openai/chatkit-python
Publicmirrored fromhttps://github.com/openai/chatkit-pythonAvailable
chatkit/types.py
831lines · modecode
| 1 | from __future__ import annotations |
| 2 | |
| 3 | from datetime import datetime |
| 4 | from typing import Any, Generic, Literal |
| 5 | |
| 6 | from pydantic import AnyUrl, BaseModel, Field |
| 7 | from typing_extensions import Annotated, TypeIs, TypeVar |
| 8 | |
| 9 | from chatkit.errors import ErrorCode |
| 10 | |
| 11 | from .actions import Action |
| 12 | from .icons import IconName |
| 13 | from .widgets import WidgetComponent, WidgetRoot |
| 14 | |
| 15 | T = TypeVar("T") |
| 16 | |
| 17 | |
| 18 | class Page(BaseModel, Generic[T]): |
| 19 | """Paginated collection of records returned from the API.""" |
| 20 | |
| 21 | data: list[T] = [] |
| 22 | has_more: bool = False |
| 23 | after: str | None = None |
| 24 | |
| 25 | |
| 26 | ### REQUEST TYPES |
| 27 | |
| 28 | |
| 29 | class BaseReq(BaseModel): |
| 30 | """Base class for all request payloads.""" |
| 31 | |
| 32 | metadata: dict[str, Any] = Field(default_factory=dict) |
| 33 | """Arbitrary integration-specific metadata.""" |
| 34 | |
| 35 | |
| 36 | class ThreadsGetByIdReq(BaseReq): |
| 37 | """Request to fetch a single thread by its identifier.""" |
| 38 | |
| 39 | type: Literal["threads.get_by_id"] = "threads.get_by_id" |
| 40 | params: ThreadGetByIdParams |
| 41 | |
| 42 | |
| 43 | class ThreadGetByIdParams(BaseModel): |
| 44 | """Parameters for retrieving a thread by id.""" |
| 45 | |
| 46 | thread_id: str |
| 47 | |
| 48 | |
| 49 | class ThreadsCreateReq(BaseReq): |
| 50 | """Request to create a new thread from a user message.""" |
| 51 | |
| 52 | type: Literal["threads.create"] = "threads.create" |
| 53 | params: ThreadCreateParams |
| 54 | |
| 55 | |
| 56 | class ThreadCreateParams(BaseModel): |
| 57 | """User input required to create a thread.""" |
| 58 | |
| 59 | input: UserMessageInput |
| 60 | |
| 61 | |
| 62 | class ThreadListParams(BaseModel): |
| 63 | """Pagination parameters for listing threads.""" |
| 64 | |
| 65 | limit: int | None = None |
| 66 | order: Literal["asc", "desc"] = "desc" |
| 67 | after: str | None = None |
| 68 | |
| 69 | |
| 70 | class ThreadsListReq(BaseReq): |
| 71 | """Request to list threads.""" |
| 72 | |
| 73 | type: Literal["threads.list"] = "threads.list" |
| 74 | params: ThreadListParams |
| 75 | |
| 76 | |
| 77 | class ThreadsAddUserMessageReq(BaseReq): |
| 78 | """Request to append a user message to a thread.""" |
| 79 | |
| 80 | type: Literal["threads.add_user_message"] = "threads.add_user_message" |
| 81 | params: ThreadAddUserMessageParams |
| 82 | |
| 83 | |
| 84 | class ThreadAddUserMessageParams(BaseModel): |
| 85 | """Parameters for adding a user message to a thread.""" |
| 86 | |
| 87 | input: UserMessageInput |
| 88 | thread_id: str |
| 89 | |
| 90 | |
| 91 | class ThreadsAddClientToolOutputReq(BaseReq): |
| 92 | """Request to add a client tool's output to a thread.""" |
| 93 | |
| 94 | type: Literal["threads.add_client_tool_output"] = "threads.add_client_tool_output" |
| 95 | params: ThreadAddClientToolOutputParams |
| 96 | |
| 97 | |
| 98 | class ThreadAddClientToolOutputParams(BaseModel): |
| 99 | """Parameters for recording tool output in a thread.""" |
| 100 | |
| 101 | thread_id: str |
| 102 | result: Any |
| 103 | |
| 104 | |
| 105 | class ThreadsCustomActionReq(BaseReq): |
| 106 | """Request to execute a custom action within a thread.""" |
| 107 | |
| 108 | type: Literal["threads.custom_action"] = "threads.custom_action" |
| 109 | params: ThreadCustomActionParams |
| 110 | |
| 111 | |
| 112 | class ThreadCustomActionParams(BaseModel): |
| 113 | """Parameters describing the custom action to execute.""" |
| 114 | |
| 115 | thread_id: str |
| 116 | item_id: str | None = None |
| 117 | action: Action[str, Any] |
| 118 | |
| 119 | |
| 120 | class ThreadsRetryAfterItemReq(BaseReq): |
| 121 | """Request to retry processing after a specific thread item.""" |
| 122 | |
| 123 | type: Literal["threads.retry_after_item"] = "threads.retry_after_item" |
| 124 | params: ThreadRetryAfterItemParams |
| 125 | |
| 126 | |
| 127 | class ThreadRetryAfterItemParams(BaseModel): |
| 128 | """Parameters specifying which item to retry.""" |
| 129 | |
| 130 | thread_id: str |
| 131 | item_id: str |
| 132 | |
| 133 | |
| 134 | class ItemsFeedbackReq(BaseReq): |
| 135 | """Request to submit feedback on specific items.""" |
| 136 | |
| 137 | type: Literal["items.feedback"] = "items.feedback" |
| 138 | params: ItemFeedbackParams |
| 139 | |
| 140 | |
| 141 | class ItemFeedbackParams(BaseModel): |
| 142 | """Parameters describing feedback targets and sentiment.""" |
| 143 | |
| 144 | thread_id: str |
| 145 | item_ids: list[str] |
| 146 | kind: FeedbackKind |
| 147 | |
| 148 | |
| 149 | class AttachmentsDeleteReq(BaseReq): |
| 150 | """Request to remove an attachment.""" |
| 151 | |
| 152 | type: Literal["attachments.delete"] = "attachments.delete" |
| 153 | params: AttachmentDeleteParams |
| 154 | |
| 155 | |
| 156 | class AttachmentDeleteParams(BaseModel): |
| 157 | """Parameters identifying an attachment to delete.""" |
| 158 | |
| 159 | attachment_id: str |
| 160 | |
| 161 | |
| 162 | class AttachmentsCreateReq(BaseReq): |
| 163 | """Request to register a new attachment.""" |
| 164 | |
| 165 | type: Literal["attachments.create"] = "attachments.create" |
| 166 | params: AttachmentCreateParams |
| 167 | |
| 168 | |
| 169 | class AttachmentCreateParams(BaseModel): |
| 170 | """Metadata needed to initialize an attachment.""" |
| 171 | |
| 172 | name: str |
| 173 | size: int |
| 174 | mime_type: str |
| 175 | |
| 176 | |
| 177 | class ItemsListReq(BaseReq): |
| 178 | """Request to list items inside a thread.""" |
| 179 | |
| 180 | type: Literal["items.list"] = "items.list" |
| 181 | params: ItemsListParams |
| 182 | |
| 183 | |
| 184 | class ItemsListParams(BaseModel): |
| 185 | """Pagination parameters for listing thread items.""" |
| 186 | |
| 187 | thread_id: str |
| 188 | limit: int | None = None |
| 189 | order: Literal["asc", "desc"] = "desc" |
| 190 | after: str | None = None |
| 191 | |
| 192 | |
| 193 | class ThreadsUpdateReq(BaseReq): |
| 194 | """Request to update thread metadata.""" |
| 195 | |
| 196 | type: Literal["threads.update"] = "threads.update" |
| 197 | params: ThreadUpdateParams |
| 198 | |
| 199 | |
| 200 | class ThreadUpdateParams(BaseModel): |
| 201 | """Parameters for updating a thread's properties.""" |
| 202 | |
| 203 | thread_id: str |
| 204 | title: str |
| 205 | |
| 206 | |
| 207 | class ThreadsDeleteReq(BaseReq): |
| 208 | """Request to delete a thread.""" |
| 209 | |
| 210 | type: Literal["threads.delete"] = "threads.delete" |
| 211 | params: ThreadDeleteParams |
| 212 | |
| 213 | |
| 214 | class ThreadDeleteParams(BaseModel): |
| 215 | """Parameters identifying a thread to delete.""" |
| 216 | |
| 217 | thread_id: str |
| 218 | |
| 219 | |
| 220 | StreamingReq = ( |
| 221 | ThreadsCreateReq |
| 222 | | ThreadsAddUserMessageReq |
| 223 | | ThreadsAddClientToolOutputReq |
| 224 | | ThreadsRetryAfterItemReq |
| 225 | | ThreadsCustomActionReq |
| 226 | ) |
| 227 | """Union of request types that produce streaming responses.""" |
| 228 | |
| 229 | |
| 230 | NonStreamingReq = ( |
| 231 | ThreadsGetByIdReq |
| 232 | | ThreadsListReq |
| 233 | | ItemsListReq |
| 234 | | ItemsFeedbackReq |
| 235 | | AttachmentsCreateReq |
| 236 | | AttachmentsDeleteReq |
| 237 | | ThreadsUpdateReq |
| 238 | | ThreadsDeleteReq |
| 239 | ) |
| 240 | """Union of request types that yield immediate responses.""" |
| 241 | |
| 242 | |
| 243 | ChatKitReq = Annotated[ |
| 244 | StreamingReq | NonStreamingReq, |
| 245 | Field(discriminator="type"), |
| 246 | ] |
| 247 | |
| 248 | |
| 249 | def is_streaming_req(request: ChatKitReq) -> TypeIs[StreamingReq]: |
| 250 | """Return True if the given request should be processed as streaming.""" |
| 251 | return isinstance( |
| 252 | request, |
| 253 | ( |
| 254 | ThreadsCreateReq, |
| 255 | ThreadsAddUserMessageReq, |
| 256 | ThreadsRetryAfterItemReq, |
| 257 | ThreadsAddClientToolOutputReq, |
| 258 | ThreadsCustomActionReq, |
| 259 | ), |
| 260 | ) |
| 261 | |
| 262 | |
| 263 | ### THREAD STREAM EVENT TYPES |
| 264 | |
| 265 | |
| 266 | class ThreadCreatedEvent(BaseModel): |
| 267 | """Event emitted when a thread is created.""" |
| 268 | |
| 269 | type: Literal["thread.created"] = "thread.created" |
| 270 | thread: Thread |
| 271 | |
| 272 | |
| 273 | class ThreadUpdatedEvent(BaseModel): |
| 274 | """Event emitted when a thread is updated.""" |
| 275 | |
| 276 | type: Literal["thread.updated"] = "thread.updated" |
| 277 | thread: Thread |
| 278 | |
| 279 | |
| 280 | class ThreadItemAddedEvent(BaseModel): |
| 281 | """Event emitted when a new item is added to a thread.""" |
| 282 | |
| 283 | type: Literal["thread.item.added"] = "thread.item.added" |
| 284 | item: ThreadItem |
| 285 | |
| 286 | |
| 287 | class ThreadItemUpdated(BaseModel): |
| 288 | """Event describing an update to an existing thread item.""" |
| 289 | |
| 290 | type: Literal["thread.item.updated"] = "thread.item.updated" |
| 291 | item_id: str |
| 292 | update: ThreadItemUpdate |
| 293 | |
| 294 | |
| 295 | class ThreadItemDoneEvent(BaseModel): |
| 296 | """Event emitted when a thread item is marked complete.""" |
| 297 | |
| 298 | type: Literal["thread.item.done"] = "thread.item.done" |
| 299 | item: ThreadItem |
| 300 | |
| 301 | |
| 302 | class ThreadItemRemovedEvent(BaseModel): |
| 303 | """Event emitted when a thread item is removed.""" |
| 304 | |
| 305 | type: Literal["thread.item.removed"] = "thread.item.removed" |
| 306 | item_id: str |
| 307 | |
| 308 | |
| 309 | class ThreadItemReplacedEvent(BaseModel): |
| 310 | """Event emitted when a thread item is replaced.""" |
| 311 | |
| 312 | type: Literal["thread.item.replaced"] = "thread.item.replaced" |
| 313 | item: ThreadItem |
| 314 | |
| 315 | |
| 316 | class ProgressUpdateEvent(BaseModel): |
| 317 | """Event providing incremental progress from the assistant.""" |
| 318 | |
| 319 | type: Literal["progress_update"] = "progress_update" |
| 320 | icon: IconName | None = None |
| 321 | text: str |
| 322 | |
| 323 | |
| 324 | class ErrorEvent(BaseModel): |
| 325 | """Event indicating an error occurred while processing a thread.""" |
| 326 | |
| 327 | type: Literal["error"] = "error" |
| 328 | code: ErrorCode | Literal["custom"] = Field(default="custom") |
| 329 | message: str | None = None |
| 330 | allow_retry: bool = Field(default=False) |
| 331 | |
| 332 | |
| 333 | class NoticeEvent(BaseModel): |
| 334 | """Event conveying a user-facing notice.""" |
| 335 | |
| 336 | type: Literal["notice"] = "notice" |
| 337 | level: Literal["info", "warning", "danger"] |
| 338 | message: str |
| 339 | """ |
| 340 | Supports markdown e.g. "You've reached your limit of 100 messages. [Upgrade](https://...) to a paid plan." |
| 341 | """ |
| 342 | title: str | None = None |
| 343 | |
| 344 | |
| 345 | ThreadStreamEvent = Annotated[ |
| 346 | ThreadCreatedEvent |
| 347 | | ThreadUpdatedEvent |
| 348 | | ThreadItemDoneEvent |
| 349 | | ThreadItemAddedEvent |
| 350 | | ThreadItemUpdated |
| 351 | | ThreadItemRemovedEvent |
| 352 | | ThreadItemReplacedEvent |
| 353 | | ProgressUpdateEvent |
| 354 | | ErrorEvent |
| 355 | | NoticeEvent, |
| 356 | Field(discriminator="type"), |
| 357 | ] |
| 358 | """Union of all streaming events emitted to clients.""" |
| 359 | |
| 360 | ### THREAD ITEM UPDATE TYPES |
| 361 | |
| 362 | |
| 363 | class AssistantMessageContentPartAdded(BaseModel): |
| 364 | """Event emitted when new assistant content is appended.""" |
| 365 | |
| 366 | type: Literal["assistant_message.content_part.added"] = ( |
| 367 | "assistant_message.content_part.added" |
| 368 | ) |
| 369 | content_index: int |
| 370 | content: AssistantMessageContent |
| 371 | |
| 372 | |
| 373 | class AssistantMessageContentPartTextDelta(BaseModel): |
| 374 | """Event carrying incremental assistant text output.""" |
| 375 | |
| 376 | type: Literal["assistant_message.content_part.text_delta"] = ( |
| 377 | "assistant_message.content_part.text_delta" |
| 378 | ) |
| 379 | content_index: int |
| 380 | delta: str |
| 381 | |
| 382 | |
| 383 | class AssistantMessageContentPartAnnotationAdded(BaseModel): |
| 384 | """Event announcing a new annotation on assistant content.""" |
| 385 | |
| 386 | type: Literal["assistant_message.content_part.annotation_added"] = ( |
| 387 | "assistant_message.content_part.annotation_added" |
| 388 | ) |
| 389 | content_index: int |
| 390 | annotation_index: int |
| 391 | annotation: Annotation |
| 392 | |
| 393 | |
| 394 | class AssistantMessageContentPartDone(BaseModel): |
| 395 | """Event indicating an assistant content part is finalized.""" |
| 396 | |
| 397 | type: Literal["assistant_message.content_part.done"] = ( |
| 398 | "assistant_message.content_part.done" |
| 399 | ) |
| 400 | content_index: int |
| 401 | content: AssistantMessageContent |
| 402 | |
| 403 | |
| 404 | class WidgetStreamingTextValueDelta(BaseModel): |
| 405 | """Event streaming widget text deltas.""" |
| 406 | |
| 407 | type: Literal["widget.streaming_text.value_delta"] = ( |
| 408 | "widget.streaming_text.value_delta" |
| 409 | ) |
| 410 | component_id: str |
| 411 | delta: str |
| 412 | done: bool |
| 413 | |
| 414 | |
| 415 | class WidgetRootUpdated(BaseModel): |
| 416 | """Event published when the widget root changes.""" |
| 417 | |
| 418 | type: Literal["widget.root.updated"] = "widget.root.updated" |
| 419 | widget: WidgetRoot |
| 420 | |
| 421 | |
| 422 | class WidgetComponentUpdated(BaseModel): |
| 423 | """Event emitted when a widget component updates.""" |
| 424 | |
| 425 | type: Literal["widget.component.updated"] = "widget.component.updated" |
| 426 | component_id: str |
| 427 | component: WidgetComponent |
| 428 | |
| 429 | |
| 430 | class WorkflowTaskAdded(BaseModel): |
| 431 | """Event emitted when a workflow task is added.""" |
| 432 | |
| 433 | type: Literal["workflow.task.added"] = "workflow.task.added" |
| 434 | task_index: int |
| 435 | task: Task |
| 436 | |
| 437 | |
| 438 | class WorkflowTaskUpdated(BaseModel): |
| 439 | """Event emitted when a workflow task is updated.""" |
| 440 | |
| 441 | type: Literal["workflow.task.updated"] = "workflow.task.updated" |
| 442 | task_index: int |
| 443 | task: Task |
| 444 | |
| 445 | |
| 446 | ThreadItemUpdate = ( |
| 447 | AssistantMessageContentPartAdded |
| 448 | | AssistantMessageContentPartTextDelta |
| 449 | | AssistantMessageContentPartAnnotationAdded |
| 450 | | AssistantMessageContentPartDone |
| 451 | | WidgetStreamingTextValueDelta |
| 452 | | WidgetComponentUpdated |
| 453 | | WidgetRootUpdated |
| 454 | | WorkflowTaskAdded |
| 455 | | WorkflowTaskUpdated |
| 456 | ) |
| 457 | """Union of possible updates applied to thread items.""" |
| 458 | |
| 459 | |
| 460 | ### THREAD TYPES |
| 461 | |
| 462 | |
| 463 | class ThreadMetadata(BaseModel): |
| 464 | """Metadata describing a thread without its items.""" |
| 465 | |
| 466 | title: str | None = None |
| 467 | id: str |
| 468 | created_at: datetime |
| 469 | status: ThreadStatus = Field(default_factory=lambda: ActiveStatus()) |
| 470 | # TODO - make not client rendered |
| 471 | metadata: dict[str, Any] = Field(default_factory=dict) |
| 472 | |
| 473 | |
| 474 | class ActiveStatus(BaseModel): |
| 475 | """Status indicating the thread is active.""" |
| 476 | |
| 477 | type: Literal["active"] = Field(default="active", frozen=True) |
| 478 | |
| 479 | |
| 480 | class LockedStatus(BaseModel): |
| 481 | """Status indicating the thread is locked.""" |
| 482 | |
| 483 | type: Literal["locked"] = Field(default="locked", frozen=True) |
| 484 | reason: str | None = None |
| 485 | |
| 486 | |
| 487 | class ClosedStatus(BaseModel): |
| 488 | """Status indicating the thread is closed.""" |
| 489 | |
| 490 | type: Literal["closed"] = Field(default="closed", frozen=True) |
| 491 | reason: str | None = None |
| 492 | |
| 493 | |
| 494 | ThreadStatus = Annotated[ |
| 495 | ActiveStatus | LockedStatus | ClosedStatus, |
| 496 | Field(discriminator="type"), |
| 497 | ] |
| 498 | """Union of lifecycle states for a thread.""" |
| 499 | |
| 500 | |
| 501 | class Thread(ThreadMetadata): |
| 502 | """Thread with its paginated items.""" |
| 503 | |
| 504 | items: Page[ThreadItem] |
| 505 | |
| 506 | |
| 507 | ### THREAD ITEM TYPES |
| 508 | |
| 509 | |
| 510 | class ThreadItemBase(BaseModel): |
| 511 | """Base fields shared by all thread items.""" |
| 512 | |
| 513 | id: str |
| 514 | thread_id: str |
| 515 | created_at: datetime |
| 516 | |
| 517 | |
| 518 | class UserMessageItem(ThreadItemBase): |
| 519 | """Thread item representing a user message.""" |
| 520 | |
| 521 | type: Literal["user_message"] = "user_message" |
| 522 | content: list[UserMessageContent] |
| 523 | attachments: list[Attachment] = Field(default_factory=list) |
| 524 | quoted_text: str | None = None |
| 525 | inference_options: InferenceOptions |
| 526 | |
| 527 | |
| 528 | class AssistantMessageItem(ThreadItemBase): |
| 529 | """Thread item representing an assistant message.""" |
| 530 | |
| 531 | type: Literal["assistant_message"] = "assistant_message" |
| 532 | content: list[AssistantMessageContent] |
| 533 | |
| 534 | |
| 535 | class ClientToolCallItem(ThreadItemBase): |
| 536 | """Thread item capturing a client tool call.""" |
| 537 | |
| 538 | type: Literal["client_tool_call"] = "client_tool_call" |
| 539 | status: Literal["pending", "completed"] = "pending" |
| 540 | call_id: str |
| 541 | name: str |
| 542 | arguments: dict[str, Any] |
| 543 | output: Any | None = None |
| 544 | |
| 545 | |
| 546 | class WidgetItem(ThreadItemBase): |
| 547 | """Thread item containing widget content.""" |
| 548 | |
| 549 | type: Literal["widget"] = "widget" |
| 550 | widget: WidgetRoot |
| 551 | copy_text: str | None = None |
| 552 | |
| 553 | |
| 554 | class TaskItem(ThreadItemBase): |
| 555 | """Thread item containing a task.""" |
| 556 | |
| 557 | type: Literal["task"] = "task" |
| 558 | task: Task |
| 559 | |
| 560 | |
| 561 | class WorkflowItem(ThreadItemBase): |
| 562 | """Thread item representing a workflow.""" |
| 563 | |
| 564 | type: Literal["workflow"] = "workflow" |
| 565 | workflow: Workflow |
| 566 | |
| 567 | |
| 568 | class EndOfTurnItem(ThreadItemBase): |
| 569 | """Marker item indicating the assistant ends its turn.""" |
| 570 | |
| 571 | type: Literal["end_of_turn"] = "end_of_turn" |
| 572 | |
| 573 | |
| 574 | class HiddenContextItem(ThreadItemBase): |
| 575 | """HiddenContext is never sent to the client. It's not officially part of ChatKit. It is only used internally to store additional context in a specific place in the thread.""" |
| 576 | |
| 577 | type: Literal["hidden_context_item"] = "hidden_context_item" |
| 578 | content: Any |
| 579 | |
| 580 | |
| 581 | ThreadItem = Annotated[ |
| 582 | UserMessageItem |
| 583 | | AssistantMessageItem |
| 584 | | ClientToolCallItem |
| 585 | | WidgetItem |
| 586 | | WorkflowItem |
| 587 | | TaskItem |
| 588 | | HiddenContextItem |
| 589 | | EndOfTurnItem, |
| 590 | Field(discriminator="type"), |
| 591 | ] |
| 592 | """Union of all thread item variants.""" |
| 593 | |
| 594 | |
| 595 | ### ASSISTANT MESSAGE TYPES |
| 596 | |
| 597 | |
| 598 | class AssistantMessageContent(BaseModel): |
| 599 | """Assistant message content consisting of text and annotations.""" |
| 600 | |
| 601 | annotations: list[Annotation] = Field(default_factory=list) |
| 602 | text: str |
| 603 | type: Literal["output_text"] = "output_text" |
| 604 | |
| 605 | |
| 606 | class Annotation(BaseModel): |
| 607 | """Reference to supporting context attached to assistant output.""" |
| 608 | |
| 609 | type: Literal["annotation"] = "annotation" |
| 610 | source: URLSource | FileSource | EntitySource |
| 611 | index: int | None = None |
| 612 | |
| 613 | |
| 614 | ### USER MESSAGE TYPES |
| 615 | |
| 616 | |
| 617 | class UserMessageInput(BaseModel): |
| 618 | """Payload describing a user message submission.""" |
| 619 | |
| 620 | content: list[UserMessageContent] |
| 621 | attachments: list[str] |
| 622 | quoted_text: str | None = None |
| 623 | inference_options: InferenceOptions |
| 624 | |
| 625 | |
| 626 | class UserMessageTextContent(BaseModel): |
| 627 | """User message content containing plaintext.""" |
| 628 | |
| 629 | type: Literal["input_text"] = "input_text" |
| 630 | text: str |
| 631 | |
| 632 | |
| 633 | class UserMessageTagContent(BaseModel): |
| 634 | """User message content representing an interactive tag.""" |
| 635 | |
| 636 | type: Literal["input_tag"] = "input_tag" |
| 637 | id: str |
| 638 | text: str |
| 639 | data: dict[str, Any] |
| 640 | interactive: bool = False |
| 641 | |
| 642 | |
| 643 | UserMessageContent = Annotated[ |
| 644 | UserMessageTextContent | UserMessageTagContent, Field(discriminator="type") |
| 645 | ] |
| 646 | """Union of allowed user message content payloads.""" |
| 647 | |
| 648 | |
| 649 | class InferenceOptions(BaseModel): |
| 650 | """Model and tool configuration for message processing.""" |
| 651 | |
| 652 | tool_choice: ToolChoice | None = None |
| 653 | model: str | None = None |
| 654 | |
| 655 | |
| 656 | class ToolChoice(BaseModel): |
| 657 | """Explicit tool selection for the assistant to invoke.""" |
| 658 | |
| 659 | id: str |
| 660 | |
| 661 | |
| 662 | class AttachmentBase(BaseModel): |
| 663 | """Base metadata shared by all attachments.""" |
| 664 | |
| 665 | id: str |
| 666 | name: str |
| 667 | mime_type: str |
| 668 | upload_url: AnyUrl | None = None |
| 669 | """ |
| 670 | The URL to upload the file, used for two-phase upload. |
| 671 | Should be set to None after upload is complete or when using direct upload where uploading happens when creating the attachment object. |
| 672 | """ |
| 673 | |
| 674 | |
| 675 | class FileAttachment(AttachmentBase): |
| 676 | """Attachment representing a generic file.""" |
| 677 | |
| 678 | type: Literal["file"] = "file" |
| 679 | |
| 680 | |
| 681 | class ImageAttachment(AttachmentBase): |
| 682 | """Attachment representing an image resource.""" |
| 683 | |
| 684 | type: Literal["image"] = "image" |
| 685 | preview_url: AnyUrl |
| 686 | |
| 687 | |
| 688 | Attachment = Annotated[ |
| 689 | FileAttachment | ImageAttachment, |
| 690 | Field(discriminator="type"), |
| 691 | ] |
| 692 | """Union of supported attachment types.""" |
| 693 | |
| 694 | |
| 695 | ### WORKFLOW TYPES |
| 696 | |
| 697 | |
| 698 | class Workflow(BaseModel): |
| 699 | """Workflow attached to a thread with optional summary.""" |
| 700 | |
| 701 | type: Literal["custom", "reasoning"] |
| 702 | tasks: list[Task] |
| 703 | summary: WorkflowSummary | None = None |
| 704 | expanded: bool = False |
| 705 | |
| 706 | |
| 707 | class CustomSummary(BaseModel): |
| 708 | """Custom summary for a workflow.""" |
| 709 | |
| 710 | title: str |
| 711 | icon: IconName | None = None |
| 712 | |
| 713 | |
| 714 | class DurationSummary(BaseModel): |
| 715 | """Summary providing total workflow duration.""" |
| 716 | |
| 717 | duration: int |
| 718 | """The duration of the workflow in seconds""" |
| 719 | |
| 720 | |
| 721 | WorkflowSummary = CustomSummary | DurationSummary |
| 722 | """Summary variants available for workflows.""" |
| 723 | |
| 724 | ### TASK TYPES |
| 725 | |
| 726 | |
| 727 | class BaseTask(BaseModel): |
| 728 | """Base fields common to all workflow tasks.""" |
| 729 | |
| 730 | status_indicator: Literal["none", "loading", "complete"] = "none" |
| 731 | """Only used when rendering the task as part of a workflow. Indicates the status of the task.""" |
| 732 | |
| 733 | |
| 734 | class CustomTask(BaseTask): |
| 735 | """Workflow task displaying custom content.""" |
| 736 | |
| 737 | type: Literal["custom"] = "custom" |
| 738 | title: str | None = None |
| 739 | icon: IconName | None = None |
| 740 | content: str | None = None |
| 741 | |
| 742 | |
| 743 | class SearchTask(BaseTask): |
| 744 | """Workflow task representing a web search.""" |
| 745 | |
| 746 | type: Literal["web_search"] = "web_search" |
| 747 | title: str | None = None |
| 748 | title_query: str | None = None |
| 749 | queries: list[str] = Field(default_factory=list) |
| 750 | sources: list[URLSource] = Field(default_factory=list) |
| 751 | |
| 752 | |
| 753 | class ThoughtTask(BaseTask): |
| 754 | """Workflow task capturing assistant reasoning.""" |
| 755 | |
| 756 | type: Literal["thought"] = "thought" |
| 757 | title: str | None = None |
| 758 | content: str |
| 759 | |
| 760 | |
| 761 | class FileTask(BaseTask): |
| 762 | """Workflow task referencing file sources.""" |
| 763 | |
| 764 | type: Literal["file"] = "file" |
| 765 | title: str | None = None |
| 766 | sources: list[FileSource] = Field(default_factory=list) |
| 767 | |
| 768 | |
| 769 | class ImageTask(BaseTask): |
| 770 | """Workflow task rendering image content.""" |
| 771 | |
| 772 | type: Literal["image"] = "image" |
| 773 | title: str | None = None |
| 774 | |
| 775 | |
| 776 | Task = Annotated[ |
| 777 | CustomTask | SearchTask | ThoughtTask | FileTask | ImageTask, |
| 778 | Field(discriminator="type"), |
| 779 | ] |
| 780 | """Union of workflow task variants.""" |
| 781 | |
| 782 | |
| 783 | ### SOURCE TYPES |
| 784 | |
| 785 | |
| 786 | class SourceBase(BaseModel): |
| 787 | """Base class for sources displayed to users.""" |
| 788 | |
| 789 | title: str |
| 790 | description: str | None = None |
| 791 | timestamp: str | None = None |
| 792 | group: str | None = None |
| 793 | |
| 794 | |
| 795 | class FileSource(SourceBase): |
| 796 | """Source metadata for file-based references.""" |
| 797 | |
| 798 | type: Literal["file"] = "file" |
| 799 | filename: str |
| 800 | |
| 801 | |
| 802 | class URLSource(SourceBase): |
| 803 | """Source metadata for external URLs.""" |
| 804 | |
| 805 | type: Literal["url"] = "url" |
| 806 | url: str |
| 807 | attribution: str | None = None |
| 808 | |
| 809 | |
| 810 | class EntitySource(SourceBase): |
| 811 | """Source metadata for entity references.""" |
| 812 | |
| 813 | type: Literal["entity"] = "entity" |
| 814 | id: str |
| 815 | icon: IconName | None = None |
| 816 | preview: Literal["lazy"] | None = None |
| 817 | data: dict[str, Any] = Field(default_factory=dict) |
| 818 | |
| 819 | |
| 820 | Source = Annotated[ |
| 821 | URLSource | FileSource | EntitySource, |
| 822 | Field(discriminator="type"), |
| 823 | ] |
| 824 | """Union of supported source types.""" |
| 825 | |
| 826 | |
| 827 | ### MISC TYPES |
| 828 | |
| 829 | |
| 830 | FeedbackKind = Literal["positive", "negative"] |
| 831 | """Literal type for feedback sentiment.""" |
| 832 | |