution_per_group", {}) or {}),
        }

    def _print(self, text: str = "") -> None:
        print(text, flush=True)

    def _supports_terminal_formatting(self) -> bool:
        stream = getattr(sys, "stdout", None)
        return bool(getattr(stream, "isatty", lambda: False)())

    def _style_terminal_text(self, text: str, code: str) -> str:
        rendered = str(text or "")
        if not self._supports_terminal_formatting() or len(rendered) == 0:
            return rendered
        return f"\033[{code}m{rendered}\033[0m"

    def _italicize_terminal_block(self, text: str) -> str:
        lines = []
        for line in str(text or "").split("\n"):
            lines.append(self._style_terminal_text(line, "3") if len(line) > 0 else "")
        return "\n".join(lines)

    def _render_terminal_markdown(self, text: str) -> str:
        rendered_lines = []
        in_code_block = False
        for raw_line in str(text or "").replace("\r\n", "\n").replace("\r", "\n").split("\n"):
            stripped = raw_line.strip()
            if stripped.startswith("```"):
                in_code_block = not in_code_block
                continue
            if in_code_block:
                rendered_lines.append(self._style_terminal_text(raw_line, "96"))
                continue
            line = raw_line
            heading_match = re.match(r"^\s{0,3}(#{1,6})\s+(.*)$", line)
            if heading_match is not None:
                heading_text = heading_match.group(2).strip()
                rendered_lines.append(self._style_terminal_text(heading_text, "1"))
                continue
            line = re.sub(r"\*\*([^*\n]+)\*\*", lambda match: self._style_terminal_text(match.group(1), "1"), line)
            line = re.sub(r"`([^`\n]+)`", lambda match: self._style_terminal_text(match.group(1), "96"), line)
            rendered_lines.append(line)
        return "\n".join(rendered_lines)

    def _print_status(self, text: str | None) -> None:
        text = str(text or "").strip()
        if len(text) == 0 or text == self._last_status_text:
            return
        self._last_status_text = text
        self._print(f"[Deepy] {text}")

    def _reset_status(self) -> None:
        self._last_status_text = ""

    def _emit_cli_callback(self, name: str, *args, first: bool = False, **kwargs) -> Any:
        callbacks = self._deps.callbacks if isinstance(self._deps.callbacks, DeepyCliCallbacks) else None
        if callbacks is None:
            return None if first else []
        try:
            return callbacks.emit_first(name, *args, **kwargs) if first else callbacks.emit(name, *args, **kwargs)
        except Exception as exc:
            self._print(f"[ERROR] Deepy CLI callback '{name}' failed: {exc}")
            return None if first else []

    def _abort_generation(self, client_id: str = "") -> None:
        self._emit_cli_callback("abort_generation", self._state, str(client_id or "").strip(), first=True)

    def _request_stop_current_turn(self) -> bool:
        if not self._turn_active:
            return False
        self._session.interrupt_requested = True
        if not self._turn_stop_requested:
            self._turn_stop_requested = True
            self._print("[Deepy] Stop requested.")
            self._emit_cli_callback("stop_requested", self, str(self._active_generation_client_id or "").strip())
        client_id = str(self._active_generation_client_id or "").strip()
        if len(client_id) > 0 or self._state["gen"].get("in_progress", False):
            self._abort_generation(client_id)
        return True

    def _ctrl_s_pressed(self) -> bool:
        if _USER32 is None:
            return False
        try:
            ctrl_down = any(
                bool(_USER32.GetAsyncKeyState(vk_code) & 0x8000)
                for vk_code in (_VK_CONTROL, _VK_LCONTROL, _VK_RCONTROL)
            )
            return ctrl_down and bool(_USER32.GetAsyncKeyState(_VK_S) & 0x8000)
        except Exception:
            return False

    def _monitor_turn_shortcuts(self, stop_event: Event) -> None:
        if not self._interactive or msvcrt is None:
            return
        ctrl_s_active = False
        while not stop_event.is_set():
            hotkey_down = self._ctrl_s_pressed()
            if hotkey_down and not ctrl_s_active:
                ctrl_s_active = True
                self._request_stop_current_turn()
            elif not hotkey_down:
                ctrl_s_active = False
            try:
                if not msvcrt.kbhit():
                    time.sleep(0.05)
                    continue
                key = msvcrt.getwch()
            except Exception:
                return
            if key in {"\x00", "\xe0"}:
                try:
                    if msvcrt.kbhit():
                        msvcrt.getwch()
                except Exception:
                    return
                continue
            if key == "\x13":
                self._request_stop_current_turn()

    def _start_turn_shortcut_monitor(self) -> None:
        self._turn_hotkey_stop = None
        self._turn_hotkey_thread = None
        if not self._interactive or msvcrt is None:
            return
        stop_event = Event()
        thread = Thread(target=self._monitor_turn_shortcuts, args=(stop_event,), daemon=True, name="DeepyCliStopHotkey")
        self._turn_hotkey_stop = stop_event
        self._turn_hotkey_thread = thread
        thread.start()

    def _stop_turn_shortcut_monitor(self) -> None:
        stop_event = self._turn_hotkey_stop
        thread = self._turn_hotkey_thread
        self._turn_hotkey_stop = None
        self._turn_hotkey_thread = None
        if stop_event is not None:
            stop_event.set()
        if thread is not None:
            thread.join(timeout=0.2)

    def _assistant_print_state(self, message_id: str) -> dict[str, str]:
        return self._assistant_live_print_state.setdefault(str(message_id or "").strip(), {"reasoning": "", "content": ""})

    def _print_assistant_block(self, text: str, *, italic: bool = False, show_prefix: bool = True) -> None:
        rendered = self._render_terminal_markdown(text)
        if italic:
            rendered = self._italicize_terminal_block(rendered)
        if not show_prefix:
            self._print(rendered)
        elif "\n" not in rendered:
            self._print(f"Deepy> {rendered}")
        else:
            self._print("Deepy>")
            self._print(rendered)

    def _print_assistant_delta(self, message_id: str, text: str, *, field: str, italic: bool = False, show_prefix: bool = True) -> bool:
        normalized_text = str(text or "").strip()
        if len(normalized_text) == 0:
            return False
        state = self._assistant_print_state(message_id)
        previous = str(state.get(field, "") or "")
        if normalized_text == previous:
            return False
        if len(previous) > 0 and normalized_text.startswith(previous):
            delta = normalized_text[len(previous):].lstrip("\n")
        else:
            delta = normalized_text
        state[field] = normalized_text
        if len(delta.strip()) == 0:
            return False
        self._print_assistant_block(delta, italic=italic, show_prefix=show_prefix)
        return True

    def _flush_live_assistant_reasoning(self) -> None:
        if int(getattr(self._deps.controller, "get_verbose_level", lambda: 0)() or 0) > 1:
            return
        for record in self._session.chat_transcript:
            if str(record.get("role", "")).strip() != "assistant":
                continue
            message_id = str(record.get("id", "") or "").strip()
            reasoning_text = assistant_chat.get_message_reasoning_content(self._session, message_id).strip()
            self._print_assistant_delta(message_id, reasoning_text, field="reasoning", italic=True, show_prefix=False)

    def _iter_tool_blocks(self, record: dict[str, Any]) -> list[dict[str, Any]]:
        blocks = record.get("blocks", None)
        if isinstance(blocks, list):
            return [block for block in blocks if isinstance(block, dict) and str(block.get("type", "")).strip().lower() == "tool"]
        legacy_tools = record.get("tools", None)
        if isinstance(legacy_tools, list):
            return [dict(block or {}, type="tool") for block in legacy_tools if isinstance(block, dict)]
        return []

    def _print_tool_outputs(self, record: dict[str, Any]) -> bool:
        printed_any = False
        for block in self._iter_tool_blocks(record):
            result = block.get("result", None)
            if not isinstance(result, dict):
                continue
            output_file = str(result.get("output_file", "") or "").strip()
            if len(output_file) == 0:
                continue
            tool_label = str(block.get("label", "") or block.get("name", "") or "Tool").strip()
            media_id = str(result.get("media_id", "") or "").strip()
            prefix = f"{tool_label} -> {media_id}" if len(media_id) > 0 else tool_label
            self._print(f"Deepy> {prefix}: {os.path.abspath(output_file)}")
            printed_any = True
        return printed_any

    def _consume_chat_payload(self, payload: str) -> None:
        payload_text = str(payload or "").strip()
        if len(payload_text) == 0:
            return
        try:
            envelope = json.loads(payload_text)
        except Exception:
            return
        batch = envelope.get("batch", None)
        if isinstance(batch, list):
            for item in batch:
                self._consume_chat_payload(json.dumps(item, ensure_ascii=False))
            return
        event = envelope.get("event", envelope)
        if not isinstance(event, dict):
            return
        if event.get("type") == "status":
            status = event.get("status", None)
            if isinstance(status, dict) and status.get("visible", False) and len(str(status.get("text", "")).strip()) > 0:
                status_text = str(status.get("text", "")).strip()
                if status_text.startswith("Using "):
                    self._flush_live_assistant_reasoning()
                self._print_status(status.get("text", ""))
            else:
                self._reset_status()

    def _record_queue_error(self, queue: list[dict[str, Any]], error_text: str) -> None:
        queue_errors = self._state["gen"].setdefault("queue_errors", {})
        for task in list(queue or []):
            params = task.get("params", {}) if isinstance(task, dict) else {}
            client_id = str(params.get("client_id", "") or "").strip()
            if len(client_id) > 0:
                queue_errors[client_id] = (str(error_text), False, False)

    def _run_loaded_queue(self, queue: list[dict[str, Any]]) -> tuple[bool, str]:
        for task in list(queue or []):
            validated_params, validation_error = self._deps.validate_task(task, self._state)
            if validated_params is None:
                return False, validation_error or "Task failed validation."
            params = dict(validated_params or {})
            task_stream = AsyncStream()
            task_error = ""

            def worker():
                try:
                    expected_args = set(inspect.signature(self._deps.generate_video).parameters.keys())
                    filtered_params = {key: value for key, value in params.items() if key in expected_args}
                    filtered_params.setdefault("client_id", "")
                    plugin_data = task.get("plugin_data", {}) if isinstance(task, dict) else {}
                    self._deps.generate_video(task, task_stream.output_queue.push, plugin_data=plugin_data, **filtered_params)
                except Exception as exc:
                    traceback.print_exc()
                    task_stream.output_queue.push("error", str(exc))
                finally:
                    task_stream.output_queue.push("exit", None)

            async_run_in("generation", worker)
            last_msg_len = 0
            in_status_line = False
            while True:
                cmd, data = task_stream.output_queue.next()
                if cmd == "exit":
                    if in_status_line:
                        self._print()
                    break
                if cmd == "error":
                    task_error = str(data or "Generation failed.")
                    self._print(f"[ERROR] {task_error}")
                    in_status_line = False
                    continue
                if cmd == "progress" and isinstance(data, list) and len(data) >= 2:
                    if isinstance(data[0], tuple):
                        step, total = data[0]
                        msg = data[1] if len(data) > 1 else ""
                    else:
                        step, total = 0, 1
                        msg = data[1] if len(data) > 1 else str(data[0])
                    status_line = f"\r[{step}/{total}] {msg}"
                    print(status_line.ljust(max(last_msg_len, len(status_line))), end="", flush=True)
                    last_msg_len = len(status_line)
                    in_status_line = True
                    continue
                if cmd == "status":
                    text = str(data or "")
                    if "Loading" in text:
                        if in_status_line:
                            self._print()
                            in_status_line = False
                            last_msg_len = 0
                        self._print(text)
                    else:
                        status_line = f"\r{text}"
                        print(status_line.ljust(max(last_msg_len, len(status_line))), end="", flush=True)
                        last_msg_len = len(status_line)
                        in_status_line = True
                    continue
                if cmd == "info":
                    if in_status_line:
                        self._print()
                        in_status_line = False
                        last_msg_len = 0
                    self._print(str(data or ""))
            if len(task_error) > 0:
                return False, task_error
        return True, ""

    def _process_inline_queue(self, payload: Any = None) -> None:
        before_counts = self._gallery.counts()
        self._deps.load_queue_action(None, self._state, _CliEvent())
        queue = list(self._state["gen"].get("queue", []) or [])
        if len(queue) == 0:
            return
        requested_client_id = ""
        if isinstance(payload, dict):
            requested_client_id = str(payload.get("client_id", "") or "").strip()
        self._active_generation_client_id = requested_client_id or str(queue[0].get("params", {}).get("client_id", "") or "").strip()
        try:
            success, error_text = self._run_loaded_queue(queue)
            if not success and len(error_text) > 0:
                self._record_queue_error(queue, error_text)
        finally:
            self._active_generation_client_id = ""
            self._state["gen"]["queue"].clear()
            self._gallery.sync_latest_generated(before_counts)

    def _send_cmd(self, cmd: str, data: Any = None) -> None:
        if cmd == "chat_output":
            self._consume_chat_payload(str(data or ""))
        elif cmd == "load_queue_trigger":
            self._process_inline_queue(data)
        elif cmd == "refresh_gallery":
            self._gallery.sync_refresh_path(data)
        elif cmd == "abort_client_id":
            self._abort_generation(str(data or ""))
        elif cmd == "error":
            self._print(f"[ERROR] {data}")

    def _reset_conversation(self) -> None:
        self._session.messages.clear()
        self._session.rendered_token_ids.clear()
        self._session.runtime_snapshot = None
        self._session.chat_html = ""
        self._session.chat_transcript_counter = 0
        self._assistant_live_print_state.clear()
        self._session.current_turn = None
        self._session.interrupt_requested = False
        self._session.drop_state_requested = False
        self._session.interruption_notice = ""
        self._session.runtime_status_note = ""
        self._session.runtime_status_signature = ""
        self._session.rendered_system_prompt_signature = ""
        self._session.rendered_context_window_tokens = 0
        assistant_chat.reset_session_chat(self._session)

    def _print_new_assistant_messages(self, transcript_start: int) -> None:
        printed_any = False
        show_reasoning = int(getattr(self._deps.controller, "get_verbose_level", lambda: 0)() or 0) <= 1
        for record in self._session.chat_transcript[transcript_start:]:
            if str(record.get("role", "")).strip() != "assistant":
                continue
            message_id = str(record.get("id", "") or "").strip()
            reasoning_text = assistant_chat.get_message_reasoning_content(self._session, message_id).strip() if show_reasoning else ""
            text = assistant_chat.get_message_content(self._session, message_id).strip()
            if self._print_assistant_delta(message_id, reasoning_text, field="reasoning", italic=True, show_prefix=False):
                printed_any = True
                if len(text) > 0:
                    self._print()
            if self._print_assistant_delta(message_id, text, field="content", italic=False):
                printed_any = True
            if self._print_tool_outputs(record):
                printed_any = True
        if not printed_any:
            self._print("Deepy> (no final response)")

    def _get_tool_ui_settings(self) -> dict[str, Any]:
        if isinstance(self._session.tool_ui_settings, dict) and len(self._session.tool_ui_settings) > 0:
            return deepy_ui_settings.normalize_assistant_tool_ui_settings(**self._session.tool_ui_settings)
        return deepy_ui_settings.normalize_assistant_tool_ui_settings()

    def _update_tool_ui_settings(self, **changes) -> dict[str, Any]:
        settings = self._get_tool_ui_settings()
        settings.update(changes)
        self._deps.controller.update_tool_ui_settings(self._state, **settings)
        return self._get_tool_ui_settings()

    def _resolve_tool_name(self, value: str) -> str | None:
        return _TOOL_ALIASES.get(str(value or "").strip().lower())

    def _parse_dimensions(self, text: str) -> tuple[int, int] | None:
        cleaned = str(text or "").strip().lower().replace(",", " ").replace("x", " ")
        parts = [part for part in cleaned.split() if len(part) > 0]
        if len(parts) != 2:
            return None
        try:
            return int(parts[0]), int(parts[1])
        except Exception:
            return None

    def _format_template_value(self, value: str) -> str:
        resolved = str(value or "").strip()
        if len(resolved) == 0:
            return "(unset)"
        if os.path.isfile(resolved):
            return os.path.abspath(resolved)
        return resolved

    def _tool_settings_lines(self) -> list[str]:
        settings = self._get_tool_ui_settings()
        return [
            f"Template properties: {'on' if settings['use_template_properties'] else 'off'}",
            f"Default size: {settings['width']}x{settings['height']}",
            f"Video frames: {settings['num_frames']}",
            f"Seed: {settings['seed']}",
            f"gen_image template: {self._format_template_value(settings['image_generator_variant'])}",
            f"edit_image template: {self._format_template_value(settings['image_editor_variant'])}",
            f"gen_video template: {self._format_template_value(settings['video_generator_variant'])}",
            f"gen_video_with_speech template: {self._format_template_value(settings['video_with_speech_variant'])}",
            f"gen_speech_from_description template: {self._format_template_value(settings['speech_from_description_variant'])}",
            f"gen_speech_from_sample template: {self._format_template_value(settings['speech_from_sample_variant'])}",
        ]

    def _print_tool_settings(self) -> None:
        for line in self._tool_settings_lines():
            self._print(line)

    def _build_prompt_session(self, input=None, output=None):
        if PromptSession is None or KeyBindings is None:
            return None
        bindings = KeyBindings()

        @bindings.add("enter")
        def _submit(event):
            event.current_buffer.validate_and_handle()

        @bindings.add("c-j")
        def _newline_ctrl_j(event):
            event.current_buffer.insert_text("\n")

        @bindings.add("escape", "c-j")
        def _newline_ctrl_enter_windows(event):
            event.current_buffer.insert_text("\n")

        @bindings.add("escape", "enter")
        def _newline_escape_enter(event):
            event.current_buffer.insert_text("\n")

        return PromptSession(
            input=input,
            output=output,
            multiline=True,
            key_bindings=bindings,
            prompt_continuation=lambda width, _line_no, _wrap_count: "... ".rjust(width),
        )

    def _read_line(self) -> str:
        if not self._interactive:
            return input("")
        if self._prompt_session is None:
            self._prompt_session = self._build_prompt_session()
        if self._prompt_session is None:
            return input("deepy> ")
        return self._prompt_session.prompt("deepy> ")

    def ask(self, text: str) -> None:
        prompt = str(text or "").strip()
        if len(prompt) == 0:
            return
        if not self._deps.controller.is_available():
            self._print(self._deps.controller.requirement_error_text())
            return
        transcript_start = len(self._session.chat_transcript)
        user_message_id, _event = assistant_chat.add_user_message(self._session, prompt, queued=False)
        begin_assistant_turn(self._session, user_message_id, prompt)
        self._reset_status()
        tools = self._deps.controller.create_tools(self._state, self._send_cmd, session=self._session)
        completed = False
        self._turn_active = True
        self._turn_stop_requested = False
        self._active_generation_client_id = ""
        self._session.worker_active = True
        self._session.interrupt_requested = False
        self._emit_cli_callback("turn_started", self, prompt)
        self._start_turn_shortcut_monitor()
        try:
            self._deps.controller.run_assistant_prompt_turn(self._state, None, "AK", [prompt], 0, override_profile=3.5, send_cmd=self._send_cmd, tools=tools)
            completed = True
        except Exception as exc:
            self._print(f"[ERROR] {exc}")
        finally:
            self._stop_turn_shortcut_monitor()
            self._turn_active = False
            self._turn_stop_requested = False
            self._active_generation_client_id = ""
            self._session.worker_active = False
            self._session.interrupt_requested = False
            self._reset_status()
            self._emit_cli_callback("turn_finished", self, prompt, completed=completed)
        if completed:
            self._print_new_assistant_messages(transcript_start)

    def _handle_add_command(self, value: str, preferred_type: str = "any") -> None:
        try:
            result = self._gallery.add_path(value, preferred_type=preferred_type)
        except Exception as exc:
            self._print(f"[ERROR] {exc}")
            return
        record = result.get("record", None)
        action = "Added" if result.get("added", False) else "Selected"
        if isinstance(record, dict):
            self._print(f"{action} {record.get('media_id')}: {record.get('label', '')}")
        else:
            self._print(f"{action} file.")

    def _handle_command(self, line: str) -> bool:
        command, _, rest = str(line or "").strip().partition(" ")
        argument = rest.strip()
        command = command.lower()
        if command in {"/quit", "/exit"}:
            return False
        if command == "/help":
            self._print("Commands:")
            self._print("  /add <path>     Add and select an image, video, or audio file")
            self._print("  /image <path>   Add and select an image file")
            self._print("  /video <path>   Add and select a video file")
            self._print("  /audio <path>   Add and select an audio file")
            self._print("  /list [scope]   List known media; scope: all, media, image, video, audio")
            self._print("  /media [scope]  Alias for /list")
            self._print("  /select <ref>   Select media by id, index, or name fragment")
            self._print("  /select-video <media_id>  Select a video by media id")
            self._print("  /time <secs>    Set the selected video playback time")
            self._print("  /frame [index]  Show or set the selected video frame (0-based)")
            self._print("  /selected       Show the selected media")
            self._print("  /selected-video Show the selected video media id")
            self._print("  /settings       Show current CLI generation settings")
            self._print("  /size [WxH]     Show or set default generation size and disable template properties")
            self._print("  /frames [count] Show or set default gen_video frame count and disable template properties")
            self._print("  /seed [value]   Show or set default generation seed and disable template properties")
            self._print("  /template <tool> <variant>  Set the preset for any Deepy generation tool")
            self._print("  /templates [tool]  List available preset variants")
            self._print("  /template-props [on|off]  Show or toggle template resolution/frame properties")
            self._print("  /reset          Clear the Deepy conversation but keep media")
            self._print("  /clear-media    Remove all virtual gallery media")
            self._print("  /quit           Exit the session")
            if self._interactive:
                self._print("Prompt entry:")
                self._print("  Enter           Send the current prompt")
                self._print("  Ctrl+Enter      Insert a newline on Windows terminals that expose it")
                self._print("  Ctrl+J          Insert a newline fallback")
                self._print("  Alt+Enter       Insert a newline")
                self._print("  Ctrl+S          Stop the current Deepy turn while it is running")
                self._print("  Shift+Enter     Not available here; the console reports it as plain Enter")
            return True
        if command == "/add":
            self._handle_add_command(argument, "any")
            return True
        if command == "/image":
            self._handle_add_command(argument, "image")
            return True
        if command == "/video":
            self._handle_add_command(argument, "video")
            return True
        if command == "/audio":
            self._handle_add_command(argument, "audio")
            return True
        if command in {"/list", "/media"}:
            for one_line in self._gallery.list_lines(argument or "all"):
                self._print(one_line)
            return True
        if command == "/select":
            record = self._gallery.select(argument)
            if record is None:
                self._print("Unable to resolve media selection.")
            else:
                self._print(f"Selected {record.get('media_id')}: {record.get('label', '')}")
            return True
        if command == "/select-video":
            record = self._gallery.select(argument, media_type="video")
            if record is None:
                self._print("Unable to resolve video selection.")
            else:
                self._print(f"Selected video {record.get('media_id')}: {record.get('label', '')}")
            return True
        if command == "/time":
            try:
                seconds = float(argument)
            except Exception:
                self._print("Provide a numeric time in seconds.")
            else:
                self._print(self._gallery.set_selected_time(seconds))
            return True
        if command == "/frame":
            if len(argument) == 0:
                self._print(self._gallery.selected_frame_summary())
                return True
            try:
                frame_no = int(argument)
            except Exception:
                self._print("Provide a numeric frame index.")
            else:
                self._print(self._gallery.set_selected_frame(frame_no))
            return True
        if command == "/selected":
            self._print(self._gallery.selected_summary())
            return True
        if command == "/selected-video":
            self._print(self._gallery.selected_video_summary())
            return True
        if command == "/settings":
            self._print_tool_settings()
            return True
        if command in {"/size", "/resolution"}:
            if len(argument) == 0:
                settings = self._get_tool_ui_settings()
                self._print(f"Default size: {settings['width']}x{settings['height']} (template properties {'on' if settings['use_template_properties'] else 'off'})")
                return True
            dimensions = self._parse_dimensions(argument)
            if dimensions is None:
                self._print("Use /size <width>x<height>.")
                return True
            try:
                settings = self._update_tool_ui_settings(width=dimensions[0], height=dimensions[1], use_template_properties=False)
            except Exception as exc:
                self._print(f"[ERROR] {exc}")
            else:
                self._print(f"Default size set to {settings['width']}x{settings['height']}. Template properties disabled.")
            return True
        if command == "/frames":
            if len(argument) == 0:
                settings = self._get_tool_ui_settings()
                self._print(f"Video frames: {settings['num_frames']} (template properties {'on' if settings['use_template_properties'] else 'off'})")
                return True
            try:
                frame_count = int(argument)
            except Exception:
                self._print("Use /frames <count>.")
                return True
            try:
                settings = self._update_tool_ui_settings(num_frames=frame_count, use_template_properties=False)
            except Exception as exc:
                self._print(f"[ERROR] {exc}")
            else:
                self._print(f"Default gen_video frame count set to {settings['num_frames']}. Template properties disabled.")
            return True
        if command == "/seed":
            if len(argument) == 0:
                settings = self._get_tool_ui_settings()
                self._print(f"Seed: {settings['seed']} (template properties {'on' if settings['use_template_properties'] else 'off'})")
                return True
            try:
                seed = int(argument)
            except Exception:
                self._print("Use /seed <value>. Use -1 for random.")
                return True
            try:
                settings = self._update_tool_ui_settings(seed=seed, use_template_properties=False)
            except Exception as exc:
                self._print(f"[ERROR] {exc}")
            else:
                self._print(f"Default seed set to {settings['seed']}. Template properties disabled.")
            return True
        if command in {"/template", "/preset"}:
            tool_name, _, tool_value = argument.partition(" ")
            resolved_tool = self._resolve_tool_name(tool_name)
            if resolved_tool is None or len(tool_value.strip()) == 0:
                self._print("Use /template <gen_image|edit_image|gen_video|gen_video_with_speech|gen_speech_from_description|gen_speech_from_sample> <variant>.")
                return True
            try:
                if resolved_tool == "gen_image":
                    settings = self._update_tool_ui_settings(image_generator_variant=tool_value.strip())
                    value = settings["image_generator_variant"]
                elif resolved_tool == "edit_image":
                    settings = self._update_tool_ui_settings(image_editor_variant=tool_value.strip())
                    value = settings["image_editor_variant"]
                elif resolved_tool == "gen_video":
                    settings = self._update_tool_ui_settings(video_generator_variant=tool_value.strip())
                    value = settings["video_generator_variant"]
                elif resolved_tool == "gen_video_with_speech":
                    settings = self._update_tool_ui_settings(video_with_speech_variant=tool_value.strip())
                    value = settings["video_with_speech_variant"]
                elif resolved_tool == "gen_speech_from_description":
                    settings = self._update_tool_ui_settings(speech_from_description_variant=tool_value.strip())
                    value = settings["speech_from_description_variant"]
                else:
                    settings = self._update_tool_ui_settings(speech_from_sample_variant=tool_value.strip())
                    value = settings["speech_from_sample_variant"]
            except Exception as exc:
                self._print(f"[ERROR] {exc}")
            else:
                self._print(f"{resolved_tool} template set to {self._format_template_value(value)}")
            return True
        if command == "/templates":
            if len(argument) == 0:
                for tool_name in (
                    "gen_image",
                    "edit_image",
                    "gen_video",
                    "gen_video_with_speech",
                    "gen_speech_from_description",
                    "gen_speech_from_sample",
                ):
                    variants = deepy_tool_settings.list_tool_variants(tool_name)
                    suffix = ", ".join(variants) if variants else "(none)"
                    self._print(f"{tool_name}: {suffix}")
                return True
            resolved_tool = self._resolve_tool_name(argument)
            if resolved_tool is None:
                self._print("Use /templates [gen_image|edit_image|gen_video|gen_video_with_speech|gen_speech_from_description|gen_speech_from_sample].")
                return True
            variants = deepy_tool_settings.list_tool_variants(resolved_tool)
            self._print(f"{resolved_tool}: {', '.join(variants) if variants else '(none)'}")
            return True
        if command == "/template-props":
            if len(argument) == 0:
                settings = self._get_tool_ui_settings()
                self._print(f"Template properties are {'on' if settings['use_template_properties'] else 'off'}.")
                return True
            normalized = argument.strip().lower()
            if normalized not in {"on", "off"}:
                self._print("Use /template-props on|off.")
                return True
            try:
                settings = self._update_tool_ui_settings(use_template_properties=normalized == "on")
            except Exception as exc:
                self._print(f"[ERROR] {exc}")
            else:
                self._print(f"Template properties {'enabled' if settings['use_template_properties'] else 'disabled'}.")
            return True
        if command == "/reset":
            self._reset_conversation()
            self._print("Deepy conversation reset.")
            return True
        if command == "/clear-media":
            self._gallery.clear_media()
            self._print("Virtual galleries cleared.")
            return True
        self._print(f"Unknown command: {command}. Use /help.")
        return True

    def run(self) -> int:
        if not self._deps.controller.is_available():
            self._print(self._deps.controller.requirement_error_text())
            return 1
        self._interactive = bool(getattr(__import__("sys").stdin, "isatty", lambda: False)())
        for line in _DEEPY_LOGO:
            self._print(line)
        preload_runtime = getattr(self._deps.controller, "preload_cli_runtime", None)
        if callable(preload_runtime):
            self._print("[Deepy] Preloading runtime...")
            try:
                preload_result = preload_runtime(self._state, override_profile=3.5)
            except Exception as exc:
                self._print(f"[ERROR] Deepy preload failed: {exc}")
                return 1
            warmed_vllm = bool((preload_result or {}).get("warmed_vllm", False)) if isinstance(preload_result, dict) else False
            self._print("[Deepy] Prompt enhancer and vLLM are ready." if warmed_vllm else "[Deepy] Prompt enhancer is ready.")
        self._print("Deepy CLI session. Use /help for commands.")
        if self._interactive and PromptSession is not None:
            self._print("Multiline input: Enter sends, Ctrl+Enter or Alt+Enter inserts a newline, Ctrl+S stops the active turn.")
        while True:
            try:
                line = self._read_line()
            except EOFError:
                self._print()
                return 0
            except KeyboardInterrupt:
                self._print()
                return 130
            line = str(line or "").strip()
            if len(line) == 0:
                continue
            if line.startswith("/"):
                if not self._handle_command(line):
                    return 0
                continue
            self.ask(line)


def run_deepy_cli_session(deps: DeepyCliDeps) -> int:
    _reconfigure_stdio()
    return DeepyCliSession(deps).run()


__all__ = ["DeepyCliCallbacks", "DeepyCliDeps", "DeepyCliSession", "run_deepy_cli_session"]