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## Summary epic r04 - begin refactor ## Change Type - [x] Cowork feature - [ ] Bug fix - [ ] Core AI contribution - [ ] Test / hardening - [ ] Performance - [ ] Documentation ## Related Work Cowork Task: Core Repo: http://34.143.229.138/gitea-admin/fsg-ai-core-assets Core AI Issue: Core Task: Related PR: ## Scope What is intentionally included? What is intentionally NOT included? ## Validation - [ ] Unit tests - [ ] Integration tests - [ ] Manual verification - [ ] Regression check Commands / evidence: ## Security Impact Permission / credential / network / customer data impact: ## Compatibility - [ ] No breaking change - [ ] Breaking change documented ## Reviewer Notes Anything Cowork reviewers should pay attention to. --------- Co-authored-by: Anh Tran Nguyen Minh <anhtnm1@fpt.com> Co-authored-by: Huong Le Thi Thien <huongltt35@fpt.com> Co-authored-by: Nam Pham Dinh Thanh <nampdt@fpt.com> Co-authored-by: Vu Dam Tuan <vudt15@fpt.com> Co-authored-by: Hiep Ha Van <hiephv3@fpt.com> Co-authored-by: Lam Hoang Van <lamhv7@fpt.com> Reviewed-on: #7 Co-authored-by: Duy Le Huu <duylh19@fpt.com>
296 lines
13 KiB
Python
296 lines
13 KiB
Python
"""AiEditModelResolver — model picker + Auto Model Routing + image-model
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discovery for the AI-Edit panel (R08-T12, extracted from
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``ui/folder_tab.py::FolderTab``, lines 802-1036/911-961 of the original
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1587-line file: ``refresh_ai_models``, ``_scan_all_image_models``,
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``_ai_provider``, ``_ai_apply_routing``, ``_confirm_routing_switch``,
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``_ai_image_model``, ``_maybe_suggest_image_model``,
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``_suggest_cross_provider_image``).
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A plain (non-Qt-widget) helper composed BY
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``ai_file_editor_dialog.py::AiFileEditorDialog`` — this is genuinely a
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distinct concern (which provider/model answers THIS run) from the panel's
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send/plan/edit orchestration, and splitting it out is also what keeps
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``ai_file_editor_dialog.py`` under the 400-line cap.
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"""
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from __future__ import annotations
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from typing import Any, List, Optional, Tuple
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from cowork_local.core.worker import AgentWorker
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from cowork_local.i18n import tr
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class AiEditModelResolver:
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"""Owns the AI-edit model combo's contents and every "which provider/
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model should THIS run use" decision — independent of the Cowork/Settings
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agent, exactly like the original panel's own picker was.
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Args:
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ctx: ``AppContext``.
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model_combo: the ``QComboBox`` populated by :meth:`refresh`.
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on_status: ``(text) -> None`` — posts a status line into the AI
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chat (production passes ``ai_chat.add_status``).
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confirm_switch: ``(self, decision, timeout) -> bool`` — the Qt
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confirm dialog for Manual routing mode (kept as a callback so
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this class never imports a dialog itself).
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"""
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def __init__(self, ctx, model_combo, on_status, confirm_switch) -> None:
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"""Bộ chọn model của panel AI-Edit.
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``on_status`` và ``confirm_switch`` được tiêm vào để lớp này không tự mở hộp
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thoại — nhờ vậy test chạy được nó mà không cần giao diện.
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"""
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self.ctx = ctx
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self._combo = model_combo
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self._on_status = on_status
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self._confirm_switch = confirm_switch
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self._models: List[str] = []
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self._models_provider = ""
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self._all_image_models: List[Tuple[str, str]] = [] # [(provider_key, model)]
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self._img_scan_worker = None
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self._pending_img_suggest = False
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self._routed_provider: Optional[str] = None
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self._routed_model: Optional[str] = None
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@property
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def models(self) -> List[str]:
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"""Danh sách model đã nạp cho provider hiện tại."""
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return self._models
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@property
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def models_provider(self) -> str:
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"""Provider mà danh sách model đang thuộc về; '' nếu chưa nạp lần nào."""
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return self._models_provider
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@property
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def routed_provider(self) -> Optional[str]:
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"""The provider :meth:`apply_routing` switched to for the current
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run, or ``None`` when it didn't switch (routing off/declined)."""
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return self._routed_provider
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@property
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def routed_model(self) -> Optional[str]:
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"""Model do định tuyến tự động chọn cho lượt này; ``None`` nếu dùng model người dùng chọn."""
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return self._routed_model
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def should_refresh(self) -> bool:
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"""True on first open, or when the active provider changed since
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the model list was last loaded — a stale list would resolve a pick
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to the wrong/default model at the new endpoint."""
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return self._combo.count() <= 1 or self._models_provider != self.ctx.config.active_provider
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def refresh(self) -> None:
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"""Fetch the active provider's model list (background) into the
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picker. Also proactively scans ALL providers for image-capable
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models so a suggestion is ready the moment one is needed."""
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name = self.ctx.config.active_provider
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setting_model = self.ctx.config.provider_conf(name).get("model", "")
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def job(worker):
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"""Chạy nền: hỏi provider danh sách model, lỗi thì trả về list rỗng."""
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prov = self.ctx.build_provider_for(name)
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try:
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models = list(getattr(prov, "list_models", lambda: [])() or [])
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except Exception: # noqa: BLE001
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models = []
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return {"models": models}
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def done(res):
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"""Đổ danh sách vào ô chọn, giữ nguyên model đang chọn.
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Luôn đưa model cấu hình trong Settings lên đầu, kể cả khi provider không
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liệt kê được — để ô chọn không bao giờ chỉ có mỗi "(tự động)".
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"""
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fetched = list(res.get("models", []))
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# Always offer the Settings-configured model as an explicit
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# choice, even when the provider can't list models.
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self._models = list(dict.fromkeys(
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([setting_model] if setting_model else []) + [m for m in fetched if m]))
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self._models_provider = name
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cur = self._combo.currentData()
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self._combo.blockSignals(True)
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self._combo.clear()
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self._combo.addItem(tr("folder.ai_model_auto"), None)
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for m in self._models:
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self._combo.addItem(m, m)
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idx = self._combo.findData(cur)
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self._combo.setCurrentIndex(idx if idx >= 0 else 0)
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self._combo.blockSignals(False)
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w = AgentWorker(job)
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w.finished_ok.connect(done)
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self._models_worker = w
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w.start()
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self._scan_all_image_models()
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def _scan_all_image_models(self, then_suggest: bool = False) -> None:
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"""Dò khắp mọi provider đã cấu hình xem cái nào có model sinh ảnh.
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Chạy sẵn ở nền để lúc cần gợi ý là có ngay. Đang dò dở mà bị gọi lại thì
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chỉ ghi nhận yêu cầu gợi ý, không dò chồng lên nhau.
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"""
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if self._img_scan_worker is not None:
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if then_suggest:
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self._pending_img_suggest = True
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return
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providers = dict(self.ctx.config.data.get("providers", {}))
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candidates = [k for k, c in providers.items()
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if (c.get("base_url") or c.get("api_key"))]
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def job(worker):
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"""Chạy nền: duyệt từng provider, lọc ra model sinh ảnh được."""
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from cowork_local.core import image_gen
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found = []
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for key in candidates:
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try:
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prov = self.ctx.build_provider_for(key)
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models = list(getattr(prov, "list_models", lambda: [])() or [])
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except Exception: # noqa: BLE001 - a broken provider must not block the scan
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models = []
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for m in models:
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if image_gen.looks_like_image_model(m):
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found.append((key, m))
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return {"found": found}
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def done(res):
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"""Ghi lại kết quả dò; có yêu cầu gợi ý đang chờ thì trả lời luôn."""
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self._img_scan_worker = None
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self._all_image_models = list(res.get("found", []))
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if self._pending_img_suggest:
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self._pending_img_suggest = False
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self._suggest_cross_provider_image()
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w = AgentWorker(job)
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w.finished_ok.connect(done)
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w.failed.connect(self._on_image_scan_failed)
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self._img_scan_worker = w
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if then_suggest:
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self._pending_img_suggest = True
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w.start()
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def _on_image_scan_failed(self, _err) -> None:
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"""Dò model ảnh thất bại: chỉ xoá cờ đang chạy, không báo lỗi ra màn hình —
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đây là việc chạy ngầm mà người dùng không yêu cầu.
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"""
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self._img_scan_worker = None
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def provider(self) -> Any:
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"""Build a provider using the model chosen in the picker ('(auto)'
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-> the active provider's default), or an Auto/Manual routing
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override set by :meth:`apply_routing` for the current run."""
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if self._routed_provider or self._routed_model:
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provider = self._routed_provider or self.ctx.config.active_provider
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return self.ctx.build_provider_for(provider, self._routed_model or None)
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model = self._combo.currentData()
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return self.ctx.build_provider_for(self.ctx.config.active_provider, model or None)
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def apply_routing(self, instruction: str) -> None:
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"""Auto Model Routing for the AI-Edit surface (always a CODING
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task). Sets the routing override :meth:`provider` honours.
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Never raises — a routing failure must never block an edit."""
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self._routed_provider = None
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self._routed_model = None
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try:
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from cowork_local.application.model_routing import (
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RoutingRequest,
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build_routing_application_service,
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)
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from cowork_local.core.routing.models import TaskType
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cur_provider = self.ctx.config.active_provider
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picked = self._combo.currentData()
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cur_model = picked or self.ctx.config.provider_conf(cur_provider).get("model", "")
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outcome = build_routing_application_service(self.ctx).resolve(
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RoutingRequest(
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surface="ai_edit",
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prompt=instruction,
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current_provider=cur_provider,
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current_model=cur_model,
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# An edit instruction is never a QA question, so the task
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# type is pinned rather than classified from the prompt.
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task_type=TaskType.CODING,
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),
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confirm=self._confirm_switch,
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)
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if not outcome.switched:
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return
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self._routed_provider = outcome.provider
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self._routed_model = outcome.model
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self._on_status(tr(
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"routing.switched_notice",
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model=outcome.model, task=outcome.task_type,
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gain=f"{outcome.score_gain:.2f}"))
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except Exception: # noqa: BLE001 — routing must never block an edit
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self._routed_provider = None
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self._routed_model = None
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_IMAGE_WORDS = ("image", "picture", "photo", "illustration", "icon", "logo", "diagram",
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"ảnh", "hình", "minh họa", "biểu tượng", "画像", "イラスト")
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def maybe_suggest_image_model(self, instruction: str) -> None:
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"""If the request looks image-related, suggest a suitable image
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model BEFORE running — active provider first, then ALL providers."""
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from cowork_local.core import image_gen
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low = (instruction or "").lower()
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if not any(w in low for w in self._IMAGE_WORDS):
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return
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picked = self._combo.currentData()
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if picked and image_gen.looks_like_image_model(picked):
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return
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local = image_gen.suggest_image_model(self._models)
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if local:
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self._on_status(tr("folder.ai_image_suggest", model=local))
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return
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if self._all_image_models:
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self._suggest_cross_provider_image()
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elif self._img_scan_worker is not None:
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self._pending_img_suggest = True
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else:
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self._scan_all_image_models(then_suggest=True)
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def _suggest_cross_provider_image(self) -> None:
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"""Gợi ý một model sinh ảnh, kể cả khi nó thuộc provider KHÁC provider đang chọn.
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Đây là chỗ duy nhất trong màn Thư mục biết tới nhiều provider cùng lúc.
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"""
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from cowork_local.config import PROVIDER_LABELS
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if not self._all_image_models:
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picked = self._combo.currentData()
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if picked:
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self._on_status(tr("folder.ai_image_use_selected", model=picked))
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else:
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self._on_status(tr("folder.ai_image_none"))
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return
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seen, lines = set(), []
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for key, model in self._all_image_models:
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tag = (key, model)
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if tag in seen:
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continue
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seen.add(tag)
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lines.append(f"• {model} ({PROVIDER_LABELS.get(key, key)})")
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if len(lines) >= 5:
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break
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self._on_status(tr("folder.ai_image_suggest_all") + "\n" + "\n".join(lines))
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def image_model(self) -> Tuple[Optional[str], Optional[str], Optional[str]]:
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"""Resolve ``(model, base_url, api_key)`` for image generation,
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searching ALL providers — see the module docstring for priority
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order (picked model if image-capable -> active provider's image
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model -> any other provider's -> fall back to the picked model)."""
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from cowork_local.core import image_gen
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picked = self._combo.currentData()
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if picked and image_gen.looks_like_image_model(picked):
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return picked, None, None
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local = image_gen.suggest_image_model(self._models)
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if local:
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return local, None, None
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for key, model in self._all_image_models:
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conf = self.ctx.config.provider_conf(key)
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return model, (conf.get("base_url") or None), (conf.get("api_key") or None)
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return (picked or None), None, None
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__all__ = ["AiEditModelResolver"]
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