Update job detail page to track revisions and display document image next to transcription text.

.github/instructions/services.instructions.md

@@ -0,0 +1,77 @@
+---
+description: Follow these guidelines when editing the services
+applyTo: 'src/transcription/services/*.py'
+---
+
+# Services
+
+## Structure
+
+- Project core data models defined in [models](../../src/transcription/models.py)
+- 1 service class per data model
+- Only services directly interact with the database, and only through async methods
+- Services are completely independent of one another. Any operation that needs to use more than a single service, which is most of them, needs to have a separate orchestration function.
+
+## Error Handling
+
+- Service-specific errors defined at the top of the respective module and inherit from `AppError`
+- Use a context manager for large `try/except` blocks like in [transcription](../../src/transcription/services/transcription.py)
+
+## Checklist
+
+- [ ] Uses `ServiceBase` for common logic
+- [ ] CRUD methods created at the top
+- [ ] Session kwarg for `AsyncSession` to pass in a session object to each method
+- [ ] Services use `self._session_scope` in their methods to pass the session thru.
+    - Multiple operations on the same object(s) require sharing a session between all the methods used.
+
+## CRUD Methods
+
+- Create, read, update, and delete, created in that order
+- Name format `<operation>_<model >`, for example `create_document` or `update_job`
+- All services must define these 4 methods first, and in that order
+
+## Transaction Finalization
+
+When a service method accepts an optional `session` kwarg, write methods must use `self._finalize` to finalize the transaction properly according to whether or not they are sharing a session.
+
+- If `session` is `None`: the method owns the transaction and should `commit()`.
+- If `session` is provided: the method must **not** commit; it should `flush()` so IDs and FK values are available to the caller's transaction.
+- Use `refresh()` on returned ORM objects when the caller needs DB-populated values (defaults, triggers, merged state).
+
+Recommended helper behavior:
+
+- Inputs: active session object, original `session` arg (or a boolean ownership flag), and an optional list of objects to refresh.
+- Logic: `commit` when service-owned session, `flush` when caller-owned session, then refresh requested objects.
+
+This keeps orchestration functions atomic: they can pass one shared session across multiple services and commit exactly once at the workflow boundary.
+
+## Workflow Transaction Boundaries
+
+For multi-step job lifecycles (for example queued transcription jobs), orchestration functions must use explicit transaction phases.
+
+Required boundary model:
+
+- **Transaction A (claim):** transition `JobStatus.QUEUED -> JobStatus.PROCESSING` and commit immediately.
+- Perform provider/network work **outside** database transactions.
+- **Transaction B (terminal success):** write transcript content and set `JobStatus.TRANSCRIBED` in the same shared-session commit.
+- **Transaction B (terminal failure):** write transcript error detail and set `JobStatus.FAILED` in the same shared-session commit.
+- **Transaction C (retry path):** write transcript error detail, increment retry count, and set `JobStatus.QUEUED` in one shared-session commit.
+
+Atomicity rules:
+
+- Never commit transcript updates separately from the paired terminal/retry job status change.
+- Terminal state (`TRANSCRIBED` or `FAILED`) and transcript row changes must succeed or roll back together.
+- Retry persistence (`QUEUED` + retry increment + error detail) must succeed or roll back together.
+
+Separation of concerns:
+
+- Worker modules should stay lightweight and delegate lifecycle transitions to service/workflow orchestration functions.
+- In `workflows.py`, `process_queued_job` should own one complete attempt lifecycle: `QUEUED -> PROCESSING -> TRANSCRIBED|FAILED`.
+- In `workflows.py`, `advance_job` should coordinate broader status progression around attempts (for example retry scheduling from `FAILED -> QUEUED`).
+- Services should expose session-aware write helpers (flush on caller-owned session) so orchestration controls commit boundaries.
+- Backoff/sleep behavior must run outside transactional scopes.
+
+# Service Composition
+
+Some operations, like uploading a picutre, require modifications to multiple tables, which can be done by composing methods from the service object into a separate function.

.vscode/launch.json

@@ -0,0 +1,27 @@
+{
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python: Debug transcription app",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "debugpy",
+            "args": [
+                "-m",
+                "uvicorn",
+                "transcription.app:create_app",
+                "--factory",
+                "--host",
+                // "127.0.0.1",
+                "0.0.0.0",
+                "--port",
+                "8080"
+            ],
+            "justMyCode": true,
+            "console": "integratedTerminal",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}/src"
+            }
+        }
+    ]
+}

README.md

@@ -10,6 +10,7 @@ The app lets you upload a document image/PDF, queues a background transcription
 - Persist document + job records in SQLite
 - Process jobs in a background worker (`queued -> processing -> transcribed/failed`)
 - Store transcript text (or failure detail)
+- Track transcript revisions (AI-generated and manual updates)
 - Show status and results in the NiceGUI interface
 
 ## Quick start
@@ -61,8 +62,11 @@ uv run uvicorn transcription.app:create_app --factory --reload
 
 - **Job detail page** (`/ui/jobs/{job_id}`)
   - Shows job metadata and status.
-  - Displays transcript text when successful.
+  - Shows transcript metadata, including provider and model.
-  - Displays failure detail when transcription fails.
+  - Shows a version table with `Created` and `Version`.
+  - Displays latest version text in an editable textbox.
+  - **Update** creates a new transcript version.
+  - Displays failure detail for failed revisions.
 
 ## Prompt artifacts
 

pyproject.toml

@@ -23,15 +23,16 @@ dependencies = [
     "sqlmodel>=0.0.25",
 ]
 
-[project.optional-dependencies]
-dev = [
-    "pytest>=8.0",
-    "pytest-asyncio>=0.25",
-]
 
 [dependency-groups]
 dev = [
+    "pytest>=8.0",
+    "pytest-asyncio>=0.25",
+    "httpx2>=2.5.0",
+    "ipykernel>=7.3.0",
+    "ipywidgets>=8.1.8",
     "pre-commit>=4.6.0",
+    "rich>=15.0.0",
     "ruff>=0.15.20",
     "ty>=0.0.54",
 ]

src/transcription/app.py

@@ -2,11 +2,12 @@
 
 from __future__ import annotations
 
-import asyncio
+from contextlib import AsyncExitStack
 from contextlib import asynccontextmanager
-from contextlib import suppress
 
 from fastapi import FastAPI
+from fastapi import status
+from fastapi.responses import RedirectResponse
 
 from .api.errors import register_error_handlers
 from .api.health import router as health_router
@@ -17,42 +18,7 @@ from .db import dispose_database_runtime
 from .db import initialize_database_runtime
 from .services import ServiceBundle
 from .ui import register_pages
-from .worker import run_worker_loop
+from .worker import worker_consumer_lifespan
-
-
-def _start_worker(app: FastAPI) -> None:
-    stop_event = asyncio.Event()
-    wake_queue: asyncio.Queue[None] = asyncio.Queue()
-    worker_task = asyncio.create_task(
-        run_worker_loop(
-            session_factory=app.state.runtime.session_factory,
-            stop_event=stop_event,
-            wake_queue=wake_queue,
-            poll_interval_seconds=1.0,
-        )
-    )
-    wake_queue.put_nowait(None)
-    app.state.worker_stop_event = stop_event
-    app.state.worker_wake_queue = wake_queue
-    app.state.worker_task = worker_task
-
-
-async def _stop_worker(app: FastAPI) -> None:
-    stop_event = getattr(app.state, "worker_stop_event", None)
-    wake_queue = getattr(app.state, "worker_wake_queue", None)
-    worker_task = getattr(app.state, "worker_task", None)
-
-    if stop_event is not None:
-        stop_event.set()
-    if wake_queue is not None:
-        wake_queue.put_nowait(None)
-    if worker_task is not None:
-        try:
-            await asyncio.wait_for(worker_task, timeout=2.0)
-        except TimeoutError:
-            worker_task.cancel()
-            with suppress(asyncio.CancelledError):
-                await worker_task
 
 
 @asynccontextmanager
@@ -70,17 +36,31 @@ async def _lifespan(app: FastAPI):
     settings.upload_dir.mkdir(parents=True, exist_ok=True)
     settings.prompt_dir.mkdir(parents=True, exist_ok=True)
 
-    _start_worker(app)
+    async with AsyncExitStack() as stack:
-    try:
+        stack.push_async_callback(dispose_database_runtime)
+        stop_event, worker_notifier = await stack.enter_async_context(
+            worker_consumer_lifespan(
+                session_factory=app.state.runtime.session_factory,
+                poll_interval_seconds=1.0,
+            )
+        )
+        app.state.worker_stop_event = stop_event
+        app.state.worker_notifier = worker_notifier
         yield
-    finally:
-        await _stop_worker(app)
-        await dispose_database_runtime()
 
 
 def create_app() -> FastAPI:
     """Create and configure the FastAPI application."""
     app = FastAPI(title="Transcription", lifespan=_lifespan)
+
+    @app.get("/", include_in_schema=False)
+    async def root_redirect() -> RedirectResponse:
+        return RedirectResponse(url="/ui", status_code=status.HTTP_307_TEMPORARY_REDIRECT)
+
+    @app.get("/ui", include_in_schema=False)
+    async def ui_redirect() -> RedirectResponse:
+        return RedirectResponse(url="/ui/upload", status_code=status.HTTP_307_TEMPORARY_REDIRECT)
+
     register_error_handlers(app)
     register_pages(app)
     app.include_router(health_router)

src/transcription/app_state.py

@@ -0,0 +1,39 @@
+"""Helpers for accessing lifespan-owned application state resources."""
+
+from __future__ import annotations
+
+from fastapi import FastAPI
+from sqlalchemy.ext.asyncio import async_sessionmaker
+from sqlmodel.ext.asyncio.session import AsyncSession
+
+from transcription.db.runtime import DatabaseRuntime
+from transcription.db.runtime import get_session_factory
+from transcription.worker import WorkerNotifier
+from transcription.worker import resolve_worker_notifier
+
+
+def resolve_database_runtime(state: object) -> DatabaseRuntime | None:
+    """Return database runtime from app-like state objects when available."""
+    runtime = getattr(state, "runtime", None)
+    return runtime if isinstance(runtime, DatabaseRuntime) else None
+
+
+def require_database_runtime(state: object) -> DatabaseRuntime:
+    """Return database runtime or raise when app lifespan has not initialized it."""
+    runtime = resolve_database_runtime(state)
+    if runtime is None:
+        raise RuntimeError("Database runtime is not initialized on application state")
+    return runtime
+
+
+def resolve_session_factory(state: object) -> async_sessionmaker[AsyncSession]:
+    """Return DB session factory from state when available, otherwise shared runtime."""
+    runtime = resolve_database_runtime(state)
+    if runtime is not None:
+        return runtime.session_factory
+    return get_session_factory()
+
+
+def get_worker_notifier(app: FastAPI) -> WorkerNotifier:
+    """Return app worker notifier, or a no-op fallback when unavailable."""
+    return resolve_worker_notifier(app.state)

src/transcription/config.py

@@ -75,7 +75,7 @@ LOGGING_CONFIG: dict[str, object] = {
     "disable_existing_loggers": False,
     "formatters": {
         "standard": {
-            "format": "%(asctime)s | %(levelname)-8s | %(name)s | %(message)s",
+            "format": "%(asctime)s %(levelname)-8s | %(message)s",
             "datefmt": "%Y-%m-%d %H:%M:%S",
         }
     },

src/transcription/db/operations.py

@@ -58,3 +58,9 @@ def _ensure_sqlite_compat_columns(connection: Connection) -> None:
     if "retry_count" not in columns:
         connection.execute(text("ALTER TABLE job ADD COLUMN retry_count INTEGER NOT NULL DEFAULT 0"))
         logger.warning("Applied SQLite compatibility schema patch table=job column=retry_count default=0")
+
+    if "transcript" in table_names:
+        transcript_columns = {column["name"] for column in inspector.get_columns("transcript")}
+        if "model" not in transcript_columns:
+            connection.execute(text("ALTER TABLE transcript ADD COLUMN model VARCHAR"))
+            logger.warning("Applied SQLite compatibility schema patch table=transcript column=model")

src/transcription/models.py

@@ -1,7 +1,9 @@
 """SQLModel domain models for the transcription system.
 
-Three models capture the MVP lifecycle:
+Core models capture the MVP lifecycle:
-  Document  ->  one-to-many  ->  Job  ->  one-to-one  ->  Transcript
+Document (1) -> (many) Job
+Job (1) -> (1) Transcript
+Job (1) -> (many) TranscriptRevision
 """
 
 from datetime import UTC
@@ -11,6 +13,7 @@ from typing import Optional
 from uuid import UUID
 from uuid import uuid4
 
+from sqlalchemy import UniqueConstraint
 from sqlmodel import Field
 from sqlmodel import Relationship
 from sqlmodel import SQLModel
@@ -29,9 +32,7 @@ class Document(SQLModel, table=True):
     id: UUID = Field(default_factory=uuid4, primary_key=True)
     filename: str
     file_path: str
-    uploaded_at: datetime = Field(
+    uploaded_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-        default_factory=lambda: datetime.now(UTC),
-    )
 
     # --- relationships ---
     jobs: list["Job"] = Relationship(back_populates="document")
@@ -44,16 +45,18 @@ class Job(SQLModel, table=True):
     document_id: UUID = Field(foreign_key="document.id")
     status: JobStatus = Field(default=JobStatus.QUEUED)
     retry_count: int = Field(default=0, ge=0)
-    created_at: datetime = Field(
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-        default_factory=lambda: datetime.now(UTC),
+    updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-    )
-    updated_at: datetime = Field(
-        default_factory=lambda: datetime.now(UTC),
-    )
 
     # --- relationships ---
     document: Document = Relationship(back_populates="jobs")
     transcript: Optional["Transcript"] = Relationship(back_populates="job")
+    transcript_revisions: list["TranscriptRevision"] = Relationship(back_populates="job")
+
+    @property
+    def filename(self) -> str:
+        """Return the filename of the associated document."""
+        return self.document.filename if self.document else "unknown"
 
 
 class Transcript(SQLModel, table=True):
@@ -61,11 +64,38 @@ class Transcript(SQLModel, table=True):
 
     id: UUID = Field(default_factory=uuid4, primary_key=True)
     job_id: UUID = Field(foreign_key="job.id", unique=True)
+    """ID for the associated job. There's a 1-1 relationship bewteen transcripts and jobs."""
+    provider: str
+    """Name of the transcription provider used to generate this transcript."""
+    prompt_name: str
+    """Name of the prompt used to generate this transcript."""
+    model: str | None = None
+    """Provider model that generated the original AI transcript."""
     text: str | None = None
+    """The transcribed text. This may be None if the job failed or is still in progress."""
     error_detail: str | None = None
-    created_at: datetime = Field(
+    """Details of any error that occurred during transcription."""
-        default_factory=lambda: datetime.now(UTC),
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-    )
 
     # --- relationships ---
     job: Job = Relationship(back_populates="transcript")
+
+
+class TranscriptRevision(SQLModel, table=True):
+    """Version history entries for a transcription job."""
+
+    __table_args__ = (UniqueConstraint("job_id", "version_number", name="uq_transcript_revision_job_version"),)
+
+    id: UUID = Field(default_factory=uuid4, primary_key=True)
+    job_id: UUID = Field(foreign_key="job.id", index=True)
+    version_number: int = Field(ge=1)
+    provider: str
+    prompt_name: str
+    model: str | None = None
+    source: str = Field(default="ai")
+    text: str | None = None
+    error_detail: str | None = None
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+
+    # --- relationships ---
+    job: Job = Relationship(back_populates="transcript_revisions")

src/transcription/providers/base.py

@@ -2,6 +2,9 @@
 
 from dataclasses import dataclass
 from typing import Protocol
+from uuid import UUID
+
+from ..models import Transcript
 
 
 class ProviderError(RuntimeError):
@@ -22,12 +25,23 @@ class TranscriptionResult:
 
     text: str
     provider: str
+    prompt_name: str
     model: str
 
+    def to_transcript(self, job_id: UUID) -> Transcript:
+        """Convert a TranscriptionResult to a Transcript model instance."""
+        return Transcript(
+            job_id=job_id,
+            provider=self.provider,
+            prompt_name=self.prompt_name,
+            model=self.model,
+            text=self.text,
+        )
+
 
 class TranscriptionProvider(Protocol):
     """Contract every transcription provider adapter must satisfy."""
 
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
+    async def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
         """Transcribe the provided image according to the prompt text."""
         ...

src/transcription/providers/openrouter.py

@@ -6,8 +6,10 @@ import base64
 import logging
 from dataclasses import dataclass
 from typing import Any
+from typing import cast
 
 from openrouter import OpenRouter
+from openrouter.components.chatmessages import ChatMessagesTypedDict
 
 from transcription.config import Settings
 from transcription.config import get_settings
@@ -44,12 +46,12 @@ class OpenRouterTranscriptionProvider:
         """Return the resolved OpenRouter model slug."""
         return self._model
 
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
+    async def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
         """Send prompt + image to OpenRouter and return normalized text output."""
         request = self._build_request(prompt_text=prompt_text, image_bytes=image_bytes, mime_type=mime_type)
         try:
-            response = self._client.chat.send(
+            response = await self._client.chat.send_async(
-                messages=request.messages,
+                messages=cast(list[ChatMessagesTypedDict], request.messages),
                 model=request.model,
                 http_referer=request.http_referer,
                 x_open_router_title=request.x_open_router_title,
@@ -63,7 +65,7 @@ class OpenRouterTranscriptionProvider:
         text = self._extract_text(response)
         model = self._get_optional_attr(response, "model") or self.model
         logger.info("OpenRouter transcription completed using model=%s", model)
-        return TranscriptionResult(text=text, provider="openrouter", model=model)
+        return TranscriptionResult(text=text, provider="openrouter", prompt_name="", model=model)
 
     def _build_request(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> OpenRouterRequest:
         image_b64 = base64.b64encode(image_bytes).decode("ascii")

src/transcription/services/base.py

@@ -1,5 +1,6 @@
 import asyncio
 from abc import ABC
+from collections.abc import Sequence
 from contextlib import asynccontextmanager
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
@@ -36,3 +37,24 @@ class ServiceBase(ABC):
             # Otherwise, create a new session for this scope
             async with self.session_factory() as new_session:
                 yield new_session
+
+    async def _finalize(
+        self,
+        *,
+        session: AsyncSession,
+        caller_session: AsyncSession | None,
+        refresh: Sequence[object] = (),
+    ) -> None:
+        """Finalize a write based on transaction ownership.
+
+        Service-owned sessions commit immediately. Caller-owned sessions flush so
+        orchestration code can commit once at a larger transaction boundary.
+        """
+        should_commit = caller_session is None
+        if should_commit:
+            await session.commit()
+        else:
+            await session.flush()
+
+        for obj in refresh:
+            await session.refresh(obj)

src/transcription/services/documents.py

@@ -9,15 +9,10 @@ from sqlalchemy.orm import selectinload
 from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
-from ..config import Settings
-from ..config import get_settings
 from ..errors import AppError
 from ..errors import ErrorCategory
 from ..models import Document
-from ..models import Job
-from ..models import JobStatus
 from .base import ServiceBase
-from .store import store_file
 
 logger = logging.getLogger(__name__)
 
@@ -55,28 +50,32 @@ class DocumentService(ServiceBase):
     # CRUD Operations
     #
 
-    async def create_document(self, document: Document) -> Document:
+    async def create_document(
+        self,
+        document: Document,
+        *,
+        session: AsyncSession | None = None,
+    ) -> Document:
         """Create a new document in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            session.add(document)
+            _session.add(document)
             try:
-                await session.commit()
+                await self._finalize(session=_session, caller_session=session, refresh=(document,))
             except IntegrityError as exc:
                 raise DocumentAlreadyExistsError(
                     f"Document with id {document.id} already exists",
                     category=ErrorCategory.VALIDATION,
                     suggestion="Rename the file and try again.",
                 ) from exc
-            await session.refresh(document)
             return document
 
-    async def read_document(self, document_id: UUID) -> Document:
+    async def read_document(self, document_id: UUID, *, session: AsyncSession | None = None) -> Document:
         """Read an existing document from the database.
 
         The selectinload option is used to eagerly load related jobs for the document.
         """
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            document = await session.get(
+            document = await _session.get(
                 Document,
                 document_id,
                 options=(selectinload(Document.jobs),),  # pyright: ignore[reportArgumentType]
@@ -95,103 +94,34 @@ class DocumentService(ServiceBase):
             )
         return document
 
-    async def update_document(self, document: Document) -> Document:
+    async def update_document(self, document: Document, *, session: AsyncSession | None = None) -> Document:
         """Update an existing document in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.merge(document)
+            merged = await _session.merge(document)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
-            await session.refresh(document)
+            return merged
-            return document
 
-    async def delete_document(self, document: Document) -> None:
+    async def delete_document(self, document: Document, *, session: AsyncSession | None = None) -> None:
         """Delete a document from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.delete(document)
+            await _session.delete(document)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session)
 
     # Query Operations
 
-    async def query_documents(self, *, filename: str | None = None) -> Sequence[Document]:
+    async def query_documents(
+        self, *, filename: str | None = None, session: AsyncSession | None = None
+    ) -> Sequence[Document]:
         """Query documents from the database based on provided filters."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
             query = select(Document)
             if filename is not None:
                 query = query.where(Document.filename == filename)
-            result = await session.exec(query)
+            result = await _session.exec(query)
             return result.all()
 
-    async def list_documents(self) -> Sequence[Document]:
+    async def list_documents(self, *, session: AsyncSession | None = None) -> Sequence[Document]:
         """List all documents in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            result = await session.exec(select(Document))
+            result = await _session.exec(select(Document))
             return result.all()
-
-
-async def create_upload_job(
-    *,
-    filename: str,
-    file_bytes: bytes,
-    session: AsyncSession,
-    settings: Settings | None = None,
-) -> UploadJobResult:
-    """Create upload-backed document and queued job records."""
-    runtime_settings = settings or get_settings()
-    stored_path = store_file(
-        filename=filename,
-        file_bytes=file_bytes,
-        settings=runtime_settings,
-    )
-    try:
-        document, job = await _create_upload_records(
-            session=session,
-            original_filename=filename,
-            stored_path=stored_path,
-        )
-    except Exception as exc:
-        _best_effort_delete(stored_path)
-        raise UploadError(
-            "Failed to create upload database records",
-            category=ErrorCategory.INFRA_TRANSIENT,
-            suggestion="Retry upload. If this keeps happening, verify database availability.",
-            retriable=True,
-        ) from exc
-
-    logger.info("Created upload job document_id=%s job_id=%s", document.id, job.id)
-    return UploadJobResult(
-        document_id=document.id,
-        job_id=job.id,
-        stored_path=stored_path,
-        original_filename=Path(filename).name,
-    )
-
-
-async def _create_upload_records(
-    *,
-    session: AsyncSession,
-    original_filename: str,
-    stored_path: Path,
-) -> tuple[Document, Job]:
-    document = Document(
-        filename=Path(original_filename).name,
-        file_path=str(stored_path),
-    )
-    session.add(document)
-    await session.flush()
-
-    job = Job(
-        document_id=document.id,
-        status=JobStatus.QUEUED,
-    )
-    session.add(job)
-    await session.commit()
-    await session.refresh(document)
-    await session.refresh(job)
-    return document, job
-
-
-def _best_effort_delete(path: Path) -> None:
-    try:
-        if path.exists():
-            path.unlink()
-    except OSError:
-        logger.warning("Failed to clean up upload file after DB error: %s", path)

src/transcription/services/jobs.py

@@ -1,4 +1,6 @@
 from collections.abc import Sequence
+from datetime import UTC
+from datetime import datetime
 from uuid import UUID
 
 from sqlalchemy.orm import selectinload
@@ -21,23 +23,23 @@ class JobService(ServiceBase):
         """Create a new job in the database."""
         async with self._session_scope(session) as _session:
             _session.add(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(job,))
-            await _session.refresh(job)
             return job
 
     async def read_job(self, job_id: UUID, session: AsyncSession | None = None) -> Job:
         """Read an existing job from the database.
 
-        The selectinload option is used to eagerly load the related document for the job, which makes the full Document
+        The related document is always eagerly loaded so callers can safely
-        model object available in the return Job object.
+        access ``job.document`` in async contexts without triggering lazy-load IO.
         """
         async with self._session_scope(session) as _session:
-            job = await _session.get(
+            query = (
-                Job,
+                select(Job)
-                job_id,
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-                # Makes the full Document model object available in the return Job object
+                .where(Job.id == job_id)
-                options=(selectinload(Job.document),),  # pyright: ignore[reportArgumentType]
+                .execution_options(populate_existing=True)
             )
+            job = (await _session.exec(query)).first()
         if job is None:
             raise ValueError(f"Job with id {job_id} not found")
         return job
@@ -45,16 +47,15 @@ class JobService(ServiceBase):
     async def update_job(self, job: Job, session: AsyncSession | None = None) -> Job:
         """Update an existing job in the database."""
         async with self._session_scope(session) as _session:
-            await _session.merge(job)
+            merged = await _session.merge(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
-            await _session.refresh(job)
+            return merged
-            return job
 
     async def delete_job(self, job: Job, session: AsyncSession | None = None) -> None:
         """Delete a job from the database."""
         async with self._session_scope(session) as _session:
             await _session.delete(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session)
 
     # Query Operations
 
@@ -63,23 +64,30 @@ class JobService(ServiceBase):
         *,
         status: JobStatus | None = None,
         filename: str | None = None,
+        session: AsyncSession | None = None,
     ) -> Sequence[Job]:
         """Query jobs from the database based on provided filters."""
-        async with self._session_scope(None) as session:
+        async with self._session_scope(session) as _session:
-            query = select(Job)
+            query = select(Job).options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
             if status is not None:
                 query = query.where(Job.status == status)
             if filename is not None:
                 query = query.where(Job.document.filename == filename)
-            return (await session.exec(query)).all()
+            result = await _session.exec(query)
+            return result.all()
 
-    async def list_jobs(self, session: AsyncSession | None = None, *, load_docs: bool = False) -> Sequence[Job]:
+    async def list_jobs(
-        """List all jobs in the database."""
+        self,
+        *,
+        load_docs: bool = False,
+        session: AsyncSession | None = None,
+    ) -> Sequence[Job]:
+        """List all jobs in the database with eagerly loaded documents."""
+        _ = load_docs
         async with self._session_scope(session) as _session:
-            query = select(Job)
+            query = select(Job).options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-            if load_docs:
+            result = await _session.exec(query)
-                query = query.options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+            return result.all()
-            return (await _session.exec(query)).all()
 
     # Other Operations
 
@@ -90,11 +98,49 @@ class JobService(ServiceBase):
         session: AsyncSession | None = None,
     ) -> Job:
         """Mark a job with a new status."""
+        return await self.update_job_state(job_id=job_id, status=status, session=session)
+
+    async def update_job_state(
+        self,
+        *,
+        job_id: UUID,
+        status: JobStatus,
+        retry_count_increment: int = 0,
+        session: AsyncSession | None = None,
+    ) -> Job:
+        """Update a job's lifecycle fields.
+
+        When ``session`` is provided, this method flushes so callers can commit
+        once at an orchestration boundary.
+        """
         async with self._session_scope(session) as _session:
-            job = await _session.get(Job, job_id)
+            query = (
+                select(Job)
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+                .where(Job.id == job_id)
+                .execution_options(populate_existing=True)
+            )
+            job = (await _session.exec(query)).first()
             if job is None:
                 raise ValueError(f"Job with id {job_id} not found")
             job.status = status
-            await _session.commit()
+            if retry_count_increment:
-            await _session.refresh(job)
+                job.retry_count += retry_count_increment
+            job.updated_at = datetime.now(UTC)
+            await self._finalize(session=_session, caller_session=session, refresh=(job,))
             return job
+
+    async def read_next_queued_job(
+        self,
+        *,
+        session: AsyncSession | None = None,
+    ) -> Job | None:
+        """Read the next queued job ordered by creation time."""
+        async with self._session_scope(session) as _session:
+            query = (
+                select(Job)
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+                .where(Job.status == JobStatus.QUEUED)
+                .order_by(Job.created_at)  # pyright: ignore[reportArgumentType]
+            )
+            return (await _session.exec(query)).first()

src/transcription/services/store.py

@@ -1,11 +1,19 @@
+from __future__ import annotations
+
 import logging
 from pathlib import Path
 from uuid import uuid4
 
-from ..config import Settings
+from sqlmodel.ext.asyncio.session import AsyncSession
-from ..config import get_settings
+
-from ..errors import AppError
+from transcription.config import Settings
-from ..errors import ErrorCategory
+from transcription.config import get_settings
+from transcription.errors import AppError
+from transcription.errors import ErrorCategory
+
+from ..models import Document
+from ..models import Job
+from .documents import UploadJobResult
 
 logger = logging.getLogger(__name__)
 
@@ -16,6 +24,73 @@ class UploadError(AppError):
     """Raised when uploaded content cannot be persisted safely."""
 
 
+async def create_upload_job(
+    *,
+    filename: str,
+    file_bytes: bytes,
+    session: AsyncSession,
+    settings: Settings | None = None,
+) -> UploadJobResult:
+    """Create upload-backed document and queued job records."""
+    runtime_settings = settings or get_settings()
+    stored_path = store_file(
+        filename=filename,
+        file_bytes=file_bytes,
+        settings=runtime_settings,
+    )
+    try:
+        document, job = await _create_upload_records(
+            session=session,
+            original_filename=filename,
+            stored_path=stored_path,
+        )
+    except Exception as exc:
+        _best_effort_delete(stored_path)
+        raise UploadError(
+            "Failed to create upload database records",
+            category=ErrorCategory.INFRA_TRANSIENT,
+            suggestion="Retry upload. If this keeps happening, verify database availability.",
+            retriable=True,
+        ) from exc
+
+    logger.info("Created upload job document_id=%s job_id=%s", document.id, job.id)
+    return UploadJobResult(
+        document_id=document.id,
+        job_id=job.id,
+        stored_path=stored_path,
+        original_filename=Path(filename).name,
+    )
+
+
+async def _create_upload_records(
+    *,
+    session: AsyncSession,
+    original_filename: str,
+    stored_path: Path,
+) -> tuple[Document, Job]:
+    document = Document(
+        filename=Path(original_filename).name,
+        file_path=str(stored_path),
+    )
+    session.add(document)
+    await session.flush()
+
+    job = Job(document_id=document.id)
+    session.add(job)
+    await session.commit()
+    await session.refresh(document)
+    await session.refresh(job)
+    return document, job
+
+
+def _best_effort_delete(path: Path) -> None:
+    try:
+        if path.exists():
+            path.unlink()
+    except OSError:
+        logger.warning("Failed to clean up upload file after DB error: %s", path)
+
+
 def store_file(*, filename: str, file_bytes: bytes, settings: Settings | None = None) -> Path:
     """Persist an uploaded file to the configured upload directory."""
     runtime_settings = settings or get_settings()

src/transcription/services/transcription.py

@@ -10,6 +10,7 @@ from uuid import UUID
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
 from sqlalchemy.orm import selectinload
+from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
 from transcription.config import Settings
@@ -17,6 +18,7 @@ from transcription.config import get_settings
 from transcription.errors import AppError
 from transcription.errors import ErrorCategory
 from transcription.models import Transcript
+from transcription.models import TranscriptRevision
 from transcription.providers import ProviderAuthError
 from transcription.providers import ProviderError
 from transcription.providers import ProviderResponseError
@@ -55,18 +57,29 @@ class TranscriptionService(ServiceBase):
         super().__init__(session_factory=session_factory)
         self.provider = get_transcription_provider(settings=self.settings)
 
-    async def create_transcript(self, transcript: Transcript) -> Transcript:
+    async def create_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> Transcript:
         """Create a new transcript in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            session.add(transcript)
+            _session.add(transcript)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(transcript,))
-            await session.refresh(transcript)
             return transcript
 
-    async def read_transcript(self, transcript_id: UUID) -> Transcript:
+    async def create_transcript_revision(
+        self,
+        transcript_revision: TranscriptRevision,
+        *,
+        session: AsyncSession | None = None,
+    ) -> TranscriptRevision:
+        """Create a new transcript revision in the database."""
+        async with self._session_scope(session) as _session:
+            _session.add(transcript_revision)
+            await self._finalize(session=_session, caller_session=session, refresh=(transcript_revision,))
+            return transcript_revision
+
+    async def read_transcript(self, transcript_id: UUID, *, session: AsyncSession | None = None) -> Transcript:
         """Read an existing transcript from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            transcript = await session.get(
+            transcript = await _session.get(
                 Transcript,
                 transcript_id,
                 # Makes the full Job model object available in the return Transcript object
@@ -80,33 +93,192 @@ class TranscriptionService(ServiceBase):
             )
         return transcript
 
-    async def update_transcript(self, transcript: Transcript) -> Transcript:
+    async def read_transcript_revision(
-        """Update an existing transcript in the database."""
+        self,
-        async with self.session_factory() as session:
+        transcript_revision_id: UUID,
-            await session.merge(transcript)
+        *,
-            await session.commit()
+        session: AsyncSession | None = None,
-            await session.refresh(transcript)
+    ) -> TranscriptRevision:
-            return transcript
+        """Read an existing transcript revision from the database."""
+        async with self._session_scope(session) as _session:
+            transcript_revision = await _session.get(
+                TranscriptRevision,
+                transcript_revision_id,
+                options=(selectinload(TranscriptRevision.job),),  # pyright: ignore[reportArgumentType]
+            )
+        if transcript_revision is None:
+            raise TranscriptionNotFoundError(
+                f"Transcript revision with id {transcript_revision_id} not found",
+                category=ErrorCategory.NOT_FOUND,
+                suggestion="Verify the transcript revision id and retry.",
+            )
+        return transcript_revision
 
-    async def delete_transcript(self, transcript: Transcript) -> None:
+    async def update_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> Transcript:
+        """Update an existing transcript in the database."""
+        async with self._session_scope(session) as _session:
+            merged = await _session.merge(transcript)
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
+            return merged
+
+    async def update_transcript_revision(
+        self,
+        transcript_revision: TranscriptRevision,
+        *,
+        session: AsyncSession | None = None,
+    ) -> TranscriptRevision:
+        """Update an existing transcript revision in the database."""
+        async with self._session_scope(session) as _session:
+            merged = await _session.merge(transcript_revision)
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
+            return merged
+
+    async def delete_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> None:
         """Delete a transcript from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.delete(transcript)
+            await _session.delete(transcript)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session)
+
+    async def delete_transcript_revision(
+        self,
+        transcript_revision: TranscriptRevision,
+        *,
+        session: AsyncSession | None = None,
+    ) -> None:
+        """Delete a transcript revision from the database."""
+        async with self._session_scope(session) as _session:
+            await _session.delete(transcript_revision)
+            await self._finalize(session=_session, caller_session=session)
 
     async def transcribe_document(
         self,
         image_path: str | Path,
+        job_id: UUID,
         *,
         prompt_name: str = DEFAULT_PROMPT_FILE,
-    ) -> TranscriptionResult:
+        session: AsyncSession | None = None,
+    ):
         """Transcribe a local image using the configured prompt and provider."""
-        return transcribe_document_image(
+        result = await transcribe_document_image(
             image_path=image_path,
             prompt_name=prompt_name,
             settings=self.settings,
             provider=self.provider,
         )
+        await self.create_transcript(transcript=result.to_transcript(job_id=job_id), session=session)
+
+    async def upsert_transcript_by_job(
+        self,
+        *,
+        job_id: UUID,
+        text: str | None,
+        error_detail: str | None,
+        provider: str | None = None,
+        prompt_name: str = DEFAULT_PROMPT_FILE,
+        model: str | None = None,
+        session: AsyncSession | None = None,
+    ) -> Transcript:
+        """Create or update a transcript for a job id."""
+        async with self._session_scope(session) as _session:
+            transcript = (await _session.exec(select(Transcript).where(Transcript.job_id == job_id))).first()
+            if transcript is None:
+                transcript = Transcript(
+                    job_id=job_id,
+                    provider=provider or self.settings.provider.value,
+                    prompt_name=prompt_name,
+                )
+
+            transcript.text = text
+            transcript.error_detail = error_detail
+            if provider is not None:
+                transcript.provider = provider
+            transcript.prompt_name = prompt_name
+            if model is not None:
+                transcript.model = model
+
+            _session.add(transcript)
+            await self._finalize(session=_session, caller_session=session, refresh=(transcript,))
+            return transcript
+
+    async def list_transcript_revisions_by_job(
+        self,
+        *,
+        job_id: UUID,
+        session: AsyncSession | None = None,
+    ) -> list[TranscriptRevision]:
+        """Return transcript revisions for a job ordered by version number."""
+        async with self._session_scope(session) as _session:
+            revisions = (
+                await _session.exec(
+                    select(TranscriptRevision)
+                    .where(TranscriptRevision.job_id == job_id)
+                    .order_by(TranscriptRevision.version_number)
+                )
+            ).all()
+            return list(revisions)
+
+    async def append_transcript_revision(
+        self,
+        *,
+        job_id: UUID,
+        text: str | None,
+        error_detail: str | None,
+        provider: str,
+        prompt_name: str,
+        model: str | None,
+        source: str,
+        session: AsyncSession | None = None,
+    ) -> TranscriptRevision:
+        """Append a new transcript revision and allocate the next version number."""
+        async with self._session_scope(session) as _session:
+            latest_version = (
+                await _session.exec(
+                    select(TranscriptRevision.version_number)
+                    .where(TranscriptRevision.job_id == job_id)
+                    .order_by(TranscriptRevision.version_number.desc())
+                    .limit(1)
+                )
+            ).first()
+            next_version = 1 if latest_version is None else latest_version + 1
+
+            revision = TranscriptRevision(
+                job_id=job_id,
+                version_number=next_version,
+                provider=provider,
+                prompt_name=prompt_name,
+                model=model,
+                source=source,
+                text=text,
+                error_detail=error_detail,
+            )
+            _session.add(revision)
+            await self._finalize(session=_session, caller_session=session, refresh=(revision,))
+            return revision
+
+
+async def transcribe_document_image(
+    image_path: str | Path,
+    *,
+    prompt_name: str = DEFAULT_PROMPT_FILE,
+    settings: Settings | None = None,
+    provider: TranscriptionProvider | None = None,
+) -> TranscriptionResult:
+    """Transcribe a local image using the configured prompt and provider."""
+    runtime_settings = settings or get_settings()
+    prompt_text = load_prompt_text(prompt_name=prompt_name, settings=runtime_settings)
+    image_bytes, mime_type = load_image_payload(image_path)
+
+    adapter = provider or get_transcription_provider(settings=runtime_settings)
+    logger.info("Starting transcription for image=%s mime_type=%s", image_path, mime_type)
+
+    with handle_transcription_errors():
+        result = await adapter.transcribe(
+            prompt_text=prompt_text,
+            image_bytes=image_bytes,
+            mime_type=mime_type,
+        )
+    logger.info("Transcription completed for image=%s provider=%s", image_path, result.provider)
+    return result
 
 
 def load_prompt_text(*, prompt_name: str = DEFAULT_PROMPT_FILE, settings: Settings | None = None) -> str:
@@ -165,31 +337,6 @@ def load_image_payload(image_path: str | Path) -> tuple[bytes, str]:
     return path.read_bytes(), mime_type
 
 
-def transcribe_document_image(
-    image_path: str | Path,
-    *,
-    prompt_name: str = DEFAULT_PROMPT_FILE,
-    settings: Settings | None = None,
-    provider: TranscriptionProvider | None = None,
-) -> TranscriptionResult:
-    """Transcribe a local image using the configured prompt and provider."""
-    runtime_settings = settings or get_settings()
-    prompt_text = load_prompt_text(prompt_name=prompt_name, settings=runtime_settings)
-    image_bytes, mime_type = load_image_payload(image_path)
-
-    adapter = provider or get_transcription_provider(settings=runtime_settings)
-    logger.info("Starting transcription for image=%s mime_type=%s", image_path, mime_type)
-
-    with handle_transcription_errors():
-        result = adapter.transcribe(
-            prompt_text=prompt_text,
-            image_bytes=image_bytes,
-            mime_type=mime_type,
-        )
-    logger.info("Transcription completed for image=%s provider=%s", image_path, result.provider)
-    return result
-
-
 @contextmanager
 def handle_transcription_errors():
     """Context manager to handle transcription errors."""

src/transcription/services/workflows.py

@@ -0,0 +1,317 @@
+import asyncio
+import logging
+
+from sqlmodel.ext.asyncio.session import AsyncSession
+
+from ..config import Settings
+from ..config import get_settings
+from ..errors import AppError
+from ..errors import classify_unexpected_error
+from ..errors import format_error_detail
+from ..models import Job
+from ..models import JobStatus
+from ..providers import TranscriptionResult
+from . import ServiceBundle
+from .transcription import DEFAULT_PROMPT_FILE
+from .transcription import transcribe_document_image
+
+logger = logging.getLogger(__name__)
+
+
+async def advance_job(
+    job: Job,
+    services: ServiceBundle,
+    settings: Settings | None = None,
+    session: AsyncSession | None = None,
+) -> Job | None:
+    """Advance a single job by lifecycle status."""
+    settings = settings or get_settings()
+    match job.status:
+        case JobStatus.QUEUED:
+            return await process_queued_job(job=job, services=services, session=session)
+        case JobStatus.FAILED:
+            if job.retry_count < settings.worker_max_retries:
+                return await services.jobs.update_job_state(
+                    job_id=job.id,
+                    status=JobStatus.QUEUED,
+                    retry_count_increment=1,
+                    session=session,
+                )
+            else:
+                logger.error(f"Job {job.id} has failed and reached max retries.")
+                return
+        case _:
+            return
+
+
+async def process_queued_job(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    session: AsyncSession | None = None,
+) -> Job | None:
+    """Process one complete transcription attempt for a queued job."""
+    if job.status != JobStatus.QUEUED:
+        logger.warning(f"Job {job.id} is not queued. Current status: {job.status}")
+        return
+
+    # Transaction A: claim job for processing.
+    if session is None:
+        job = await services.jobs.mark_job_status(job.id, JobStatus.PROCESSING)
+    else:
+        # If we're sharing the session, need to make sure setting the Job to PROCESSING is committed before we start
+        # the transcription, otherwise other workers may see the job as still QUEUED and try to process it.
+        job = await services.jobs.mark_job_status(job.id, JobStatus.PROCESSING, session=session)
+        await session.commit()
+
+    document = job.document
+    assert document is not None, (
+        f"Job {job.id} has no associated document or the document failed to be loaded by the job service."
+    )
+
+    try:
+        result = await transcribe_document_image(document.file_path)
+        job = await _finalize_transcribed(job=job, services=services, result=result, session=session)
+        logger.info(
+            "Job transcribed operation=worker.process_job job_id=%s document_id=%s provider=%s",
+            job.id,
+            document.id,
+            result.provider,
+        )
+    except Exception as exc:  # noqa: BLE001
+        match exc:
+            case AppError() as error:
+                pass
+            case _:
+                error = classify_unexpected_error(exc, operation="worker.process_job")
+
+        job = await _finalize_failed(job=job, services=services, error=error, session=session)
+        logger.error(
+            "Job failed operation=worker.process_job job_id=%s document_id=%s error_id=%s category=%s",
+            job.id,
+            document.id,
+            error.error_id,
+            error.category.value,
+        )
+    return job
+
+
+async def process_next_queued_job(
+    *,
+    services: ServiceBundle,
+    settings: Settings | None = None,
+    session: AsyncSession | None = None,
+) -> bool:
+    """Process the next queued job if one exists."""
+    job = await services.jobs.read_next_queued_job(session=session)
+    if job is None:
+        return False
+
+    await advance_job(job=job, services=services, settings=settings, session=session)
+    return True
+
+
+async def _finalize_transcribed(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    result: TranscriptionResult,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction B: transcript + TRANSCRIBED in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            prompt_name = result.prompt_name or DEFAULT_PROMPT_FILE
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=result.text,
+                error_detail=None,
+                provider=result.provider,
+                prompt_name=prompt_name,
+                model=result.model,
+                session=local_session,
+            )
+            await services.transcriptions.append_transcript_revision(
+                job_id=job.id,
+                text=result.text,
+                error_detail=None,
+                provider=result.provider,
+                prompt_name=prompt_name,
+                model=result.model,
+                source="ai",
+                session=local_session,
+            )
+            updated_job = await services.jobs.mark_job_status(
+                job.id,
+                JobStatus.TRANSCRIBED,
+                session=local_session,
+            )
+            await local_session.commit()
+            return updated_job
+
+    prompt_name = result.prompt_name or DEFAULT_PROMPT_FILE
+    await services.transcriptions.upsert_transcript_by_job(
+        job_id=job.id,
+        text=result.text,
+        error_detail=None,
+        provider=result.provider,
+        prompt_name=prompt_name,
+        model=result.model,
+        session=session,
+    )
+    await services.transcriptions.append_transcript_revision(
+        job_id=job.id,
+        text=result.text,
+        error_detail=None,
+        provider=result.provider,
+        prompt_name=prompt_name,
+        model=result.model,
+        source="ai",
+        session=session,
+    )
+    updated_job = await services.jobs.mark_job_status(
+        job.id,
+        JobStatus.TRANSCRIBED,
+        session=session,
+    )
+    await session.commit()
+    return updated_job
+
+
+async def _finalize_retry(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    error: AppError,
+    settings: Settings,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction C: transcript error + QUEUED + retry increment in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            provider_name = services.transcriptions.settings.provider.value
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                provider=provider_name,
+                prompt_name=DEFAULT_PROMPT_FILE,
+                model=services.transcriptions.settings.provider_model,
+                session=local_session,
+            )
+            await services.transcriptions.append_transcript_revision(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                provider=provider_name,
+                prompt_name=DEFAULT_PROMPT_FILE,
+                model=services.transcriptions.settings.provider_model,
+                source="ai",
+                session=local_session,
+            )
+            updated_job = await services.jobs.update_job_state(
+                job_id=job.id,
+                status=JobStatus.QUEUED,
+                retry_count_increment=1,
+                session=local_session,
+            )
+            await local_session.commit()
+    else:
+        provider_name = services.transcriptions.settings.provider.value
+        await services.transcriptions.upsert_transcript_by_job(
+            job_id=job.id,
+            text=None,
+            error_detail=format_error_detail(error),
+            provider=provider_name,
+            prompt_name=DEFAULT_PROMPT_FILE,
+            model=services.transcriptions.settings.provider_model,
+            session=session,
+        )
+        await services.transcriptions.append_transcript_revision(
+            job_id=job.id,
+            text=None,
+            error_detail=format_error_detail(error),
+            provider=provider_name,
+            prompt_name=DEFAULT_PROMPT_FILE,
+            model=services.transcriptions.settings.provider_model,
+            source="ai",
+            session=session,
+        )
+        updated_job = await services.jobs.update_job_state(
+            job_id=job.id,
+            status=JobStatus.QUEUED,
+            retry_count_increment=1,
+            session=session,
+        )
+        await session.commit()
+
+    if settings.worker_retry_backoff_seconds > 0:
+        await asyncio.sleep(settings.worker_retry_backoff_seconds)
+    return updated_job
+
+
+async def _finalize_failed(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    error: AppError,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction B: transcript error + FAILED in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            provider_name = services.transcriptions.settings.provider.value
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                provider=provider_name,
+                prompt_name=DEFAULT_PROMPT_FILE,
+                model=services.transcriptions.settings.provider_model,
+                session=local_session,
+            )
+            await services.transcriptions.append_transcript_revision(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                provider=provider_name,
+                prompt_name=DEFAULT_PROMPT_FILE,
+                model=services.transcriptions.settings.provider_model,
+                source="ai",
+                session=local_session,
+            )
+            updated_job = await services.jobs.mark_job_status(
+                job.id,
+                JobStatus.FAILED,
+                session=local_session,
+            )
+            await local_session.commit()
+            return updated_job
+
+    provider_name = services.transcriptions.settings.provider.value
+    await services.transcriptions.upsert_transcript_by_job(
+        job_id=job.id,
+        text=None,
+        error_detail=format_error_detail(error),
+        provider=provider_name,
+        prompt_name=DEFAULT_PROMPT_FILE,
+        model=services.transcriptions.settings.provider_model,
+        session=session,
+    )
+    await services.transcriptions.append_transcript_revision(
+        job_id=job.id,
+        text=None,
+        error_detail=format_error_detail(error),
+        provider=provider_name,
+        prompt_name=DEFAULT_PROMPT_FILE,
+        model=services.transcriptions.settings.provider_model,
+        source="ai",
+        session=session,
+    )
+    updated_job = await services.jobs.mark_job_status(
+        job.id,
+        JobStatus.FAILED,
+        session=session,
+    )
+    await session.commit()
+    return updated_job

src/transcription/ui/components/job_detail.py

@@ -2,29 +2,303 @@
 
 from __future__ import annotations
 
+import base64
+import mimetypes
+from collections.abc import Awaitable
+from collections.abc import Callable
+from dataclasses import dataclass
+from pathlib import Path
+
 from nicegui import ui
 
 from transcription.models import Document
 from transcription.models import Job
 from transcription.models import Transcript
+from transcription.models import TranscriptRevision
 
 
-def render_job_detail(*, job: Job, document: Document | None, transcript: Transcript | None) -> None:
+@dataclass(frozen=True)
+class RevisionDisplayRow:
+    id: str
+    created: str
+    version: str
+    text: str
+    error_detail: str | None
+
+
+def _extract_row_id(args: object) -> str | None:
+    if isinstance(args, dict):
+        if isinstance(args.get("row"), dict):
+            row_id = args["row"].get("id")
+            return str(row_id) if row_id is not None else None
+        row_id = args.get("id")
+        return str(row_id) if row_id is not None else None
+
+    if isinstance(args, list):
+        for value in args:
+            if isinstance(value, dict):
+                row_id = value.get("id")
+                if row_id is not None:
+                    return str(row_id)
+
+    return None
+
+
+def _status_chip_classes(status: str) -> str:
+    if status == "queued":
+        return "bg-blue-1 text-blue-10"
+    if status == "processing":
+        return "bg-amber-1 text-amber-10"
+    if status == "transcribed":
+        return "bg-green-1 text-green-10"
+    if status == "failed":
+        return "bg-red-1 text-red-10"
+    return "bg-grey-2 text-grey-9"
+
+
+def _metadata_row(label: str, value: str) -> None:
+    with ui.row().classes("w-full items-start justify-between no-wrap q-gutter-x-md"):
+        ui.label(label).classes("text-caption text-grey-7 text-uppercase")
+        ui.label(value).classes("text-body2 text-right")
+
+
+def _render_document_section(document: Document) -> None:
+    with ui.card().classes("w-full bg-grey-1 q-pa-md"):
+        ui.label("Document").classes("text-subtitle1 text-weight-medium")
+        ui.separator().classes("q-my-sm")
+        with ui.column().classes("w-full q-gutter-y-xs"):
+            _metadata_row("Filename", document.filename)
+            _metadata_row("File path", document.file_path)
+
+
+def _document_data_url(document: Document) -> tuple[str | None, str | None]:
+    path = Path(document.file_path)
+    if not path.exists() or not path.is_file():
+        return None, "Document preview unavailable: file not found"
+
+    suffix = path.suffix.lower()
+    mime_type, _ = mimetypes.guess_type(path.name)
+    if suffix in {".tif", ".tiff"}:
+        mime_type = "image/tiff"
+    if mime_type is None:
+        return None, "Document preview unavailable: unsupported MIME type"
+
+    encoded = base64.b64encode(path.read_bytes()).decode("ascii")
+    return f"data:{mime_type};base64,{encoded}", None
+
+
+def _render_document_preview(document: Document) -> None:
+    source, error = _document_data_url(document)
+    if error is not None or source is None:
+        ui.label(error or "Document preview unavailable").classes("text-caption text-grey-7")
+        return
+
+    suffix = Path(document.file_path).suffix.lower()
+    if suffix == ".pdf":
+        ui.html(
+            (
+                '<iframe title="Document preview" '
+                f'src="{source}" '
+                'style="width:100%;height:520px;border:1px solid #ddd;border-radius:8px;"></iframe>'
+            )
+        )
+        ui.label("Zoom controls are currently available for image files.").classes("text-caption text-grey-7 q-mt-sm")
+        return
+
+    zoom_percent = {"value": 100}
+
+    with ui.element("div").style(
+        "width:100%;height:520px;overflow:auto;border:1px solid #ddd;border-radius:8px;padding:8px;background:#fafafa;"
+    ):
+        image = ui.image(source).classes("rounded-borders").style("width:100%;max-width:none;")
+
+    zoom_label = ui.label("Zoom: 100%").classes("text-caption text-grey-7 q-mt-sm")
+
+    def _apply_zoom() -> None:
+        image.style(f"width:{zoom_percent['value']}%;max-width:none;")
+        image.update()
+        zoom_label.text = f"Zoom: {zoom_percent['value']}%"
+        zoom_label.update()
+
+    def _zoom_in() -> None:
+        zoom_percent["value"] = min(300, zoom_percent["value"] + 25)
+        _apply_zoom()
+
+    def _zoom_out() -> None:
+        zoom_percent["value"] = max(50, zoom_percent["value"] - 25)
+        _apply_zoom()
+
+    def _zoom_reset() -> None:
+        zoom_percent["value"] = 100
+        _apply_zoom()
+
+    with ui.row().classes("q-gutter-sm q-mt-xs"):
+        ui.button("-", on_click=_zoom_out)
+        ui.button("+", on_click=_zoom_in)
+        ui.button("Reset", on_click=_zoom_reset)
+
+
+def _build_display_rows(transcript: Transcript, revisions: list[TranscriptRevision]) -> list[RevisionDisplayRow]:
+    ordered = sorted(revisions, key=lambda revision: revision.version_number)
+    rows: list[RevisionDisplayRow] = []
+
+    if ordered:
+        first = ordered[0]
+        rows.append(
+            RevisionDisplayRow(
+                id="original",
+                created=first.created_at.isoformat(),
+                version="original",
+                text=first.text or "",
+                error_detail=first.error_detail,
+            )
+        )
+        for revision in ordered[1:]:
+            rows.append(
+                RevisionDisplayRow(
+                    id=str(revision.version_number),
+                    created=revision.created_at.isoformat(),
+                    version=str(revision.version_number),
+                    text=revision.text or "",
+                    error_detail=revision.error_detail,
+                )
+            )
+    else:
+        rows.append(
+            RevisionDisplayRow(
+                id="original",
+                created=transcript.created_at.isoformat(),
+                version="original",
+                text=transcript.text or "",
+                error_detail=transcript.error_detail,
+            )
+        )
+
+    return rows
+
+
+def _render_transcript_versioned_section(
+    *,
+    document: Document | None,
+    transcript: Transcript | None,
+    revisions: list[TranscriptRevision],
+    on_update: Callable[[str], Awaitable[None]] | None,
+) -> None:
+    with ui.card().classes("w-full q-pa-md"):
+        ui.label("Transcript").classes("text-subtitle1 text-weight-medium")
+        ui.separator().classes("q-my-sm")
+
+        if transcript is None:
+            ui.label("Transcript not available yet.").classes("text-body2 text-grey-8")
+            return
+
+        with ui.column().classes("w-full q-gutter-y-xs"):
+            model_name = transcript.model
+            if model_name is None and revisions:
+                model_name = revisions[0].model
+            _metadata_row("Provider", transcript.provider)
+            _metadata_row("Model", model_name or "unknown")
+            _metadata_row("Prompt", transcript.prompt_name)
+
+        display_rows = _build_display_rows(transcript, revisions)
+        rows_by_id = {row.id: row for row in display_rows}
+
+        ui.separator().classes("q-my-sm")
+        ui.label("Versions").classes("text-subtitle2 text-weight-medium")
+        table = ui.table(
+            columns=[
+                {"name": "created", "label": "Created", "field": "created", "align": "left"},
+                {"name": "version", "label": "Version", "field": "version", "align": "left"},
+            ],
+            rows=[
+                {
+                    "id": row.id,
+                    "created": row.created,
+                    "version": row.version,
+                }
+                for row in display_rows
+            ],
+            row_key="id",
+        ).classes("w-full")
+
+        default_selected = display_rows[-1].id
+        selected_label = ui.label(f"Selected version: {rows_by_id[default_selected].version}").classes(
+            "text-caption text-grey-7"
+        )
+
+        ui.separator().classes("q-my-sm")
+        with ui.row().classes("w-full no-wrap items-start q-gutter-md"):
+            if document is not None:
+                with ui.column().classes("w-1/2"):
+                    ui.label("Document Preview").classes("text-subtitle2 text-weight-medium")
+                    _render_document_preview(document)
+
+            with ui.column().classes("w-1/2"):
+                editor = (
+                    ui.textarea(label="Transcript text", value=rows_by_id[default_selected].text)
+                    .props("autogrow outlined")
+                    .classes("w-full")
+                )
+                error_label = ui.label("").classes("text-body2 text-red-10")
+
+        def _set_selected(version_id: str) -> None:
+            selected = rows_by_id.get(version_id)
+            if selected is None:
+                return
+            selected_label.text = f"Selected version: {selected.version}"
+            editor.value = selected.text
+            editor.update()
+            error_label.text = selected.error_detail or ""
+            error_label.update()
+
+        def _on_row_click(event) -> None:  # noqa: ANN001
+            row_id = _extract_row_id(event.args)
+            if row_id is None:
+                return
+            _set_selected(row_id)
+
+        table.on("rowClick", _on_row_click)
+        _set_selected(default_selected)
+
+        if on_update is not None:
+            ui.button("Update", on_click=lambda: on_update(editor.value or ""))
+
+
+def render_job_detail(
+    *,
+    job: Job,
+    document: Document | None,
+    transcript: Transcript | None,
+    revisions: list[TranscriptRevision],
+    on_update: Callable[[str], Awaitable[None]] | None = None,
+) -> None:
     """Render all sections for the job detail page."""
-    ui.label(f"Job ID: {job.id}")
+    status_text = job.status.value
-    ui.label(f"Status: {job.status.value}")
+    with ui.column().classes("w-full max-w-4xl q-gutter-md"):
-    ui.label(f"Created: {job.created_at.isoformat()}")
+        with ui.card().classes("w-full q-pa-lg"):
-    ui.label(f"Updated: {job.updated_at.isoformat()}")
+            with ui.row().classes("w-full items-center justify-between q-gutter-md"):
+                with ui.column().classes("q-gutter-none"):
+                    ui.label("Job overview").classes("text-h6 text-weight-bold")
+                    ui.label(str(job.id)).classes("text-caption text-grey-7")
+                status_chip_classes = (
+                    "q-px-sm q-py-xs rounded-borders "
+                    "text-weight-medium text-capitalize "
+                    f"{_status_chip_classes(status_text)}"
+                )
+                ui.label(status_text).classes(status_chip_classes)
 
-    if document is not None:
+            ui.separator().classes("q-my-md")
-        ui.label(f"Filename: {document.filename}")
+            with ui.column().classes("w-full q-gutter-y-xs"):
-        ui.label(f"File path: {document.file_path}")
+                _metadata_row("Created", job.created_at.isoformat())
+                _metadata_row("Updated", job.updated_at.isoformat())
+                _metadata_row("Retries", str(job.retry_count))
 
-    if transcript is None:
+        if document is not None:
-        ui.label("Transcript not available yet.")
+            _render_document_section(document)
-    elif transcript.text:
+
-        ui.label("Transcript:")
+        _render_transcript_versioned_section(
-        ui.markdown(transcript.text)
+            document=document,
-    elif transcript.error_detail:
+            transcript=transcript,
-        ui.label("Failure detail:")
+            revisions=revisions,
-        ui.label(transcript.error_detail)
+            on_update=on_update,
+        )

src/transcription/ui/components/job_table.py

@@ -1,55 +0,0 @@
-"""Reusable jobs table rendering helpers."""
-
-from __future__ import annotations
-
-from collections.abc import Sequence
-from dataclasses import dataclass
-from uuid import UUID
-
-from nicegui import ui
-
-
-@dataclass(frozen=True)
-class JobTableRow:
-    """Read model consumed by the shared jobs table component."""
-
-    id: UUID
-    status: str
-    created_at: str
-    updated_at: str
-
-
-def _serialize_rows(rows: Sequence[JobTableRow]) -> list[dict[str, str]]:
-    """Convert typed rows into table-compatible dictionaries."""
-    return [
-        {
-            "id": str(row.id),
-            "status": row.status,
-            "created_at": row.created_at,
-            "updated_at": row.updated_at,
-        }
-        for row in rows
-    ]
-
-
-def render_jobs_table(rows: Sequence[JobTableRow]) -> None:
-    """Render jobs table and per-row detail links."""
-    if not rows:
-        ui.label("No jobs yet.")
-        return
-
-    serialized_rows = _serialize_rows(rows)
-    ui.table(
-        columns=[
-            {"name": "id", "label": "Job ID", "field": "id"},
-            {"name": "status", "label": "Status", "field": "status"},
-            {"name": "created_at", "label": "Created", "field": "created_at"},
-            {"name": "updated_at", "label": "Updated", "field": "updated_at"},
-        ],
-        rows=serialized_rows,
-        row_key="id",
-    ).classes("w-full")
-
-    with ui.column().classes("gap-1"):
-        for row in serialized_rows:
-            ui.link(f"Open {row['id']}", f"/jobs/{row['id']}")

src/transcription/ui/components/table/__init__.py

@@ -0,0 +1,4 @@
+from .jobs import JobTableRow
+from .jobs import render_jobs_table
+
+__all__ = ["JobTableRow", "render_jobs_table"]

src/transcription/ui/components/table/common.py

@@ -0,0 +1,68 @@
+"""Common logic for generating table widgets."""
+
+from collections.abc import Callable
+from typing import Any
+
+from nicegui import events
+from nicegui import ui
+
+
+def _extract_row_id(args: Any) -> str | None:
+    if isinstance(args, dict):
+        if isinstance(args.get("row"), dict):
+            row_id = args["row"].get("id")
+            return str(row_id) if row_id is not None else None
+        row_id = args.get("id")
+        return str(row_id) if row_id is not None else None
+
+    if isinstance(args, list):
+        for value in args:
+            if isinstance(value, dict):
+                row_id = value.get("id")
+                if row_id is not None:
+                    return str(row_id)
+
+    return None
+
+
+def _bind_row_click_handler(
+    table: Any,
+    *,
+    on_row_click_id: Callable[[str], None],
+) -> None:
+    def handle_row_click(event: events.GenericEventArguments) -> None:
+        row_id = _extract_row_id(event.args)
+        if row_id is None:
+            return
+        on_row_click_id(row_id)
+
+    table.on("rowClick", handle_row_click)
+
+
+def build_table(
+    rows: list[dict[str, Any]],
+    columns: list[dict[str, Any]],
+    *,
+    default_sort_by: str | None = None,
+    default_descending: bool = False,
+    classes: str = "app-table",
+    on_row_click_id: Callable[[str], None] | None = None,
+) -> Any:
+    pagination: dict[str, Any] = {"rowsPerPage": 25}
+    if default_sort_by is not None:
+        pagination["sortBy"] = default_sort_by
+        pagination["descending"] = default_descending
+
+    table = (
+        ui.table(
+            rows=rows,
+            columns=columns,
+            row_key="id",
+            pagination=pagination,
+        )
+        .classes(classes)
+        .props('table-style="table-layout: fixed; width: 100%;"')
+    )
+    if on_row_click_id is not None:
+        _bind_row_click_handler(table, on_row_click_id=on_row_click_id)
+    return table

src/transcription/ui/components/table/jobs.py

@@ -0,0 +1,75 @@
+"""Jobs table rendering helpers."""
+
+from __future__ import annotations
+
+from collections.abc import Sequence
+from dataclasses import dataclass
+from datetime import UTC
+from datetime import datetime
+from typing import Any
+from uuid import UUID
+
+from nicegui import ui
+
+from .common import build_table
+
+
+@dataclass(frozen=True, slots=True)
+class JobTableRow:
+    """Read model consumed by the jobs table component."""
+
+    id: UUID
+    status: str
+    filename: str
+    retry_count: int
+    created_at: str
+    updated_at: str
+
+
+def _format_timestamp(value: str) -> str:
+    """Return a friendly UTC timestamp for table display."""
+    try:
+        parsed = datetime.fromisoformat(value)
+    except ValueError:
+        return value
+    parsed = parsed.replace(tzinfo=UTC) if parsed.tzinfo is None else parsed.astimezone(UTC)
+    return parsed.astimezone().strftime("%b %d, %I:%M %p")
+
+
+def _serialize_rows(rows: Sequence[JobTableRow]) -> list[dict[str, Any]]:
+    return [
+        {
+            "id": str(row.id),
+            "status": row.status,
+            "filename": row.filename,
+            "retry_count": row.retry_count,
+            "created_at": _format_timestamp(row.created_at),
+            "updated_at": _format_timestamp(row.updated_at),
+            "created_sort": row.created_at,
+            "updated_sort": row.updated_at,
+        }
+        for row in rows
+    ]
+
+
+def render_jobs_table(rows: Sequence[JobTableRow]) -> None:
+    """Render jobs table and open a detail page when clicking a row."""
+    if not rows:
+        ui.label("No jobs yet.")
+        return
+
+    build_table(
+        rows=_serialize_rows(rows),
+        columns=[
+            {"name": "id", "label": "Job ID", "field": "id", "sortable": True},
+            {"name": "status", "label": "Status", "field": "status", "sortable": True},
+            {"name": "filename", "label": "Filename", "field": "filename", "sortable": True},
+            {"name": "retry_count", "label": "Retries", "field": "retry_count", "sortable": True},
+            {"name": "created_at", "label": "Created", "field": "created_at", "sortable": True},
+            {"name": "updated_at", "label": "Updated", "field": "updated_at", "sortable": True},
+        ],
+        default_sort_by="created_sort",
+        default_descending=True,
+        classes="app-table w-full",
+        on_row_click_id=lambda job_id: ui.navigate.to(f"/jobs/{job_id}"),
+    )

src/transcription/ui/components/upload.py

@@ -9,11 +9,11 @@ from nicegui import ui
 from nicegui.binding import bindable_dataclass
 from nicegui.events import UploadEventArguments
 
-from transcription.services.documents import DocumentService
+from transcription.errors import AppError
-from transcription.services.documents import UploadError
 from transcription.services.documents import UploadJobResult
 from transcription.ui.components.error_presenter import show_error
 from transcription.ui.components.error_presenter import summarize_error
+from transcription.worker import WorkerNotifier
 
 type UploadSubmitter = Callable[[str, bytes], Awaitable[UploadJobResult]]
 
@@ -26,7 +26,7 @@ class UploadWidgetState:
     message: str = ""
 
 
-def render_upload_widget(*, service: DocumentService) -> None:
+def render_upload_widget(*, submitter: UploadSubmitter, notifier: WorkerNotifier | None = None) -> None:
     """Render upload controls and common status/error handling."""
     state = UploadWidgetState()
     status_label = ui.label("Upload a document to start transcription.")
@@ -41,12 +41,14 @@ def render_upload_widget(*, service: DocumentService) -> None:
         status_label.text = "Uploading..."
         try:
             payload = await event.file.read()
-            result = await service.upload_file(filename=event.file.name, file_bytes=payload)
+            result = await submitter(event.file.name, payload)
             job_id = result.job_id
             state.message = f"Created job {job_id}" if job_id is not None else "Upload complete"
             status_label.text = state.message
+            if notifier is not None:
+                notifier.notify()
             ui.notify(state.message, type="positive")
-        except UploadError as exc:
+        except AppError as exc:
             state.message = summarize_error(exc, operation="upload.submit")
             status_label.text = f"Upload failed: {state.message}"
             show_error(exc, title="Upload failed", operation="upload.submit")

src/transcription/ui/pages/jobs_page.py

@@ -5,6 +5,7 @@ from __future__ import annotations
 from uuid import UUID
 
 from nicegui import ui
+from sqlalchemy.orm import selectinload
 from sqlmodel import desc
 from sqlmodel import select
 
@@ -12,21 +13,31 @@ from transcription.db import get_session
 from transcription.models import Document
 from transcription.models import Job
 from transcription.models import Transcript
+from transcription.models import TranscriptRevision
+from transcription.services import ServiceBundle
 from transcription.ui.components.error_presenter import show_error
 from transcription.ui.components.error_presenter import summarize_error
 from transcription.ui.components.job_detail import render_job_detail
-from transcription.ui.components.job_table import JobTableRow
+from transcription.ui.components.table.jobs import JobTableRow
-from transcription.ui.components.job_table import render_jobs_table
+from transcription.ui.components.table.jobs import render_jobs_table
 
 
-async def fetch_jobs() -> list[JobTableRow]:
+async def fetch_job_rows() -> list[JobTableRow]:
     """Return jobs for display in most-recent-first order."""
     async with get_session() as session:
-        jobs = (await session.exec(select(Job).order_by(desc(Job.created_at)))).all()
+        jobs = (
+            await session.exec(
+                select(Job)
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+                .order_by(desc(Job.created_at))
+            )
+        ).all()
         return [
             JobTableRow(
                 id=job.id,
                 status=job.status.value,
+                filename=job.filename,
+                retry_count=job.retry_count,
                 created_at=job.created_at.isoformat(),
                 updated_at=job.updated_at.isoformat(),
             )
@@ -34,15 +45,22 @@ async def fetch_jobs() -> list[JobTableRow]:
         ]
 
 
-async def fetch_job_detail(job_id: UUID) -> tuple[Job | None, Document | None, Transcript | None]:
+async def fetch_job_detail(job_id: UUID) -> tuple[Job | None, Document | None, Transcript | None, list[TranscriptRevision]]:
-    """Return job, document, and transcript for detail view."""
+    """Return job, document, transcript snapshot, and revisions for detail view."""
     async with get_session() as session:
         job = await session.get(Job, job_id)
         if job is None:
-            return None, None, None
+            return None, None, None, []
         document = await session.get(Document, job.document_id)
         transcript = (await session.exec(select(Transcript).where(Transcript.job_id == job.id))).first()
-        return job, document, transcript
+        revisions = (
+            await session.exec(
+                select(TranscriptRevision)
+                .where(TranscriptRevision.job_id == job.id)
+                .order_by(TranscriptRevision.version_number)
+            )
+        ).all()
+        return job, document, transcript, list(revisions)
 
 
 def register_page() -> None:
@@ -55,7 +73,7 @@ def register_page() -> None:
 
         @ui.refreshable
         async def render_table() -> None:
-            jobs = await fetch_jobs()
+            jobs = await fetch_job_rows()
             render_jobs_table(jobs)
 
         async def refresh() -> None:
@@ -69,11 +87,12 @@ def register_page() -> None:
 
         ui.button("Refresh", on_click=refresh)
         await render_table()
-        ui.link("Back to upload", "/")
+        ui.link("Back to upload", "/upload")
 
     @ui.page("/jobs/{job_id}")
     async def job_detail_page(job_id: str) -> None:
         ui.label("Job Detail")
+        content = ui.column().classes("w-full")
         try:
             parsed_id = UUID(job_id)
         except ValueError:
@@ -81,12 +100,64 @@ def register_page() -> None:
             ui.link("Back to jobs", "/jobs")
             return
 
-        job, document, transcript = await fetch_job_detail(parsed_id)
+        async def refresh_content() -> None:
-        if job is None:
+            content.clear()
-            ui.label("Job not found")
+            job, document, transcript, revisions = await fetch_job_detail(parsed_id)
-            ui.link("Back to jobs", "/jobs")
+            if job is None:
-            return
+                with content:
+                    ui.label("Job not found")
+                return
 
-        render_job_detail(job=job, document=document, transcript=transcript)
+            services = ServiceBundle()
+
+            async def update_transcript_text(value: str) -> None:
+                try:
+                    update_text = value.strip()
+                    async with get_session() as session:
+                        current_transcript = (
+                            await session.exec(select(Transcript).where(Transcript.job_id == parsed_id))
+                        ).first()
+                        provider_name = current_transcript.provider if current_transcript is not None else "openrouter"
+                        prompt_name = (
+                            current_transcript.prompt_name if current_transcript is not None else "transcribe_document.md"
+                        )
+                        model_name = current_transcript.model if current_transcript is not None else None
+
+                        await services.transcriptions.upsert_transcript_by_job(
+                            job_id=parsed_id,
+                            text=update_text,
+                            error_detail=None,
+                            provider=provider_name,
+                            prompt_name=prompt_name,
+                            model=model_name,
+                            session=session,
+                        )
+                        await services.transcriptions.append_transcript_revision(
+                            job_id=parsed_id,
+                            text=update_text,
+                            error_detail=None,
+                            provider=provider_name,
+                            prompt_name=prompt_name,
+                            model=model_name,
+                            source="user",
+                            session=session,
+                        )
+                        await session.commit()
+
+                    ui.notify("Transcript updated", type="positive")
+                    await refresh_content()
+                except Exception as exc:  # noqa: BLE001
+                    show_error(exc, title="Transcript update failed", operation="jobs.detail.update")
+
+            with content:
+                render_job_detail(
+                    job=job,
+                    document=document,
+                    transcript=transcript,
+                    revisions=revisions,
+                    on_update=update_transcript_text,
+                )
+
+        await refresh_content()
 
         ui.link("Back to jobs", "/jobs")

src/transcription/ui/pages/upload_page.py

@@ -2,20 +2,33 @@
 
 from __future__ import annotations
 
+from fastapi import Request
 from nicegui import ui
 
-from transcription.services.documents import DocumentService
+from transcription.app_state import resolve_session_factory
+from transcription.db import get_session
+from transcription.services.store import create_upload_job
 from transcription.ui.components.upload import render_upload_widget
+from transcription.worker import resolve_worker_notifier
 
 
 def register_page() -> None:
     """Register the upload page route."""
 
-    service = DocumentService()
-
     @ui.page("/upload", title="Upload Document")
-    def upload_page() -> None:
+    def upload_page(request: Request) -> None:
-        render_upload_widget(service=service)
+        session_factory = resolve_session_factory(request.app.state)
+
+        async def submit_upload(filename: str, file_bytes: bytes):
+            async with get_session(session_factory=session_factory) as session:
+                return await create_upload_job(
+                    filename=filename,
+                    file_bytes=file_bytes,
+                    session=session,
+                )
+
+        notify_worker = resolve_worker_notifier(request.app.state)
+        render_upload_widget(submitter=submit_upload, notifier=notify_worker)
 
         with ui.row():
             ui.link("View jobs", "/jobs")

src/transcription/worker.py

@@ -8,34 +8,93 @@ from collections.abc import AsyncGenerator
 from contextlib import asynccontextmanager
 from contextlib import contextmanager
 from contextlib import suppress
-from datetime import UTC
+from typing import Protocol
-from datetime import datetime
 from uuid import UUID
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
-from sqlalchemy.orm import selectinload
-from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
-from transcription.config import Settings
-from transcription.config import get_settings
 from transcription.db import get_session
 from transcription.errors import AppError
-from transcription.errors import ErrorCategory
 from transcription.errors import classify_unexpected_error
-from transcription.errors import format_error_detail
-from transcription.models import Job
-from transcription.models import JobStatus
-from transcription.models import Transcript
-from transcription.services.transcription import TranscriptionError
-from transcription.services.transcription import transcribe_document_image
 
 from .services import ServiceBundle
+from .services.documents import DocumentService
 from .services.jobs import JobService
+from .services.transcription import TranscriptionService
+from .services.workflows import advance_job
+from .services.workflows import process_next_queued_job as process_next_queued_job_workflow
 
 logger = logging.getLogger(__name__)
 
 
+class WorkerNotifier(Protocol):
+    """Abstraction for signaling the worker loop about new work."""
+
+    def notify(self) -> None:
+        """Signal the worker loop that work may be available."""
+
+
+class EventWorkerNotifier:
+    """Worker notifier backed by an asyncio.Event."""
+
+    def __init__(self, wake_event: asyncio.Event):
+        self._wake_event = wake_event
+
+    def notify(self) -> None:
+        self._wake_event.set()
+
+
+class NoopWorkerNotifier:
+    """Fallback notifier used when worker signaling is unavailable."""
+
+    def notify(self) -> None:
+        return
+
+
+def resolve_worker_notifier(state: object) -> WorkerNotifier:
+    """Resolve notifier from app-like state objects with no-op fallback."""
+    notifier = getattr(state, "worker_notifier", None)
+    if isinstance(notifier, NoopWorkerNotifier):
+        return notifier
+    if notifier is None:
+        return NoopWorkerNotifier()
+    return notifier
+
+
+@asynccontextmanager
+async def worker_consumer_lifespan(
+    *,
+    session_factory: async_sessionmaker[AsyncSession] | None = None,
+    poll_interval_seconds: float = 1.0,
+) -> AsyncGenerator[tuple[asyncio.Event, WorkerNotifier]]:
+    """Start and stop the worker consumer loop for app lifespan."""
+    stop_event = asyncio.Event()
+    wake_event = asyncio.Event()
+    worker_notifier: WorkerNotifier = EventWorkerNotifier(wake_event)
+    worker_task = asyncio.create_task(
+        run_worker_loop(
+            session_factory=session_factory,
+            stop_event=stop_event,
+            wake_event=wake_event,
+            poll_interval_seconds=poll_interval_seconds,
+        )
+    )
+    worker_notifier.notify()
+
+    try:
+        yield stop_event, worker_notifier
+    finally:
+        stop_event.set()
+        worker_notifier.notify()
+        try:
+            await asyncio.wait_for(worker_task, timeout=2.0)
+        except TimeoutError:
+            worker_task.cancel()
+            with suppress(asyncio.CancelledError):
+                await worker_task
+
+
 async def queue_consumer_loop(queue: asyncio.Queue[UUID], stop_event: asyncio.Event):
     """Main worker loop that consumes jobs from the queue and processes them.
 
@@ -46,16 +105,16 @@ async def queue_consumer_loop(queue: asyncio.Queue[UUID], stop_event: asyncio.Ev
         with handle_worker_exceptions():
             async with _get_queue_item(queue) as job_id:
                 job = await service.read_job(job_id)
-                asyncio.create_task(process_job(job=job, services=ServiceBundle()))
+                asyncio.create_task(advance_job(job=job, services=ServiceBundle()))
 
 
 @contextmanager
-def handle_worker_exceptions():
+def handle_worker_exceptions(operation: str = "worker.loop"):
     """Context manager to log and suppress exceptions in the worker loop."""
     try:
         yield
     except Exception as exc:
-        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation="worker.loop")
+        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation=operation)
         logger.exception(
             "Worker loop exception error_id=%s category=%s",
             error.error_id,
@@ -70,30 +129,16 @@ async def _get_queue_item(queue: asyncio.Queue[UUID]) -> AsyncGenerator[UUID]:
     queue.task_done()
 
 
-async def process_job(job: Job, services: ServiceBundle) -> None:
-    """Process a single job using the service bundle."""
-    match job.status:
-        case JobStatus.QUEUED:
-            job.status = JobStatus.PROCESSING
-            try:
-                await services.transcriptions.transcribe_image(job.document.file_path)
-                job.status = JobStatus.TRANSCRIBED
-            except TranscriptionError as exc:
-                job.status = JobStatus.FAILED
-                job.error_message = str(exc)
-            await services.jobs.update_job(job)
-
-
 async def run_worker_loop(
     *,
     session_factory: async_sessionmaker[AsyncSession] | None = None,
     stop_event: asyncio.Event | None = None,
-    wake_queue: asyncio.Queue[None] | None = None,
+    wake_event: asyncio.Event | None = None,
     poll_interval_seconds: float = 1.0,
 ) -> None:
     """Run worker loop until stop_event is set.
 
-    If wake_queue is provided, queue activity wakes the loop immediately while
+    If wake_event is provided, signal activity wakes the loop immediately while
     timeout-based wakeups preserve current polling behavior.
     """
     while True:
@@ -101,15 +146,16 @@ async def run_worker_loop(
             logger.info("Worker stop event received")
             return
 
-        if wake_queue is not None:
+        if wake_event is not None:
             with suppress(TimeoutError):
-                await asyncio.wait_for(wake_queue.get(), timeout=poll_interval_seconds)
+                await asyncio.wait_for(wake_event.wait(), timeout=poll_interval_seconds)
+                wake_event.clear()
 
         processed_any = False
         while await process_next_queued_job(session_factory=session_factory):
             processed_any = True
 
-        if wake_queue is None and not processed_any:
+        if wake_event is None and not processed_any:
             await asyncio.sleep(poll_interval_seconds)
 
 
@@ -122,121 +168,17 @@ async def process_next_queued_job(
 
     Returns True when a job was processed, False when no queued job exists.
     """
+    if session_factory is None:
+        services = ServiceBundle()
+    else:
+        services = ServiceBundle(
+            documents=DocumentService(session_factory=session_factory),
+            jobs=JobService(session_factory=session_factory),
+            transcriptions=TranscriptionService(session_factory=session_factory),
+        )
+
     if session is None:
         async with get_session(session_factory=session_factory) as local_session:
-            return await _process_next_queued_job(session=local_session)
+            return await process_next_queued_job_workflow(services=services, session=local_session)
-    return await _process_next_queued_job(session=session)
 
-
+    return await process_next_queued_job_workflow(services=services, session=session)
-async def _process_next_queued_job(*, session: AsyncSession) -> bool:
-    query = (
-        select(Job)
-        .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-        .where(Job.status == JobStatus.QUEUED)
-        .order_by(Job.created_at)  # pyright: ignore[reportArgumentType]
-    )
-    job = (await session.exec(query)).first()
-
-    if job is None:
-        return False
-
-    logger.info("Picked queued job operation=worker.pick job_id=%s", job.id)
-    job.status = JobStatus.PROCESSING
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()
-    await session.refresh(job)
-
-    document = job.document
-    if document is None:
-        error = AppError(
-            "Document not found",
-            category=ErrorCategory.NOT_FOUND,
-            suggestion="Re-upload the source document and retry processing.",
-        )
-        await _finalize_failed_job(session=session, job=job, error=error)
-        logger.error(
-            "Job failed operation=worker.process_job job_id=%s error_id=%s category=%s",
-            job.id,
-            error.error_id,
-            error.category.value,
-        )
-        return True
-
-    try:
-        # Provider SDK calls are synchronous and should not block the event loop.
-        result = await asyncio.to_thread(transcribe_document_image, document.file_path)
-        await _upsert_transcript(session=session, job_id=job.id, text=result.text, error_detail=None)
-        job.status = JobStatus.TRANSCRIBED
-        job.updated_at = datetime.now(UTC)
-        session.add(job)
-        await session.commit()
-        logger.info(
-            "Job transcribed operation=worker.process_job job_id=%s document_id=%s provider=%s",
-            job.id,
-            document.id,
-            result.provider,
-        )
-    except Exception as exc:
-        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation="worker.process_job")
-        settings = get_settings()
-        if _should_retry(job=job, error=error, settings=settings):
-            await _requeue_for_retry(session=session, job=job, error=error, settings=settings)
-            logger.warning(
-                "Job retried operation=worker.process_job "
-                "job_id=%s document_id=%s retry_count=%s error_id=%s category=%s",
-                job.id,
-                document.id,
-                job.retry_count,
-                error.error_id,
-                error.category.value,
-            )
-        else:
-            await _finalize_failed_job(session=session, job=job, error=error)
-            logger.exception(
-                "Job failed operation=worker.process_job job_id=%s document_id=%s error_id=%s category=%s",
-                job.id,
-                document.id,
-                error.error_id,
-                error.category.value,
-            )
-
-    return True
-
-
-async def _upsert_transcript(
-    *, session: AsyncSession, job_id, text: str | None, error_detail: str | None
-) -> Transcript:
-    transcript = (await session.exec(select(Transcript).where(Transcript.job_id == job_id))).first()
-    if transcript is None:
-        transcript = Transcript(job_id=job_id)
-
-    transcript.text = text
-    transcript.error_detail = error_detail
-    session.add(transcript)
-    await session.commit()
-    await session.refresh(transcript)
-    return transcript
-
-
-def _should_retry(*, job: Job, error: AppError, settings: Settings) -> bool:
-    return error.retriable and job.retry_count < settings.worker_max_retries
-
-
-async def _requeue_for_retry(*, session: AsyncSession, job: Job, error: AppError, settings: Settings) -> None:
-    await _upsert_transcript(session=session, job_id=job.id, text=None, error_detail=format_error_detail(error))
-    job.retry_count += 1
-    job.status = JobStatus.QUEUED
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()
-    if settings.worker_retry_backoff_seconds > 0:
-        await asyncio.sleep(settings.worker_retry_backoff_seconds)
-
-
-async def _finalize_failed_job(*, session: AsyncSession, job: Job, error: AppError) -> None:
-    await _upsert_transcript(session=session, job_id=job.id, text=None, error_detail=format_error_detail(error))
-    job.status = JobStatus.FAILED
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()

tests/conftest.py

@@ -17,6 +17,9 @@ from transcription.db.operations import create_all
 from transcription.db.runtime import dispose_database_runtime
 from transcription.db.runtime import get_engine
 from transcription.db.runtime import get_session
+from transcription.db.runtime import get_session_factory
+from transcription.services.documents import DocumentService
+from transcription.services.jobs import JobService
 
 
 @pytest.fixture
@@ -47,3 +50,22 @@ async def async_session(default_settings: Settings):
         yield async_session
 
     await dispose_database_runtime()
+
+
+@pytest.fixture
+def default_session_factory(default_settings: Settings):
+    """Provide a base fixture for tests that require database access."""
+    session_factory = get_session_factory(settings=default_settings)
+    return session_factory
+
+
+@pytest.fixture
+def job_service(default_session_factory) -> JobService:
+    """Provide a JobService instance for testing."""
+    return JobService(session_factory=default_session_factory)
+
+
+@pytest.fixture
+def document_service(default_session_factory) -> DocumentService:
+    """Provide a DocumentService instance for testing."""
+    return DocumentService(session_factory=default_session_factory)

tests/integration/test_pipeline_flow.py

@@ -6,9 +6,9 @@ import pytest
 from sqlmodel import select
 
 from transcription.config import Settings
-from transcription.models import Job, JobStatus, Transcript
+from transcription.models import Job, JobStatus, Transcript, TranscriptRevision
 from transcription.providers.base import TranscriptionResult
-from transcription.services.upload import create_upload_job
+from transcription.services.store import create_upload_job
 from transcription.worker import process_next_queued_job
 
 
@@ -16,24 +16,37 @@ from transcription.worker import process_next_queued_job
 class TestPipelineSuccessFlow:
     """Verify end-to-end success lifecycle behavior."""
 
-    def test_upload_then_worker_persists_transcribed_terminal_state(self, session, tmp_path: Path, monkeypatch):
+    @pytest.mark.asyncio
+    async def test_upload_then_worker_persists_transcribed_terminal_state(self, async_session, tmp_path: Path, monkeypatch):
         """Upload followed by worker processing persists transcript and transcribed status."""
         settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        upload_result = create_upload_job(
+        upload_result = await create_upload_job(
             filename="pipeline.jpg",
             file_bytes=b"pipeline-bytes",
-            session=session,
+            session=async_session,
             settings=settings,
         )
 
-        def _fake_transcribe(_path: str) -> TranscriptionResult:
+        async def _fake_transcribe(_path: str) -> TranscriptionResult:
-            return TranscriptionResult(text="Pipeline transcript", provider="openrouter", model="test-model")
+            return TranscriptionResult(
+                text="Pipeline transcript",
+                provider="openrouter",
+                prompt_name="transcribe_document.md",
+                model="test-model",
+            )
 
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
+        monkeypatch.setattr("transcription.services.workflows.transcribe_document_image", _fake_transcribe)
 
-        processed = process_next_queued_job(session=session)
+        processed = await process_next_queued_job(session=async_session)
-        job = session.get(Job, upload_result.job_id)
+        job = await async_session.get(Job, upload_result.job_id)
-        transcript = session.exec(select(Transcript).where(Transcript.job_id == upload_result.job_id)).first()
+        transcript = (await async_session.exec(select(Transcript).where(Transcript.job_id == upload_result.job_id))).first()
+        revisions = (
+            await async_session.exec(
+                select(TranscriptRevision)
+                .where(TranscriptRevision.job_id == upload_result.job_id)
+                .order_by(TranscriptRevision.version_number)
+            )
+        ).all()
 
         assert processed is True
         assert job is not None
@@ -41,30 +54,43 @@ class TestPipelineSuccessFlow:
         assert transcript is not None
         assert transcript.text == "Pipeline transcript"
         assert transcript.error_detail is None
+        assert transcript.model == "test-model"
+        assert len(revisions) == 1
+        assert revisions[0].version_number == 1
+        assert revisions[0].source == "ai"
+        assert revisions[0].text == "Pipeline transcript"
 
 
 @pytest.mark.integration
 class TestPipelineFailureFlow:
     """Verify end-to-end failure lifecycle behavior."""
 
-    def test_upload_then_worker_persists_failed_terminal_state(self, session, tmp_path: Path, monkeypatch):
+    @pytest.mark.asyncio
+    async def test_upload_then_worker_persists_failed_terminal_state(self, async_session, tmp_path: Path, monkeypatch):
         """Upload followed by worker processing persists error detail and failed status."""
         settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        upload_result = create_upload_job(
+        upload_result = await create_upload_job(
             filename="pipeline.jpg",
             file_bytes=b"pipeline-bytes",
-            session=session,
+            session=async_session,
             settings=settings,
         )
 
-        def _fake_transcribe(_path: str) -> TranscriptionResult:
+        async def _fake_transcribe(_path: str) -> TranscriptionResult:
             raise RuntimeError("pipeline provider failure")
 
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
+        monkeypatch.setattr("transcription.services.workflows.transcribe_document_image", _fake_transcribe)
 
-        processed = process_next_queued_job(session=session)
+        processed = await process_next_queued_job(session=async_session)
-        job = session.get(Job, upload_result.job_id)
+        job = await async_session.get(Job, upload_result.job_id)
-        transcript = session.exec(select(Transcript).where(Transcript.job_id == upload_result.job_id)).first()
+        transcript = (await async_session.exec(select(Transcript).where(Transcript.job_id == upload_result.job_id))).first()
+        revisions = (
+            await async_session.exec(
+                select(TranscriptRevision)
+                .where(TranscriptRevision.job_id == upload_result.job_id)
+                .order_by(TranscriptRevision.version_number)
+            )
+        ).all()
 
         assert processed is True
         assert job is not None
@@ -74,3 +100,8 @@ class TestPipelineFailureFlow:
         assert "pipeline provider failure" in transcript.error_detail
         assert "[internal_unexpected_error]" in transcript.error_detail
         assert "error_id=" in transcript.error_detail
+        assert len(revisions) == 1
+        assert revisions[0].version_number == 1
+        assert revisions[0].source == "ai"
+        assert revisions[0].text is None
+        assert "pipeline provider failure" in (revisions[0].error_detail or "")

tests/services/test_transcription.py

@@ -1,137 +0,0 @@
-"""Tests for transcription.services.transcription."""
-
-from pathlib import Path
-
-import pytest
-
-from transcription.config import Settings
-from transcription.providers.base import ProviderError, TranscriptionResult
-from transcription.services.transcription import (
-    PromptLoadError,
-    TranscriptionError,
-    load_image_payload,
-    load_prompt_text,
-    transcribe_document_image,
-)
-
-
-class _FakeProvider:
-    def __init__(self, *, result: TranscriptionResult | None = None, error: Exception | None = None):
-        self._result = result or TranscriptionResult(
-            text="Transcript output",
-            provider="openrouter",
-            model="test-model",
-        )
-        self._error = error
-        self.calls: list[dict[str, object]] = []
-
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
-        self.calls.append(
-            {
-                "prompt_text": prompt_text,
-                "image_bytes": image_bytes,
-                "mime_type": mime_type,
-            }
-        )
-        if self._error:
-            raise self._error
-        return self._result
-
-
-@pytest.mark.unit
-class TestPromptLoading:
-    """Verify prompt artifact loading and validation."""
-
-    def test_loads_prompt_text_from_prompt_dir(self, tmp_path: Path):
-        """Prompt loader returns canonical prompt text from configured prompt directory."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        prompt_file = prompt_dir / "transcribe_document.md"
-        prompt_file.write_text("Prompt body", encoding="utf-8")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        text = load_prompt_text(settings=settings)
-
-        assert text == "Prompt body"
-
-    def test_missing_prompt_raises_error(self, tmp_path: Path):
-        """Prompt loader raises PromptLoadError when the file is missing."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        with pytest.raises(PromptLoadError) as exc_info:
-            load_prompt_text(settings=settings)
-
-        assert exc_info.value.category.value == "infrastructure_persistent_error"
-        assert "verify prompt_dir" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.unit
-class TestImageLoading:
-    """Verify local image payload loading and mime detection."""
-
-    def test_load_image_payload_reads_bytes_and_mime_type(self, tmp_path: Path):
-        """Image loader returns file bytes and a detected MIME type for supported files."""
-        image_path = tmp_path / "sample.png"
-        image_bytes = b"\x89PNG\r\n\x1a\n"
-        image_path.write_bytes(image_bytes)
-
-        loaded_bytes, mime_type = load_image_payload(image_path)
-
-        assert loaded_bytes == image_bytes
-        assert mime_type == "image/png"
-
-    def test_missing_image_raises_error(self, tmp_path: Path):
-        """Image loader raises TranscriptionError when image file does not exist."""
-        missing = tmp_path / "missing.png"
-
-        with pytest.raises(TranscriptionError) as exc_info:
-            load_image_payload(missing)
-
-        assert exc_info.value.category.value == "not_found_error"
-        assert "verify" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.unit
-class TestTranscriptionService:
-    """Verify service orchestration across prompt, image, and provider calls."""
-
-    def test_transcribe_document_image_calls_provider_once(self, tmp_path: Path):
-        """Service loads prompt and image, then invokes provider exactly once."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        (prompt_dir / "transcribe_document.md").write_text("Prompt body", encoding="utf-8")
-
-        image_path = tmp_path / "document.jpg"
-        image_path.write_bytes(b"jpeg-bytes")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        provider = _FakeProvider()
-
-        result = transcribe_document_image(image_path, settings=settings, provider=provider)
-
-        assert result.text == "Transcript output"
-        assert len(provider.calls) == 1
-        assert provider.calls[0]["prompt_text"] == "Prompt body"
-        assert provider.calls[0]["image_bytes"] == b"jpeg-bytes"
-        assert provider.calls[0]["mime_type"] == "image/jpeg"
-
-    def test_provider_error_is_wrapped(self, tmp_path: Path):
-        """Service wraps provider failures in TranscriptionError."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        (prompt_dir / "transcribe_document.md").write_text("Prompt body", encoding="utf-8")
-
-        image_path = tmp_path / "document.png"
-        image_path.write_bytes(b"png-bytes")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        provider = _FakeProvider(error=ProviderError("upstream failure"))
-
-        with pytest.raises(TranscriptionError) as exc_info:
-            transcribe_document_image(image_path, settings=settings, provider=provider)
-
-        assert exc_info.value.category.value == "external_provider_error"
-        assert exc_info.value.retriable is True
-        assert "retry" in exc_info.value.suggestion.lower()

tests/services/test_upload.py

@@ -1,104 +0,0 @@
-"""Tests for transcription.services.upload."""
-
-from pathlib import Path
-
-import pytest
-
-from transcription.config import Settings
-from transcription.models import Document, Job, JobStatus
-from transcription.services.upload import UploadError, create_upload_job
-
-
-@pytest.mark.unit
-class TestUploadValidation:
-    """Verify upload validation behavior."""
-
-    def test_rejects_empty_bytes(self, session, tmp_path: Path):
-        """create_upload_job rejects an empty upload payload."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        with pytest.raises(UploadError) as exc_info:
-            create_upload_job(
-                filename="letter.jpg",
-                file_bytes=b"",
-                session=session,
-                settings=settings,
-            )
-
-        assert exc_info.value.category.value == "validation_error"
-        assert "non-empty" in exc_info.value.suggestion.lower()
-
-    def test_rejects_unsupported_extension(self, session, tmp_path: Path):
-        """create_upload_job rejects unsupported filename extensions."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        with pytest.raises(UploadError) as exc_info:
-            create_upload_job(
-                filename="notes.txt",
-                file_bytes=b"content",
-                session=session,
-                settings=settings,
-            )
-
-        assert exc_info.value.category.value == "user_input_error"
-        assert "jpg" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.integration
-class TestUploadPersistence:
-    """Verify upload file and record persistence behavior."""
-
-    def test_writes_file_and_creates_records(self, session, tmp_path: Path):
-        """create_upload_job writes file and creates document/job records."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        result = create_upload_job(
-            filename="letter.jpg",
-            file_bytes=b"image-bytes",
-            session=session,
-            settings=settings,
-        )
-
-        assert result.stored_path.exists()
-        assert result.stored_path.read_bytes() == b"image-bytes"
-
-        document = session.get(Document, result.document_id)
-        job = session.get(Job, result.job_id)
-        assert document is not None
-        assert job is not None
-        assert document.filename == "letter.jpg"
-        assert document.file_path == str(result.stored_path)
-
-    def test_uses_unique_stored_filename(self, session, tmp_path: Path):
-        """create_upload_job stores uploads with unique filenames."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        first = create_upload_job(
-            filename="duplicate.jpg",
-            file_bytes=b"first",
-            session=session,
-            settings=settings,
-        )
-        second = create_upload_job(
-            filename="duplicate.jpg",
-            file_bytes=b"second",
-            session=session,
-            settings=settings,
-        )
-
-        assert first.stored_path != second.stored_path
-        assert first.stored_path.exists()
-        assert second.stored_path.exists()
-
-    def test_sets_job_status_queued(self, session, tmp_path: Path):
-        """create_upload_job persists a job with queued status."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        result = create_upload_job(
-            filename="queued.pdf",
-            file_bytes=b"%PDF-1.4",
-            session=session,
-            settings=settings,
-        )
-
-        job = session.get(Job, result.job_id)
-        assert job is not None
-        assert job.status == JobStatus.QUEUED

tests/services/test_worker.py

@@ -1,232 +0,0 @@
-"""Tests for transcription.worker."""
-
-from pathlib import Path
-from threading import Event
-
-import pytest
-from sqlmodel import select
-
-from transcription.config import Settings
-from transcription.errors import AppError, ErrorCategory
-from transcription.models import Document, Job, JobStatus, Transcript
-from transcription.providers.base import TranscriptionResult
-from transcription.worker import process_next_queued_job, run_worker_loop
-
-
-def _create_queued_job(session, *, filename: str = "doc.jpg", file_path: str = "uploads/doc.jpg") -> Job:
-    document = Document(filename=filename, file_path=file_path)
-    session.add(document)
-    session.commit()
-    session.refresh(document)
-
-    job = Job(document_id=document.id, status=JobStatus.QUEUED)
-    session.add(job)
-    session.commit()
-    session.refresh(job)
-    return job
-
-
-@pytest.mark.integration
-class TestWorkerQueueBehavior:
-    """Verify worker behavior when selecting queued jobs."""
-
-    def test_returns_false_when_queue_empty(self, session):
-        """process_next_queued_job returns False when there are no queued jobs."""
-        processed = process_next_queued_job(session=session)
-        assert processed is False
-
-
-@pytest.mark.integration
-class TestWorkerSuccessPath:
-    """Verify worker success-path lifecycle transitions and transcript persistence."""
-
-    def test_transitions_processing_to_transcribed(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job transitions queued jobs to transcribed on success."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            return TranscriptionResult(text="ok", provider="openrouter", model="test-model")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert processed is True
-        assert job.status == JobStatus.TRANSCRIBED
-
-    def test_persists_transcript_text_on_success(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job stores transcript text for successful jobs."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            return TranscriptionResult(text="Transcript body", provider="openrouter", model="test-model")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        process_next_queued_job(session=session)
-
-        transcript = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).first()
-        assert transcript is not None
-        assert transcript.text == "Transcript body"
-        assert transcript.error_detail is None
-
-
-@pytest.mark.integration
-class TestWorkerFailurePath:
-    """Verify worker failure-path lifecycle transitions and error persistence."""
-
-    def test_sets_failed_and_error_detail_on_failure(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job marks failed and stores error detail on exception."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            raise RuntimeError("provider failure")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-        transcript = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).first()
-
-        assert processed is True
-        assert job.status == JobStatus.FAILED
-        assert transcript is not None
-        assert transcript.text is None
-        assert "provider failure" in transcript.error_detail
-        assert "[internal_unexpected_error]" in transcript.error_detail
-        assert "error_id=" in transcript.error_detail
-        assert "suggestion=" in transcript.error_detail
-
-    def test_updates_existing_transcript_if_present(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job updates existing transcript instead of duplicating."""
-        job = _create_queued_job(session)
-        existing = Transcript(job_id=job.id, text="old", error_detail=None)
-        session.add(existing)
-        session.commit()
-        session.refresh(existing)
-
-        def _fake_transcribe(_path):
-            raise RuntimeError("provider failure")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        process_next_queued_job(session=session)
-
-        transcripts = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).all()
-        assert len(transcripts) == 1
-        assert transcripts[0].id == existing.id
-        assert transcripts[0].text is None
-        assert "provider failure" in transcripts[0].error_detail
-        assert "[internal_unexpected_error]" in transcripts[0].error_detail
-        assert "error_id=" in transcripts[0].error_detail
-
-
-@pytest.mark.integration
-class TestWorkerRetryBehavior:
-    """Verify worker retry and terminal failure policies."""
-
-    def test_retriable_failure_requeues_until_limit(self, session, monkeypatch, tmp_path: Path):
-        """Retriable failures requeue jobs while retry budget remains."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            raise AppError(
-                "temporary upstream outage",
-                category=ErrorCategory.EXTERNAL_PROVIDER,
-                suggestion="Retry from jobs page.",
-                retriable=True,
-            )
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(
-                openrouter_api_key="test-key",
-                prompt_dir=tmp_path,
-                worker_max_retries=1,
-                worker_retry_backoff_seconds=0.0,
-            ),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert processed is True
-        assert job.status == JobStatus.QUEUED
-        assert job.retry_count == 1
-
-    def test_retriable_failure_exhaustion_sets_failed(self, session, monkeypatch, tmp_path: Path):
-        """Retriable failures transition to failed when retry budget is exhausted."""
-        job = _create_queued_job(session)
-        job.retry_count = 1
-        session.add(job)
-        session.commit()
-
-        def _fake_transcribe(_path):
-            raise AppError(
-                "temporary upstream outage",
-                category=ErrorCategory.EXTERNAL_PROVIDER,
-                suggestion="Retry from jobs page.",
-                retriable=True,
-            )
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(
-                openrouter_api_key="test-key",
-                prompt_dir=tmp_path,
-                worker_max_retries=1,
-                worker_retry_backoff_seconds=0.0,
-            ),
-        )
-
-        process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert job.status == JobStatus.FAILED
-        assert job.retry_count == 1
-
-
-@pytest.mark.unit
-class TestWorkerLoopControl:
-    """Verify worker loop start/stop behavior."""
-
-    def test_stops_when_stop_event_is_set(self, monkeypatch):
-        """run_worker_loop exits when a stop event is set."""
-        stop_event = Event()
-        stop_event.set()
-
-        called = {"value": False}
-
-        def _fake_process_next_queued_job(**_kwargs):
-            called["value"] = True
-            return False
-
-        monkeypatch.setattr("transcription.worker.process_next_queued_job", _fake_process_next_queued_job)
-
-        run_worker_loop(stop_event=stop_event, poll_interval_seconds=0.01)
-        assert called["value"] is False

tests/test_db.py

@@ -1,96 +1,71 @@
-"""Tests for transcription.db — schema bootstrap and session factory."""
+"""Tests for transcription.db — async schema bootstrap/runtime behavior."""
 
-from sqlalchemy import inspect, text
+from sqlalchemy import inspect
-from sqlmodel import Session, SQLModel, create_engine
+from sqlalchemy import text
-from sqlmodel.pool import StaticPool
+import pytest
-
-
-def _in_memory_engine():
-    """Create a fresh in-memory SQLite engine for isolated db tests."""
-    return create_engine(
-        "sqlite://",
-        connect_args={"check_same_thread": False},
-        poolclass=StaticPool,
-    )
 
 
 class TestSchemaBootstrap:
-    """Verify create_all produces the expected table set."""
+    """Verify async create_all produces the expected table set."""
 
-    def test_create_all_creates_expected_tables(self):
+    @pytest.mark.asyncio
-        """After create_all(), document, job, and transcript tables exist."""
+    async def test_create_all_creates_expected_tables(self, default_settings):
-        engine = _in_memory_engine()
+        """After async create_all(), document/job/transcript/revision tables exist."""
-        # Ensure models are imported so metadata is populated
+        # Ensure models are imported so metadata is populated.
-        from transcription.models import Document, Job, Transcript  # noqa: F401
+        from transcription.models import Document, Job, Transcript, TranscriptRevision  # noqa: F401
 
-        import transcription.db as db_module
+        from transcription.db.operations import create_all
+        from transcription.db.runtime import get_engine
 
-        db_module.create_all(engine=engine)
+        engine = get_engine(settings=default_settings)
+        await create_all(engine=engine)
+
+        async with engine.begin() as connection:
+            table_names = set(await connection.run_sync(lambda sync_conn: inspect(sync_conn).get_table_names()))
 
-        inspector = inspect(engine)
-        table_names = set(inspector.get_table_names())
         assert "document" in table_names
         assert "job" in table_names
         assert "transcript" in table_names
+        assert "transcriptrevision" in table_names
 
 
 class TestSessionFactory:
-    """Verify get_session yields and cleans up sessions."""
+    """Verify async get_session yields a usable AsyncSession."""
 
-    def test_get_session_yields_session(self):
+    @pytest.mark.asyncio
-        """get_session() yields a usable Session object."""
+    async def test_get_session_yields_session(self, default_settings):
-        engine = _in_memory_engine()
+        """get_session() yields an AsyncSession with a live connection."""
-        SQLModel.metadata.create_all(engine)
+        from transcription.db.runtime import get_session
 
-        import transcription.db as db_module
+        async with get_session(settings=default_settings) as session:
-
+            result = await session.exec(text("SELECT 1"))
-        with db_module.get_session(engine=engine) as session:
+            assert result.first()[0] == 1
-            assert isinstance(session, Session)
-
-    def test_session_is_closed_after_generator_exit(self):
-        """After the context manager exits, the session is closed."""
-        engine = _in_memory_engine()
-        SQLModel.metadata.create_all(engine)
-
-        import transcription.db as db_module
-
-        with db_module.get_session(engine=engine) as session:
-            # Session is usable inside the context
-            session.execute(text("SELECT 1"))
-            captured = session
-
-        # After exiting, the session's internal connection is released
-        # (no active transaction bound to the session)
-        assert captured._transaction is None
 
 
 class TestBootstrapPolicy:
-    """Verify schema bootstrap policy defaults and overrides."""
+    """Verify startup schema bootstrap policy via Settings property."""
 
     def test_production_defaults_to_no_bootstrap(self):
         """Production defaults to explicit non-bootstrap startup behavior."""
         from transcription.config import Settings
-        from transcription.db import should_bootstrap_schema
 
         settings = Settings(openrouter_api_key="test-key", environment="production")
-        assert should_bootstrap_schema(settings) is False
+        assert settings.should_bootstrap_schema is False
 
     def test_development_defaults_to_bootstrap(self):
         """Development defaults to schema bootstrap for local workflows."""
         from transcription.config import Settings
-        from transcription.db import should_bootstrap_schema
 
         settings = Settings(openrouter_api_key="test-key", environment="development")
-        assert should_bootstrap_schema(settings) is True
+        assert settings.should_bootstrap_schema is True
 
     def test_explicit_override_wins(self):
         """Explicit bootstrap_schema_on_startup overrides environment default."""
         from transcription.config import Settings
-        from transcription.db import should_bootstrap_schema
 
         settings = Settings(
             openrouter_api_key="test-key",
             environment="production",
             bootstrap_schema_on_startup=True,
         )
-        assert should_bootstrap_schema(settings) is True
+        assert settings.should_bootstrap_schema is True

tests/test_models.py

@@ -1,11 +1,11 @@
-"""Tests for transcription.models — Document, Job, Transcript persistence and relationships."""
+"""Tests for transcription.models — Document, Job, Transcript, TranscriptRevision models."""
 
 from uuid import UUID
 
 import pytest
 from sqlalchemy.exc import IntegrityError
 
-from transcription.models import Document, Job, JobStatus, Transcript
+from transcription.models import Document, Job, JobStatus, Transcript, TranscriptRevision
 
 
 def _make_document(**overrides) -> Document:
@@ -113,7 +113,7 @@ class TestTranscriptModel:
         """A Transcript with text set and error_detail None persists correctly."""
         doc = _persist_document(session)
         job = _persist_job(session, doc)
-        transcript = Transcript(job_id=job.id, text="Dear Sir, ...")
+        transcript = Transcript(job_id=job.id, provider="openrouter", prompt_name="transcribe_document.md", text="Dear Sir, ...")
         session.add(transcript)
         session.commit()
         session.refresh(transcript)
@@ -127,7 +127,12 @@ class TestTranscriptModel:
         """A Transcript with text None and error_detail set persists correctly."""
         doc = _persist_document(session)
         job = _persist_job(session, doc)
-        transcript = Transcript(job_id=job.id, error_detail="Provider timeout")
+        transcript = Transcript(
+            job_id=job.id,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            error_detail="Provider timeout",
+        )
         session.add(transcript)
         session.commit()
         session.refresh(transcript)
@@ -142,16 +147,101 @@ class TestTranscriptModel:
         doc = _persist_document(session)
         job = _persist_job(session, doc)
 
-        t1 = Transcript(job_id=job.id, text="First")
+        t1 = Transcript(job_id=job.id, provider="openrouter", prompt_name="transcribe_document.md", text="First")
         session.add(t1)
         session.commit()
 
-        t2 = Transcript(job_id=job.id, text="Duplicate")
+        t2 = Transcript(job_id=job.id, provider="openrouter", prompt_name="transcribe_document.md", text="Duplicate")
         session.add(t2)
         with pytest.raises(IntegrityError):
             session.commit()
 
 
+class TestTranscriptRevisionModel:
+    """Verify TranscriptRevision persistence and version uniqueness constraints."""
+
+    def test_revision_record_persists(self, session):
+        """A TranscriptRevision with version metadata persists correctly."""
+        doc = _persist_document(session)
+        job = _persist_job(session, doc)
+        revision = TranscriptRevision(
+            job_id=job.id,
+            version_number=1,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            model="google/gemini-2.5-flash",
+            source="ai",
+            text="Initial text",
+        )
+        session.add(revision)
+        session.commit()
+        session.refresh(revision)
+
+        fetched = session.get(TranscriptRevision, revision.id)
+        assert fetched is not None
+        assert fetched.version_number == 1
+        assert fetched.text == "Initial text"
+        assert fetched.source == "ai"
+
+    def test_job_version_pair_is_unique(self, session):
+        """Duplicate version_number for same job raises integrity error."""
+        doc = _persist_document(session)
+        job = _persist_job(session, doc)
+
+        first = TranscriptRevision(
+            job_id=job.id,
+            version_number=1,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            source="ai",
+            text="Initial",
+        )
+        duplicate = TranscriptRevision(
+            job_id=job.id,
+            version_number=1,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            source="user",
+            text="Edited",
+        )
+        session.add(first)
+        session.commit()
+
+        session.add(duplicate)
+        with pytest.raises(IntegrityError):
+            session.commit()
+
+    def test_same_version_number_allowed_for_different_jobs(self, session):
+        """Version numbers are scoped per job, not globally."""
+        doc1 = _persist_document(session)
+        job1 = _persist_job(session, doc1)
+        doc2 = _make_document(filename="letter2.jpg", file_path="/uploads/letter2.jpg")
+        session.add(doc2)
+        session.commit()
+        session.refresh(doc2)
+        job2 = _persist_job(session, doc2)
+
+        r1 = TranscriptRevision(
+            job_id=job1.id,
+            version_number=1,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            source="ai",
+            text="Job1 v1",
+        )
+        r2 = TranscriptRevision(
+            job_id=job2.id,
+            version_number=1,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            source="ai",
+            text="Job2 v1",
+        )
+        session.add(r1)
+        session.add(r2)
+        session.commit()
+
+
 class TestRelationships:
     """Verify SQLModel relationship navigation between models."""
 
@@ -169,7 +259,12 @@ class TestRelationships:
         """job.transcript returns the linked Transcript."""
         doc = _persist_document(session)
         job = _persist_job(session, doc)
-        transcript = Transcript(job_id=job.id, text="Transcribed text")
+        transcript = Transcript(
+            job_id=job.id,
+            provider="openrouter",
+            prompt_name="transcribe_document.md",
+            text="Transcribed text",
+        )
         session.add(transcript)
         session.commit()
 
@@ -177,3 +272,32 @@ class TestRelationships:
         assert job.transcript is not None
         assert isinstance(job.transcript, Transcript)
         assert job.transcript.text == "Transcribed text"
+
+    def test_job_exposes_transcript_revisions(self, session):
+        """job.transcript_revisions returns all linked revisions."""
+        doc = _persist_document(session)
+        job = _persist_job(session, doc)
+        session.add(
+            TranscriptRevision(
+                job_id=job.id,
+                version_number=1,
+                provider="openrouter",
+                prompt_name="transcribe_document.md",
+                source="ai",
+                text="v1",
+            )
+        )
+        session.add(
+            TranscriptRevision(
+                job_id=job.id,
+                version_number=2,
+                provider="openrouter",
+                prompt_name="transcribe_document.md",
+                source="user",
+                text="v2",
+            )
+        )
+        session.commit()
+
+        session.refresh(job)
+        assert len(job.transcript_revisions) == 2

tests/ui/test_jobs_page.py

@@ -1,95 +1,37 @@
-"""Tests for transcription.ui.jobs_page."""
+"""Tests for the jobs page route."""
-
-from uuid import uuid4
 
 import pytest
+from fastapi import FastAPI
+from fastapi.testclient import TestClient
 
-from transcription.models import Document, Job, Transcript
+from transcription.ui import register_pages
-from transcription.ui.jobs_page import fetch_job_detail, fetch_jobs
+from transcription.ui.pages import jobs_page
+
+
+@pytest.fixture
+def client(monkeypatch):
+    """Provide a minimal app client with jobs data patched for rendering."""
+
+    async def _fetch_jobs_stub():
+        return []
+
+    monkeypatch.setattr(jobs_page, "fetch_jobs", _fetch_jobs_stub)
+
+    app = FastAPI()
+    register_pages(app)
+    with TestClient(app) as test_client:
+        yield test_client
 
 
 @pytest.mark.integration
-class TestJobsListBehavior:
+class TestPageRendering:
-    """Verify job list data and rendering helpers."""
+    """Verify the jobs page is available and includes the main controls."""
 
-    def test_fetch_jobs_returns_job_view_rows(self, session, monkeypatch):
+    def test_jobs_page_renders_expected_controls(self, client):
-        """fetch_jobs returns normalized JobView rows for UI consumption."""
+        """GET /ui/jobs returns the page shell and jobs controls."""
-        document = Document(filename="letter.jpg", file_path="uploads/letter.jpg")
+        response = client.get("/ui/jobs")
-        session.add(document)
-        session.commit()
-        session.refresh(document)
 
-        job = Job(document_id=document.id)
+        assert response.status_code == 200
-        session.add(job)
+        assert "Transcription Jobs" in response.text
-        session.commit()
+        assert "Refresh" in response.text
-
+        assert "Back to upload" in response.text
-        class _SessionContext:
-            def __enter__(self):
-                return session
-
-            def __exit__(self, exc_type, exc, tb):
-                return False
-
-        monkeypatch.setattr("transcription.ui.jobs_page.get_session", lambda: _SessionContext())
-
-        rows = fetch_jobs()
-
-        assert len(rows) == 1
-        assert rows[0].id == job.id
-        assert rows[0].status == "queued"
-
-
-@pytest.mark.integration
-class TestJobDetailBehavior:
-    """Verify job detail retrieval behavior."""
-
-    def test_fetch_job_detail_returns_related_records_when_present(self, session, monkeypatch):
-        """fetch_job_detail returns job, document, and transcript when available."""
-        document = Document(filename="typed.jpg", file_path="uploads/typed.jpg")
-        session.add(document)
-        session.commit()
-        session.refresh(document)
-
-        job = Job(document_id=document.id)
-        session.add(job)
-        session.commit()
-        session.refresh(job)
-
-        transcript = Transcript(job_id=job.id, text="Transcript text")
-        session.add(transcript)
-        session.commit()
-
-        class _SessionContext:
-            def __enter__(self):
-                return session
-
-            def __exit__(self, exc_type, exc, tb):
-                return False
-
-        monkeypatch.setattr("transcription.ui.jobs_page.get_session", lambda: _SessionContext())
-
-        fetched_job, fetched_document, fetched_transcript = fetch_job_detail(job.id)
-
-        assert fetched_job is not None
-        assert fetched_document is not None
-        assert fetched_transcript is not None
-        assert fetched_job.id == job.id
-        assert fetched_document.id == document.id
-        assert fetched_transcript.job_id == job.id
-
-    def test_fetch_job_detail_returns_nones_for_missing_job(self, session, monkeypatch):
-        """fetch_job_detail returns triple None when job does not exist."""
-        class _SessionContext:
-            def __enter__(self):
-                return session
-
-            def __exit__(self, exc_type, exc, tb):
-                return False
-
-        monkeypatch.setattr("transcription.ui.jobs_page.get_session", lambda: _SessionContext())
-
-        fetched_job, fetched_document, fetched_transcript = fetch_job_detail(uuid4())
-
-        assert fetched_job is None
-        assert fetched_document is None
-        assert fetched_transcript is None

tests/ui/test_pages_registration.py

@@ -1,8 +1,7 @@
 """Tests for UI page registration wiring."""
 
-from fastapi import FastAPI
-from fastapi.testclient import TestClient
 import pytest
+from fastapi import FastAPI
 
 from transcription.ui import register_pages
 
@@ -11,16 +10,29 @@ from transcription.ui import register_pages
 class TestPageRegistration:
     """Verify page registration and route wiring."""
 
-    def test_register_pages_adds_expected_routes(self):
+    def test_register_pages_wires_upload_jobs_and_mount(self, monkeypatch):
-        """register_pages wires upload and jobs routes into the app."""
+        """register_pages registers pages and mounts NiceGUI at /ui."""
+        calls: list[str] = []
+
+        def _record_upload() -> None:
+            calls.append("upload")
+
+        def _record_jobs() -> None:
+            calls.append("jobs")
+
+        def _record_run_with(
+            _app: FastAPI,
+            *,
+            mount_path: str,
+            show_welcome_message: bool,
+        ) -> None:
+            calls.append(f"run_with:{mount_path}:{show_welcome_message}")
+
+        monkeypatch.setattr("transcription.ui.register_upload_page", _record_upload)
+        monkeypatch.setattr("transcription.ui.register_jobs_page", _record_jobs)
+        monkeypatch.setattr("transcription.ui.ui.run_with", _record_run_with)
+
         app = FastAPI()
         register_pages(app)
-        app.add_api_route("/healthz", lambda: {"status": "ok"}, methods=["GET"])
 
-        client = TestClient(app)
+        assert calls == ["upload", "jobs", "run_with:/ui:False"]
-        ui_response = client.get("/ui")
-        health_response = client.get("/healthz")
-
-        assert ui_response.status_code == 200
-        assert health_response.status_code == 200
-        assert health_response.json() == {"status": "ok"}

tests/ui/test_upload_page.py

@@ -1,53 +1,55 @@
-"""Tests for transcription.ui.upload_page."""
+"""Tests for the upload page route."""
 
 from pathlib import Path
-from uuid import uuid4
 
 import pytest
+from fastapi.testclient import TestClient
 
-from transcription.services.upload import UploadError, UploadJobResult
+from transcription.app import create_app
-from transcription.ui import upload_page
+from transcription.config import Settings
+from transcription.config import _settings
 
 
-@pytest.mark.unit
+@pytest.fixture
-class TestUploadPageBehavior:
+def client(tmp_path: Path):
-    """Verify upload page helper and submission behavior."""
+    """Provide a real app client backed by in-memory SQLite."""
+    settings = Settings(
+        openrouter_api_key="test-key",
+        database_url="sqlite:///:memory:",
+        environment="test",
+        upload_dir=tmp_path / "uploads",
+        prompt_dir=tmp_path / "prompts",
+    )
+    _settings.set(settings)
 
-    def test_accepted_upload_types_contains_supported_extensions(self):
+    app = create_app()
-        """accepted_upload_types includes all MVP-supported upload extensions."""
+    with TestClient(app) as test_client:
-        accepted = upload_page.accepted_upload_types()
+        yield test_client
-        assert ".jpg" in accepted
-        assert ".jpeg" in accepted
-        assert ".png" in accepted
-        assert ".tif" in accepted
-        assert ".tiff" in accepted
-        assert ".pdf" in accepted
 
-    def test_submit_upload_calls_upload_service(self, monkeypatch):
-        """submit_upload delegates file persistence and job creation to upload service."""
-        expected = UploadJobResult(
-            document_id=uuid4(),
-            job_id=uuid4(),
-            stored_path=Path("uploads/mock.jpg"),
-            original_filename="mock.jpg",
-        )
 
-        def fake_create_upload_job(*, filename: str, file_bytes: bytes):
+@pytest.mark.integration
-            assert filename == "mock.jpg"
+class TestPageRendering:
-            assert file_bytes == b"bytes"
+    """Verify the upload page is available and includes the main controls."""
-            return expected
 
-        monkeypatch.setattr(upload_page, "create_upload_job", fake_create_upload_job)
+    def test_root_redirects_to_ui(self, client):
+        """GET / redirects to the UI mount point."""
+        response = client.get("/", follow_redirects=False)
 
-        result = upload_page.submit_upload(filename="mock.jpg", file_bytes=b"bytes")
+        assert response.status_code == 307
-        assert result == expected
+        assert response.headers["location"] == "/ui"
 
-    def test_submit_upload_surfaces_upload_error(self, monkeypatch):
+    def test_ui_redirects_to_upload(self, client):
-        """submit_upload raises UploadError for invalid upload payloads."""
+        """GET /ui redirects to the upload page."""
-        def fake_create_upload_job(*, filename: str, file_bytes: bytes):
+        response = client.get("/ui", follow_redirects=False)
-            raise UploadError("invalid payload")
 
-        monkeypatch.setattr(upload_page, "create_upload_job", fake_create_upload_job)
+        assert response.status_code == 307
+        assert response.headers["location"] == "/ui/upload"
 
-        with pytest.raises(UploadError):
+    def test_upload_page_renders_expected_controls(self, client):
-            upload_page.submit_upload(filename="bad.jpg", file_bytes=b"")
+        """GET /ui/upload returns the page shell and upload controls."""
+        response = client.get("/ui/upload")
+
+        assert response.status_code == 200
+        assert "Upload Document" in response.text
+        assert "Select document file" in response.text
+        assert "View jobs" in response.text

uv.lock

@@ -173,6 +173,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b0/7b/90df4a0a816d98d6ea26f559d87836d494a2cf1fcf063be67df50a7bcc30/anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72", size = 124875, upload-time = "2026-06-24T20:56:04.413Z" },
 ]
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/35/5d/752690df9ef5b76e169e68d6a129fa6d08a7100ca7f754c89495db3c6019/appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee", size = 4170, upload-time = "2024-02-06T09:43:11.258Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c", size = 4321, upload-time = "2024-02-06T09:43:09.663Z" },
+]
+
+[[package]]
+name = "asttokens"
+version = "3.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", hash = "sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7", size = 62308, upload-time = "2025-11-15T16:43:48.578Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a", size = 27047, upload-time = "2025-11-15T16:43:16.109Z" },
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.31.0"
@@ -240,6 +258,63 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/2f/c5464532e965badff2f4c4c1a3a83f5697f0d7c407ed0cda44aaa99bb451/certifi-2026.6.17-py3-none-any.whl", hash = "sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db", size = 133289, upload-time = "2026-06-17T10:31:06.348Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271, upload-time = "2025-09-08T23:22:44.795Z" },
+    { url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048, upload-time = "2025-09-08T23:22:45.938Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529, upload-time = "2025-09-08T23:22:47.349Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097, upload-time = "2025-09-08T23:22:48.677Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983, upload-time = "2025-09-08T23:22:50.06Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/c8/15cb9ada8895957ea171c62dc78ff3e99159ee7adb13c0123c001a2546c1/cffi-2.0.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037", size = 206519, upload-time = "2025-09-08T23:22:51.364Z" },
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