From 99786f2970a4df65be9710c3f5aefe22fb32668f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Micha=C5=82=20Krassowski?= <5832902+krassowski@users.noreply.github.com> Date: Fri, 19 Jan 2024 22:59:00 +0000 Subject: [PATCH] Inline completion support (#582) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Inline code completions (#465) * Draft inline completions implementation (server side) * Implement inline completion provider (front) * Add default debounce delay and error handling (front) * Add `gpt-3.5-turbo-instruct` because text- models are deprecated. OpenAI specifically recommends using `gpt-3.5-turbo-instruct` in favour of text-davinci, text-ada, etc. See: https://platform.openai.com/docs/deprecations/ * Improve/fix prompt template and add simple post-processing * Handle missing `registerInlineProvider`, handle no model in name * Remove IPython mention to avoid confusing languages * Disable suggestions in markdown, move language logic * Remove unused background and clip path from jupyternaut * Implement toggling the AI completer via statusbar item also adds the icon for provider re-using jupyternaut icon * Implement streaming support * Translate ipython to python for models, remove log * Move `BaseLLMHandler` to `/completions` rename to `LLMHandlerMixin` * Move frontend completions code to `/completions` * Make `IStatusBar` required for now, lint * Simplify inline completion backend (#553) * do not import from pydantic directly * refactor inline completion backend * Autocomplete frontend fixes (#583) * remove duplicate definition of inline completion provider * rename completion variables, plugins, token to be more accurate * abbreviate JupyterAIInlineProvider => JaiInlineProvider * bump @jupyterlab/completer and typescript * WIP: fix Jupyter AI completion settings * Fix issues with settings population * read from settings directly instead of using a cache * disable Jupyter AI completion by default * improve completion plugin menu items * revert unnecessary edits to package manifest * Update packages/jupyter-ai/src/components/statusbar-item.tsx Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com> * tweak wording --------- Co-authored-by: krassowski <5832902+krassowski@users.noreply.github.com> --------- Co-authored-by: David L. Qiu --- package.json | 4 +- .../jupyter_ai_magics/providers.py | 1 + .../jupyter_ai/completions/__init__.py | 0 .../completions/handlers/__init__.py | 4 + .../jupyter_ai/completions/handlers/base.py | 169 ++ .../completions/handlers/default.py | 192 ++ .../completions/handlers/llm_mixin.py | 69 + .../jupyter_ai/completions/models.py | 71 + packages/jupyter-ai/jupyter_ai/extension.py | 13 +- packages/jupyter-ai/jupyter_ai/handlers.py | 1 + packages/jupyter-ai/package.json | 6 +- .../jupyter-ai/src/completions/handler.ts | 149 + packages/jupyter-ai/src/completions/index.ts | 1 + packages/jupyter-ai/src/completions/plugin.ts | 190 ++ .../jupyter-ai/src/completions/provider.ts | 288 ++ packages/jupyter-ai/src/completions/types.ts | 61 + .../src/components/statusbar-item.tsx | 99 + packages/jupyter-ai/src/index.ts | 4 +- packages/jupyter-ai/src/selection-watcher.ts | 4 +- packages/jupyter-ai/src/status.ts | 32 + packages/jupyter-ai/src/tokens.ts | 14 + .../jupyter-ai/style/icons/jupyternaut.svg | 8 +- yarn.lock | 2453 ++++++++--------- 23 files changed, 2460 insertions(+), 1373 deletions(-) create mode 100644 packages/jupyter-ai/jupyter_ai/completions/__init__.py create mode 100644 packages/jupyter-ai/jupyter_ai/completions/handlers/__init__.py create mode 100644 packages/jupyter-ai/jupyter_ai/completions/handlers/base.py create mode 100644 packages/jupyter-ai/jupyter_ai/completions/handlers/default.py create mode 100644 packages/jupyter-ai/jupyter_ai/completions/handlers/llm_mixin.py create mode 100644 packages/jupyter-ai/jupyter_ai/completions/models.py create mode 100644 packages/jupyter-ai/src/completions/handler.ts create mode 100644 packages/jupyter-ai/src/completions/index.ts create mode 100644 packages/jupyter-ai/src/completions/plugin.ts create mode 100644 packages/jupyter-ai/src/completions/provider.ts create mode 100644 packages/jupyter-ai/src/completions/types.ts create mode 100644 packages/jupyter-ai/src/components/statusbar-item.tsx create mode 100644 packages/jupyter-ai/src/status.ts create mode 100644 packages/jupyter-ai/src/tokens.ts diff --git a/package.json b/package.json index 3ad09f33d..b7641b4e6 100644 --- a/package.json +++ b/package.json @@ -38,10 +38,12 @@ "test": "lerna run test" }, "devDependencies": { - "@jupyterlab/builder": "^4", "lerna": "^6.4.1", "nx": "^15.9.2" }, + "resolutions": { + "@jupyterlab/completer": "4.1.0-beta.0" + }, "nx": { "includedScripts": [] } diff --git a/packages/jupyter-ai-magics/jupyter_ai_magics/providers.py b/packages/jupyter-ai-magics/jupyter_ai_magics/providers.py index 7cd2c9c82..21e766c3b 100644 --- a/packages/jupyter-ai-magics/jupyter_ai_magics/providers.py +++ b/packages/jupyter-ai-magics/jupyter_ai_magics/providers.py @@ -542,6 +542,7 @@ class OpenAIProvider(BaseProvider, OpenAI): "text-curie-001", "text-babbage-001", "text-ada-001", + "gpt-3.5-turbo-instruct", "davinci", "curie", "babbage", diff --git a/packages/jupyter-ai/jupyter_ai/completions/__init__.py b/packages/jupyter-ai/jupyter_ai/completions/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/packages/jupyter-ai/jupyter_ai/completions/handlers/__init__.py b/packages/jupyter-ai/jupyter_ai/completions/handlers/__init__.py new file mode 100644 index 000000000..f0d412a94 --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/completions/handlers/__init__.py @@ -0,0 +1,4 @@ +from .base import BaseInlineCompletionHandler +from .default import DefaultInlineCompletionHandler + +__all__ = ["BaseInlineCompletionHandler", "DefaultInlineCompletionHandler"] diff --git a/packages/jupyter-ai/jupyter_ai/completions/handlers/base.py b/packages/jupyter-ai/jupyter_ai/completions/handlers/base.py new file mode 100644 index 000000000..5d8f3484c --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/completions/handlers/base.py @@ -0,0 +1,169 @@ +import json +import time +import traceback +from asyncio import AbstractEventLoop +from typing import Any, AsyncIterator, Dict, Union + +import tornado +from jupyter_ai.completions.handlers.llm_mixin import LLMHandlerMixin +from jupyter_ai.completions.models import ( + CompletionError, + InlineCompletionList, + InlineCompletionReply, + InlineCompletionRequest, + InlineCompletionStreamChunk, +) +from jupyter_server.base.handlers import JupyterHandler +from langchain.pydantic_v1 import BaseModel, ValidationError + + +class BaseInlineCompletionHandler( + LLMHandlerMixin, JupyterHandler, tornado.websocket.WebSocketHandler +): + """A Tornado WebSocket handler that receives inline completion requests and + fulfills them accordingly. This class is instantiated once per WebSocket + connection.""" + + ## + # Interface for subclasses + ## + async def handle_request( + self, message: InlineCompletionRequest + ) -> InlineCompletionReply: + """ + Handles an inline completion request, without streaming. Subclasses + must define this method and write a reply via `self.write_message()`. + + The method definition does not need to be wrapped in a try/except block. + """ + raise NotImplementedError( + "The required method `self.handle_request()` is not defined by this subclass." + ) + + async def handle_stream_request( + self, message: InlineCompletionRequest + ) -> AsyncIterator[InlineCompletionStreamChunk]: + """ + Handles an inline completion request, **with streaming**. + Implementations may optionally define this method. Implementations that + do so should stream replies via successive calls to + `self.write_message()`. + + The method definition does not need to be wrapped in a try/except block. + """ + raise NotImplementedError( + "The optional method `self.handle_stream_request()` is not defined by this subclass." + ) + + ## + # Definition of base class + ## + handler_kind = "completion" + + @property + def loop(self) -> AbstractEventLoop: + return self.settings["jai_event_loop"] + + def write_message(self, message: Union[bytes, str, Dict[str, Any], BaseModel]): + """ + Write a bytes, string, dict, or Pydantic model object to the WebSocket + connection. The base definition of this method is provided by Tornado. + """ + if isinstance(message, BaseModel): + message = message.dict() + + super().write_message(message) + + def initialize(self): + self.log.debug("Initializing websocket connection %s", self.request.path) + + def pre_get(self): + """Handles authentication/authorization.""" + # authenticate the request before opening the websocket + user = self.current_user + if user is None: + self.log.warning("Couldn't authenticate WebSocket connection") + raise tornado.web.HTTPError(403) + + # authorize the user. + if not self.authorizer.is_authorized(self, user, "execute", "events"): + raise tornado.web.HTTPError(403) + + async def get(self, *args, **kwargs): + """Get an event socket.""" + self.pre_get() + res = super().get(*args, **kwargs) + await res + + async def on_message(self, message): + """Public Tornado method that is called when the client sends a message + over this connection. This should **not** be overriden by subclasses.""" + + # first, verify that the message is an `InlineCompletionRequest`. + self.log.debug("Message received: %s", message) + try: + message = json.loads(message) + request = InlineCompletionRequest(**message) + except ValidationError as e: + self.log.error(e) + return + + # next, dispatch the request to the correct handler and create the + # `handle_request` coroutine object + handle_request = None + if request.stream: + try: + handle_request = self._handle_stream_request(request) + except NotImplementedError: + self.log.error( + "Unable to handle stream request. The current `InlineCompletionHandler` does not implement the `handle_stream_request()` method." + ) + return + + else: + handle_request = self._handle_request(request) + + # finally, wrap `handle_request` in an exception handler, and start the + # task on the event loop. + async def handle_request_and_catch(): + try: + await handle_request + except Exception as e: + await self.handle_exc(e, request) + + self.loop.create_task(handle_request_and_catch()) + + async def handle_exc(self, e: Exception, request: InlineCompletionRequest): + """ + Handles an exception raised in either `handle_request()` or + `handle_stream_request()`. This base class provides a default + implementation, which may be overriden by subclasses. + """ + error = CompletionError( + type=e.__class__.__name__, + title=e.args[0] if e.args else "Exception", + traceback=traceback.format_exc(), + ) + self.write_message( + InlineCompletionReply( + list=InlineCompletionList(items=[]), + error=error, + reply_to=request.number, + ) + ) + + async def _handle_request(self, request: InlineCompletionRequest): + """Private wrapper around `self.handle_request()`.""" + start = time.time() + await self.handle_request(request) + latency_ms = round((time.time() - start) * 1000) + self.log.info(f"Inline completion handler resolved in {latency_ms} ms.") + + async def _handle_stream_request(self, request: InlineCompletionRequest): + """Private wrapper around `self.handle_stream_request()`.""" + start = time.time() + await self._handle_stream_request(request) + async for chunk in self.stream(request): + self.write_message(chunk.dict()) + latency_ms = round((time.time() - start) * 1000) + self.log.info(f"Inline completion streaming completed in {latency_ms} ms.") diff --git a/packages/jupyter-ai/jupyter_ai/completions/handlers/default.py b/packages/jupyter-ai/jupyter_ai/completions/handlers/default.py new file mode 100644 index 000000000..1bf0921e5 --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/completions/handlers/default.py @@ -0,0 +1,192 @@ +from typing import Dict, Type + +from jupyter_ai_magics.providers import BaseProvider +from langchain.prompts import ( + ChatPromptTemplate, + HumanMessagePromptTemplate, + PromptTemplate, + SystemMessagePromptTemplate, +) +from langchain.schema.output_parser import StrOutputParser +from langchain.schema.runnable import Runnable + +from ..models import ( + InlineCompletionList, + InlineCompletionReply, + InlineCompletionRequest, + InlineCompletionStreamChunk, +) +from .base import BaseInlineCompletionHandler + +SYSTEM_PROMPT = """ +You are an application built to provide helpful code completion suggestions. +You should only produce code. Keep comments to minimum, use the +programming language comment syntax. Produce clean code. +The code is written in JupyterLab, a data analysis and code development +environment which can execute code extended with additional syntax for +interactive features, such as magics. +""".strip() + +AFTER_TEMPLATE = """ +The code after the completion request is: + +``` +{suffix} +``` +""".strip() + +DEFAULT_TEMPLATE = """ +The document is called `{filename}` and written in {language}. +{after} + +Complete the following code: + +``` +{prefix}""" + + +class DefaultInlineCompletionHandler(BaseInlineCompletionHandler): + llm_chain: Runnable + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + + def create_llm_chain( + self, provider: Type[BaseProvider], provider_params: Dict[str, str] + ): + model_parameters = self.get_model_parameters(provider, provider_params) + llm = provider(**provider_params, **model_parameters) + + if llm.is_chat_provider: + prompt_template = ChatPromptTemplate.from_messages( + [ + SystemMessagePromptTemplate.from_template(SYSTEM_PROMPT), + HumanMessagePromptTemplate.from_template(DEFAULT_TEMPLATE), + ] + ) + else: + prompt_template = PromptTemplate( + input_variables=["prefix", "suffix", "language", "filename"], + template=SYSTEM_PROMPT + "\n\n" + DEFAULT_TEMPLATE, + ) + + self.llm = llm + self.llm_chain = prompt_template | llm | StrOutputParser() + + async def handle_request( + self, request: InlineCompletionRequest + ) -> InlineCompletionReply: + """Handles an inline completion request without streaming.""" + self.get_llm_chain() + model_arguments = self._template_inputs_from_request(request) + suggestion = await self.llm_chain.ainvoke(input=model_arguments) + suggestion = self._post_process_suggestion(suggestion, request) + self.write_message( + InlineCompletionReply( + list=InlineCompletionList(items=[{"insertText": suggestion}]), + reply_to=request.number, + ) + ) + + def _write_incomplete_reply(self, request: InlineCompletionRequest): + """Writes an incomplete `InlineCompletionReply`, indicating to the + client that LLM output is about to streamed across this connection. + Should be called first in `self.handle_stream_request()`.""" + + token = self._token_from_request(request, 0) + reply = InlineCompletionReply( + list=InlineCompletionList( + items=[ + { + # insert text starts empty as we do not pre-generate any part + "insertText": "", + "isIncomplete": True, + "token": token, + } + ] + ), + reply_to=request.number, + ) + self.write_message(reply) + + async def handle_stream_request(self, request: InlineCompletionRequest): + # first, send empty initial reply. + self._write_incomplete_reply() + + # then, generate and stream LLM output over this connection. + self.get_llm_chain() + token = self._token_from_request(request, 0) + model_arguments = self._template_inputs_from_request(request) + suggestion = "" + + async for fragment in self.llm_chain.astream(input=model_arguments): + suggestion += fragment + if suggestion.startswith("```"): + if "\n" not in suggestion: + # we are not ready to apply post-processing + continue + else: + suggestion = self._post_process_suggestion(suggestion, request) + self.write_message( + InlineCompletionStreamChunk( + type="stream", + response={"insertText": suggestion, "token": token}, + reply_to=request.number, + done=False, + ) + ) + + # finally, send a message confirming that we are done + self.write_message( + InlineCompletionStreamChunk( + type="stream", + response={"insertText": suggestion, "token": token}, + reply_to=request.number, + done=True, + ) + ) + + def _token_from_request(self, request: InlineCompletionRequest, suggestion: int): + """Generate a deterministic token (for matching streamed messages) + using request number and suggestion number""" + return f"t{request.number}s{suggestion}" + + def _template_inputs_from_request(self, request: InlineCompletionRequest) -> Dict: + suffix = request.suffix.strip() + # only add the suffix template if the suffix is there to save input tokens/computation time + after = AFTER_TEMPLATE.format(suffix=suffix) if suffix else "" + filename = request.path.split("/")[-1] if request.path else "untitled" + + return { + "prefix": request.prefix, + "after": after, + "language": request.language, + "filename": filename, + "stop": ["\n```"], + } + + def _post_process_suggestion( + self, suggestion: str, request: InlineCompletionRequest + ) -> str: + """Remove spurious fragments from the suggestion. + + While most models (especially instruct and infill models do not require + any pre-processing, some models such as gpt-4 which only have chat APIs + may require removing spurious fragments. This function uses heuristics + and request data to remove such fragments. + """ + # gpt-4 tends to add "```python" or similar + language = request.language or "python" + markdown_identifiers = {"ipython": ["ipython", "python", "py"]} + bad_openings = [ + f"```{identifier}" + for identifier in markdown_identifiers.get(language, [language]) + ] + ["```"] + for opening in bad_openings: + if suggestion.startswith(opening): + suggestion = suggestion[len(opening) :].lstrip() + # check for the prefix inclusion (only if there was a bad opening) + if suggestion.startswith(request.prefix): + suggestion = suggestion[len(request.prefix) :] + break + return suggestion diff --git a/packages/jupyter-ai/jupyter_ai/completions/handlers/llm_mixin.py b/packages/jupyter-ai/jupyter_ai/completions/handlers/llm_mixin.py new file mode 100644 index 000000000..da8765b39 --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/completions/handlers/llm_mixin.py @@ -0,0 +1,69 @@ +from typing import Any, Dict, Type + +from jupyter_ai.config_manager import ConfigManager +from jupyter_ai_magics.providers import BaseProvider + + +class LLMHandlerMixin: + """Base class containing shared methods and attributes used by LLM handler classes.""" + + # This could be used to derive `BaseChatHandler` too (there is a lot of duplication!), + # but it was decided against it to avoid introducing conflicts for backports against 1.x + + handler_kind: str + + @property + def config_manager(self) -> ConfigManager: + return self.settings["jai_config_manager"] + + @property + def model_parameters(self) -> Dict[str, Dict[str, Any]]: + return self.settings["model_parameters"] + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.llm = None + self.llm_params = None + self.llm_chain = None + + def get_llm_chain(self): + lm_provider = self.config_manager.lm_provider + lm_provider_params = self.config_manager.lm_provider_params + + curr_lm_id = ( + f'{self.llm.id}:{lm_provider_params["model_id"]}' if self.llm else None + ) + next_lm_id = ( + f'{lm_provider.id}:{lm_provider_params["model_id"]}' + if lm_provider + else None + ) + + if not lm_provider or not lm_provider_params: + return None + + if curr_lm_id != next_lm_id: + self.log.info( + f"Switching {self.handler_kind} language model from {curr_lm_id} to {next_lm_id}." + ) + self.create_llm_chain(lm_provider, lm_provider_params) + elif self.llm_params != lm_provider_params: + self.log.info( + f"{self.handler_kind} model params changed, updating the llm chain." + ) + self.create_llm_chain(lm_provider, lm_provider_params) + + self.llm_params = lm_provider_params + return self.llm_chain + + def get_model_parameters( + self, provider: Type[BaseProvider], provider_params: Dict[str, str] + ): + return self.model_parameters.get( + f"{provider.id}:{provider_params['model_id']}", {} + ) + + def create_llm_chain( + self, provider: Type[BaseProvider], provider_params: Dict[str, str] + ): + raise NotImplementedError("Should be implemented by subclasses") diff --git a/packages/jupyter-ai/jupyter_ai/completions/models.py b/packages/jupyter-ai/jupyter_ai/completions/models.py new file mode 100644 index 000000000..507365408 --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/completions/models.py @@ -0,0 +1,71 @@ +from typing import List, Literal, Optional + +from langchain.pydantic_v1 import BaseModel + + +class InlineCompletionRequest(BaseModel): + """Message send by client to request inline completions. + + Prefix/suffix implementation is used to avoid the need for synchronising + the notebook state at every key press (subject to change in future).""" + + # unique message ID generated by the client used to identify replies and + # to easily discard replies for older requests + number: int + # prefix should include full text of the current cell preceding the cursor + prefix: str + # suffix should include full text of the current cell preceding the cursor + suffix: str + # media type for the current language, e.g. `text/x-python` + mime: str + # whether to stream the response (if supported by the model) + stream: bool + # path to the notebook of file for which the completions are generated + path: Optional[str] + # language inferred from the document mime type (if possible) + language: Optional[str] + # identifier of the cell for which the completions are generated if in a notebook + # previous cells and following cells can be used to learn the wider context + cell_id: Optional[str] + + +class InlineCompletionItem(BaseModel): + """The inline completion suggestion to be displayed on the frontend. + + See JuptyerLab `InlineCompletionItem` documentation for the details. + """ + + insertText: str + filterText: Optional[str] + isIncomplete: Optional[bool] + token: Optional[str] + + +class CompletionError(BaseModel): + type: str + traceback: str + + +class InlineCompletionList(BaseModel): + """Reflection of JupyterLab's `IInlineCompletionList`.""" + + items: List[InlineCompletionItem] + + +class InlineCompletionReply(BaseModel): + """Message sent from model to client with the infill suggestions""" + + list: InlineCompletionList + # number of request for which we are replying + reply_to: int + error: Optional[CompletionError] + + +class InlineCompletionStreamChunk(BaseModel): + """Message sent from model to client with the infill suggestions""" + + type: Literal["stream"] = "stream" + response: InlineCompletionItem + reply_to: int + done: bool + error: Optional[CompletionError] diff --git a/packages/jupyter-ai/jupyter_ai/extension.py b/packages/jupyter-ai/jupyter_ai/extension.py index a9385801a..e3958fc7b 100644 --- a/packages/jupyter-ai/jupyter_ai/extension.py +++ b/packages/jupyter-ai/jupyter_ai/extension.py @@ -18,6 +18,7 @@ LearnChatHandler, ) from .chat_handlers.help import HelpMessage +from .completions.handlers import DefaultInlineCompletionHandler from .config_manager import ConfigManager from .handlers import ( ApiKeysHandler, @@ -38,6 +39,7 @@ class AiExtension(ExtensionApp): (r"api/ai/chats/history?", ChatHistoryHandler), (r"api/ai/providers?", ModelProviderHandler), (r"api/ai/providers/embeddings?", EmbeddingsModelProviderHandler), + (r"api/ai/completion/inline/?", DefaultInlineCompletionHandler), ] allowed_providers = List( @@ -169,12 +171,17 @@ def initialize_settings(self): self.settings["dask_client_future"] = loop.create_task(self._get_dask_client()) eps = entry_points() - # initialize chat handlers - chat_handler_eps = eps.select(group="jupyter_ai.chat_handlers") - chat_handler_kwargs = { + common_handler_kargs = { "log": self.log, "config_manager": self.settings["jai_config_manager"], + "model_parameters": self.settings["model_parameters"], + } + + # initialize chat handlers + chat_handler_eps = eps.select(group="jupyter_ai.chat_handlers") + chat_handler_kwargs = { + **common_handler_kargs, "root_chat_handlers": self.settings["jai_root_chat_handlers"], "chat_history": self.settings["chat_history"], "root_dir": self.serverapp.root_dir, diff --git a/packages/jupyter-ai/jupyter_ai/handlers.py b/packages/jupyter-ai/jupyter_ai/handlers.py index 4707c68dc..0f02e8a6c 100644 --- a/packages/jupyter-ai/jupyter_ai/handlers.py +++ b/packages/jupyter-ai/jupyter_ai/handlers.py @@ -15,6 +15,7 @@ from tornado import web, websocket from tornado.web import HTTPError +from .completions.models import InlineCompletionRequest from .models import ( AgentChatMessage, ChatClient, diff --git a/packages/jupyter-ai/package.json b/packages/jupyter-ai/package.json index 504b7281a..4f4ae3b07 100644 --- a/packages/jupyter-ai/package.json +++ b/packages/jupyter-ai/package.json @@ -63,13 +63,17 @@ "@emotion/styled": "^11.10.5", "@jupyter/collaboration": "^1", "@jupyterlab/application": "^4", + "@jupyterlab/apputils": "^4", "@jupyterlab/cells": "^4", "@jupyterlab/codeeditor": "^4", "@jupyterlab/codemirror": "^4", + "@jupyterlab/completer": "^4", "@jupyterlab/coreutils": "^6", + "@jupyterlab/docregistry": "^4", "@jupyterlab/fileeditor": "^4", "@jupyterlab/notebook": "^4", "@jupyterlab/services": "^7", + "@jupyterlab/settingregistry": "^4", "@jupyterlab/ui-components": "^4", "@mui/icons-material": "^5.11.0", "@mui/material": "^5.11.0", @@ -103,7 +107,7 @@ "stylelint-config-standard": "~24.0.0", "stylelint-prettier": "^2.0.0", "ts-jest": "^29", - "typescript": "~4.3.0", + "typescript": "~4.9.0", "y-protocols": "^1.0.5" }, "sideEffects": [ diff --git a/packages/jupyter-ai/src/completions/handler.ts b/packages/jupyter-ai/src/completions/handler.ts new file mode 100644 index 000000000..6d9d4dbdd --- /dev/null +++ b/packages/jupyter-ai/src/completions/handler.ts @@ -0,0 +1,149 @@ +import { IDisposable } from '@lumino/disposable'; +import { PromiseDelegate } from '@lumino/coreutils'; +import { ServerConnection } from '@jupyterlab/services'; +import { URLExt } from '@jupyterlab/coreutils'; +import { AiCompleterService as AiService } from './types'; +import { Signal, ISignal } from '@lumino/signaling'; + +const SERVICE_URL = 'api/ai/completion/inline'; + +type StreamChunk = AiService.InlineCompletionStreamChunk; + +export class CompletionWebsocketHandler implements IDisposable { + /** + * The server settings used to make API requests. + */ + readonly serverSettings: ServerConnection.ISettings; + + /** + * Create a new completion handler. + */ + constructor(options: AiService.IOptions = {}) { + this.serverSettings = + options.serverSettings ?? ServerConnection.makeSettings(); + } + + /** + * Initializes the WebSocket connection to the completion backend. Promise is + * resolved when server acknowledges connection and sends the client ID. This + * must be awaited before calling any other method. + */ + public async initialize(): Promise { + await this._initialize(); + } + + /** + * Sends a message across the WebSocket. Promise resolves to the message ID + * when the server sends the same message back, acknowledging receipt. + */ + public sendMessage( + message: AiService.InlineCompletionRequest + ): Promise { + return new Promise(resolve => { + this._socket?.send(JSON.stringify(message)); + this._replyForResolver[message.number] = resolve; + }); + } + + /** + * Signal emitted when a new chunk of completion is streamed. + */ + get streamed(): ISignal { + return this._streamed; + } + + /** + * Whether the completion handler is disposed. + */ + get isDisposed(): boolean { + return this._isDisposed; + } + + /** + * Dispose the completion handler. + */ + dispose(): void { + if (this.isDisposed) { + return; + } + this._isDisposed = true; + + // Clean up socket. + const socket = this._socket; + if (socket) { + this._socket = null; + socket.onopen = () => undefined; + socket.onerror = () => undefined; + socket.onmessage = () => undefined; + socket.onclose = () => undefined; + socket.close(); + } + } + + private _onMessage(message: AiService.CompleterMessage): void { + switch (message.type) { + case 'connection': { + this._initialized.resolve(); + break; + } + case 'stream': { + this._streamed.emit(message); + break; + } + default: { + if (message.reply_to in this._replyForResolver) { + this._replyForResolver[message.reply_to](message); + delete this._replyForResolver[message.reply_to]; + } else { + console.warn('Unhandled message', message); + } + break; + } + } + } + + /** + * Dictionary mapping message IDs to Promise resolvers. + */ + private _replyForResolver: Record< + number, + (value: AiService.InlineCompletionReply) => void + > = {}; + + private _onClose(e: CloseEvent, reject: any) { + reject(new Error('Inline completion websocket disconnected')); + console.error('Inline completion websocket disconnected'); + // only attempt re-connect if there was an abnormal closure + // WebSocket status codes defined in RFC 6455: https://www.rfc-editor.org/rfc/rfc6455.html#section-7.4.1 + if (e.code === 1006) { + const delaySeconds = 1; + console.info(`Will try to reconnect in ${delaySeconds} s.`); + setTimeout(async () => await this._initialize(), delaySeconds * 1000); + } + } + + private async _initialize(): Promise { + if (this.isDisposed) { + return; + } + const promise = new PromiseDelegate(); + this._initialized = promise; + console.log( + 'Creating a new websocket connection for inline completions...' + ); + const { token, WebSocket, wsUrl } = this.serverSettings; + const url = + URLExt.join(wsUrl, SERVICE_URL) + + (token ? `?token=${encodeURIComponent(token)}` : ''); + + const socket = (this._socket = new WebSocket(url)); + socket.onclose = e => this._onClose(e, promise.reject); + socket.onerror = e => promise.reject(e); + socket.onmessage = msg => msg.data && this._onMessage(JSON.parse(msg.data)); + } + + private _isDisposed = false; + private _socket: WebSocket | null = null; + private _streamed = new Signal(this); + private _initialized: PromiseDelegate = new PromiseDelegate(); +} diff --git a/packages/jupyter-ai/src/completions/index.ts b/packages/jupyter-ai/src/completions/index.ts new file mode 100644 index 000000000..507f37c19 --- /dev/null +++ b/packages/jupyter-ai/src/completions/index.ts @@ -0,0 +1 @@ +export { completionPlugin } from './plugin'; diff --git a/packages/jupyter-ai/src/completions/plugin.ts b/packages/jupyter-ai/src/completions/plugin.ts new file mode 100644 index 000000000..835561143 --- /dev/null +++ b/packages/jupyter-ai/src/completions/plugin.ts @@ -0,0 +1,190 @@ +import { + JupyterFrontEnd, + JupyterFrontEndPlugin +} from '@jupyterlab/application'; +import { ICompletionProviderManager } from '@jupyterlab/completer'; +import { ISettingRegistry } from '@jupyterlab/settingregistry'; +import { + IEditorLanguageRegistry, + IEditorLanguage +} from '@jupyterlab/codemirror'; +import { getEditor } from '../selection-watcher'; +import { IJaiStatusItem } from '../tokens'; +import { displayName, JaiInlineProvider } from './provider'; +import { CompletionWebsocketHandler } from './handler'; + +export namespace CommandIDs { + /** + * Command to toggle completions globally. + */ + export const toggleCompletions = 'jupyter-ai:toggle-completions'; + /** + * Command to toggle completions for specific language. + */ + export const toggleLanguageCompletions = + 'jupyter-ai:toggle-language-completions'; +} + +const INLINE_COMPLETER_PLUGIN = + '@jupyterlab/completer-extension:inline-completer'; + +/** + * Type of the settings object for the inline completer plugin. + */ +type IcPluginSettings = ISettingRegistry.ISettings & { + user: { + providers?: { + [key: string]: unknown; + [JaiInlineProvider.ID]?: JaiInlineProvider.ISettings; + }; + }; + composite: { + providers: { + [key: string]: unknown; + [JaiInlineProvider.ID]: JaiInlineProvider.ISettings; + }; + }; +}; + +export const completionPlugin: JupyterFrontEndPlugin = { + id: 'jupyter_ai:inline-completions', + autoStart: true, + requires: [ + ICompletionProviderManager, + IEditorLanguageRegistry, + ISettingRegistry + ], + optional: [IJaiStatusItem], + activate: async ( + app: JupyterFrontEnd, + completionManager: ICompletionProviderManager, + languageRegistry: IEditorLanguageRegistry, + settingRegistry: ISettingRegistry, + statusItem: IJaiStatusItem | null + ): Promise => { + if (typeof completionManager.registerInlineProvider === 'undefined') { + // Gracefully short-circuit on JupyterLab 4.0 and Notebook 7.0 + console.warn( + 'Inline completions are only supported in JupyterLab 4.1+ and Jupyter Notebook 7.1+' + ); + return; + } + + const completionHandler = new CompletionWebsocketHandler(); + const provider = new JaiInlineProvider({ + completionHandler, + languageRegistry + }); + + await completionHandler.initialize(); + completionManager.registerInlineProvider(provider); + + const findCurrentLanguage = (): IEditorLanguage | null => { + const widget = app.shell.currentWidget; + const editor = getEditor(widget); + if (!editor) { + return null; + } + return languageRegistry.findByMIME(editor.model.mimeType); + }; + + // ic := inline completion + async function getIcSettings() { + return (await settingRegistry.load( + INLINE_COMPLETER_PLUGIN + )) as IcPluginSettings; + } + + /** + * Gets the composite settings for the Jupyter AI inline completion provider + * (JaiIcp). + * + * This reads from the `ISettings.composite` property, which merges the user + * settings with the provider defaults, defined in + * `JaiInlineProvider.DEFAULT_SETTINGS`. + */ + async function getJaiIcpSettings() { + const icSettings = await getIcSettings(); + return icSettings.composite.providers[JaiInlineProvider.ID]; + } + + /** + * Updates the JaiIcp user settings. + */ + async function updateJaiIcpSettings( + newJaiIcpSettings: Partial + ) { + const icSettings = await getIcSettings(); + const oldUserIcpSettings = icSettings.user.providers; + const newUserIcpSettings = { + ...oldUserIcpSettings, + [JaiInlineProvider.ID]: { + ...oldUserIcpSettings?.[JaiInlineProvider.ID], + ...newJaiIcpSettings + } + }; + icSettings.set('providers', newUserIcpSettings); + } + + app.commands.addCommand(CommandIDs.toggleCompletions, { + execute: async () => { + const jaiIcpSettings = await getJaiIcpSettings(); + updateJaiIcpSettings({ + enabled: !jaiIcpSettings.enabled + }); + }, + label: 'Enable completions by Jupyternaut', + isToggled: () => { + return provider.isEnabled(); + } + }); + + app.commands.addCommand(CommandIDs.toggleLanguageCompletions, { + execute: async () => { + const jaiIcpSettings = await getJaiIcpSettings(); + const language = findCurrentLanguage(); + if (!language) { + return; + } + + const disabledLanguages = [...jaiIcpSettings.disabledLanguages]; + const newDisabledLanguages = disabledLanguages.includes(language.name) + ? disabledLanguages.filter(l => l !== language.name) + : disabledLanguages.concat(language.name); + + updateJaiIcpSettings({ + disabledLanguages: newDisabledLanguages + }); + }, + label: () => { + const language = findCurrentLanguage(); + return language + ? `Disable completions in ${displayName(language)}` + : 'Disable completions in files'; + }, + isToggled: () => { + const language = findCurrentLanguage(); + return !!language && !provider.isLanguageEnabled(language.name); + }, + isVisible: () => { + const language = findCurrentLanguage(); + return !!language; + }, + isEnabled: () => { + const language = findCurrentLanguage(); + return !!language && provider.isEnabled(); + } + }); + + if (statusItem) { + statusItem.addItem({ + command: CommandIDs.toggleCompletions, + rank: 1 + }); + statusItem.addItem({ + command: CommandIDs.toggleLanguageCompletions, + rank: 2 + }); + } + } +}; diff --git a/packages/jupyter-ai/src/completions/provider.ts b/packages/jupyter-ai/src/completions/provider.ts new file mode 100644 index 000000000..b1e0f6a89 --- /dev/null +++ b/packages/jupyter-ai/src/completions/provider.ts @@ -0,0 +1,288 @@ +import { + InlineCompletionTriggerKind, + IInlineCompletionProvider, + IInlineCompletionContext, + IInlineCompletionList, + IInlineCompletionItem, + CompletionHandler +} from '@jupyterlab/completer'; +import { ISettingRegistry } from '@jupyterlab/settingregistry'; +import { Notification, showErrorMessage } from '@jupyterlab/apputils'; +import { JSONValue, PromiseDelegate } from '@lumino/coreutils'; +import { + IEditorLanguageRegistry, + IEditorLanguage +} from '@jupyterlab/codemirror'; +import { NotebookPanel } from '@jupyterlab/notebook'; +import { AiCompleterService as AiService } from './types'; +import { DocumentWidget } from '@jupyterlab/docregistry'; +import { jupyternautIcon } from '../icons'; +import { CompletionWebsocketHandler } from './handler'; + +type StreamChunk = AiService.InlineCompletionStreamChunk; + +/** + * Format the language name nicely. + */ +export function displayName(language: IEditorLanguage): string { + if (language.name === 'ipythongfm') { + return 'Markdown (IPython)'; + } + if (language.name === 'ipython') { + return 'IPython'; + } + return language.displayName ?? language.name; +} + +export class JaiInlineProvider implements IInlineCompletionProvider { + readonly identifier = JaiInlineProvider.ID; + readonly icon = jupyternautIcon.bindprops({ width: 16, top: 1 }); + + constructor(protected options: JaiInlineProvider.IOptions) { + options.completionHandler.streamed.connect(this._receiveStreamChunk, this); + } + + get name(): string { + return 'JupyterAI'; + } + + async fetch( + request: CompletionHandler.IRequest, + context: IInlineCompletionContext + ): Promise> { + const mime = request.mimeType ?? 'text/plain'; + const language = this.options.languageRegistry.findByMIME(mime); + if (!language) { + console.warn( + `Could not recognise language for ${mime} - cannot complete` + ); + return { items: [] }; + } + if (!this.isLanguageEnabled(language?.name)) { + // Do not offer suggestions if disabled. + return { items: [] }; + } + let cellId = undefined; + let path = context.session?.path; + if (context.widget instanceof NotebookPanel) { + const activeCell = context.widget.content.activeCell; + if (activeCell) { + cellId = activeCell.model.id; + } + } + if (!path && context.widget instanceof DocumentWidget) { + path = context.widget.context.path; + } + const number = ++this._counter; + + const streamPreference = this._settings.streaming; + const stream = + streamPreference === 'always' + ? true + : streamPreference === 'never' + ? false + : context.triggerKind === InlineCompletionTriggerKind.Invoke; + + if (stream) { + // Reset stream promises handler + this._streamPromises.clear(); + } + const result = await this.options.completionHandler.sendMessage({ + path: context.session?.path, + mime, + prefix: this._prefixFromRequest(request), + suffix: this._suffixFromRequest(request), + language: this._resolveLanguage(language), + number, + stream, + cell_id: cellId + }); + + const error = result.error; + if (error) { + Notification.emit(`Inline completion failed: ${error.type}`, 'error', { + autoClose: false, + actions: [ + { + label: 'Show Traceback', + callback: () => { + showErrorMessage('Inline completion failed on the server side', { + message: error.traceback + }); + } + } + ] + }); + throw new Error( + `Inline completion failed: ${error.type}\n${error.traceback}` + ); + } + return result.list; + } + + /** + * Stream a reply for completion identified by given `token`. + */ + async *stream(token: string): AsyncGenerator { + let done = false; + while (!done) { + const delegate = new PromiseDelegate(); + this._streamPromises.set(token, delegate); + const promise = delegate.promise; + yield promise; + done = (await promise).done; + } + } + + get schema(): ISettingRegistry.IProperty { + const knownLanguages = this.options.languageRegistry.getLanguages(); + return { + properties: { + maxPrefix: { + title: 'Maximum prefix length', + minimum: 1, + type: 'number', + description: + 'At most how many prefix characters should be provided to the model.' + }, + maxSuffix: { + title: 'Maximum suffix length', + minimum: 0, + type: 'number', + description: + 'At most how many suffix characters should be provided to the model.' + }, + disabledLanguages: { + title: 'Disabled languages', + type: 'array', + items: { + type: 'string', + oneOf: knownLanguages.map(language => { + return { const: language.name, title: displayName(language) }; + }) + }, + description: + 'Languages for which the completions should not be shown.' + }, + streaming: { + title: 'Streaming', + type: 'string', + oneOf: [ + { const: 'always', title: 'Always' }, + { const: 'manual', title: 'When invoked manually' }, + { const: 'never', title: 'Never' } + ], + description: 'Whether to show suggestions as they are generated' + } + }, + default: JaiInlineProvider.DEFAULT_SETTINGS as any + }; + } + + async configure(settings: { [property: string]: JSONValue }): Promise { + this._settings = settings as unknown as JaiInlineProvider.ISettings; + } + + isEnabled(): boolean { + return this._settings.enabled; + } + + isLanguageEnabled(language: string): boolean { + return !this._settings.disabledLanguages.includes(language); + } + + /** + * Process the stream chunk to make it available in the awaiting generator. + */ + private _receiveStreamChunk( + _emitter: CompletionWebsocketHandler, + chunk: StreamChunk + ) { + const token = chunk.response.token; + if (!token) { + throw Error('Stream chunks must return define `token` in `response`'); + } + const delegate = this._streamPromises.get(token); + if (!delegate) { + console.warn('Unhandled stream chunk'); + } else { + delegate.resolve(chunk); + if (chunk.done) { + this._streamPromises.delete(token); + } + } + } + + /** + * Extract prefix from request, accounting for context window limit. + */ + private _prefixFromRequest(request: CompletionHandler.IRequest): string { + const textBefore = request.text.slice(0, request.offset); + const prefix = textBefore.slice( + -Math.min(this._settings.maxPrefix, textBefore.length) + ); + return prefix; + } + + /** + * Extract suffix from request, accounting for context window limit. + */ + private _suffixFromRequest(request: CompletionHandler.IRequest): string { + const textAfter = request.text.slice(request.offset); + const prefix = textAfter.slice( + 0, + Math.min(this._settings.maxPrefix, textAfter.length) + ); + return prefix; + } + + private _resolveLanguage(language: IEditorLanguage | null) { + if (!language) { + return 'plain English'; + } + if (language.name === 'ipython') { + return 'python'; + } else if (language.name === 'ipythongfm') { + return 'markdown'; + } + return language.name; + } + + private _settings: JaiInlineProvider.ISettings = + JaiInlineProvider.DEFAULT_SETTINGS; + + private _streamPromises: Map> = + new Map(); + private _counter = 0; +} + +export namespace JaiInlineProvider { + export const ID = '@jupyterlab/jupyter-ai'; + + export interface IOptions { + completionHandler: CompletionWebsocketHandler; + languageRegistry: IEditorLanguageRegistry; + } + + export interface ISettings { + maxPrefix: number; + maxSuffix: number; + debouncerDelay: number; + enabled: boolean; + disabledLanguages: string[]; + streaming: 'always' | 'manual' | 'never'; + } + + export const DEFAULT_SETTINGS: ISettings = { + maxPrefix: 10000, + maxSuffix: 10000, + // The debouncer delay handling is implemented upstream in JupyterLab; + // here we just increase the default from 0, as compared to kernel history + // the external AI models may have a token cost associated. + debouncerDelay: 250, + enabled: false, + // ipythongfm means "IPython GitHub Flavoured Markdown" + disabledLanguages: ['ipythongfm'], + streaming: 'manual' + }; +} diff --git a/packages/jupyter-ai/src/completions/types.ts b/packages/jupyter-ai/src/completions/types.ts new file mode 100644 index 000000000..13dad9c8e --- /dev/null +++ b/packages/jupyter-ai/src/completions/types.ts @@ -0,0 +1,61 @@ +import type { + IInlineCompletionList, + IInlineCompletionItem +} from '@jupyterlab/completer'; + +import { ServerConnection } from '@jupyterlab/services'; + +export namespace AiCompleterService { + /** + * The instantiation options for a data registry handler. + */ + export interface IOptions { + serverSettings?: ServerConnection.ISettings; + } + + export type ConnectionMessage = { + type: 'connection'; + client_id: string; + }; + + export type InlineCompletionRequest = { + number: number; + path?: string; + /* The model has to complete given prefix */ + prefix: string; + /* The model may consider the following suffix */ + suffix: string; + mime: string; + /* Whether to stream the response (if streaming is supported by the model) */ + stream: boolean; + language?: string; + cell_id?: string; + }; + + export type CompletionError = { + type: string; + traceback: string; + }; + + export type InlineCompletionReply = { + /** + * Type for this message can be skipped (`inline_completion` is presumed default). + **/ + type?: 'inline_completion'; + list: IInlineCompletionList; + reply_to: number; + error?: CompletionError; + }; + + export type InlineCompletionStreamChunk = { + type: 'stream'; + response: IInlineCompletionItem; + reply_to: number; + done: boolean; + }; + + export type CompleterMessage = + | InlineCompletionReply + | ConnectionMessage + | InlineCompletionStreamChunk; +} diff --git a/packages/jupyter-ai/src/components/statusbar-item.tsx b/packages/jupyter-ai/src/components/statusbar-item.tsx new file mode 100644 index 000000000..1cd2aa5c5 --- /dev/null +++ b/packages/jupyter-ai/src/components/statusbar-item.tsx @@ -0,0 +1,99 @@ +import { Popup, showPopup } from '@jupyterlab/statusbar'; +import React from 'react'; +import { VDomModel, VDomRenderer } from '@jupyterlab/ui-components'; +import { CommandRegistry } from '@lumino/commands'; +import { MenuSvg, RankedMenu, IRankedMenu } from '@jupyterlab/ui-components'; +import { Jupyternaut } from '../icons'; +import type { IJaiStatusItem } from '../tokens'; + +/** + * The Jupyter AI status item, shown in the status bar on the bottom right by + * default. + */ +export class JaiStatusItem + extends VDomRenderer + implements IJaiStatusItem +{ + constructor(options: JaiStatusItem.IOptions) { + super(new VDomModel()); + this._commandRegistry = options.commandRegistry; + this._items = []; + + this.addClass('jp-mod-highlighted'); + this.title.caption = 'Open Jupyternaut status menu'; + this.node.addEventListener('click', this._handleClick); + } + + /** + * Adds a menu item to the JAI status item. + */ + addItem(item: IRankedMenu.IItemOptions): void { + this._items.push(item); + } + + /** + * Returns whether the status item has any menu items. + */ + hasItems(): boolean { + return this._items.length !== 0; + } + + /** + * Returns the status item as a JSX element. + */ + render(): JSX.Element | null { + if (!this.model) { + return null; + } + return ; + } + + dispose(): void { + this.node.removeEventListener('click', this._handleClick); + super.dispose(); + } + + /** + * Create a menu for viewing status and changing options. + */ + private _handleClick = () => { + if (this._popup) { + this._popup.dispose(); + } + if (this._menu) { + this._menu.dispose(); + } + this._menu = new RankedMenu({ + commands: this._commandRegistry, + renderer: MenuSvg.defaultRenderer + }); + for (const item of this._items) { + this._menu.addItem(item); + } + this._popup = showPopup({ + body: this._menu, + anchor: this, + align: 'left' + }); + }; + + private _items: IRankedMenu.IItemOptions[]; + private _commandRegistry: CommandRegistry; + private _menu: RankedMenu | null = null; + private _popup: Popup | null = null; +} + +/** + * A namespace for JupyternautStatus statics. + */ +export namespace JaiStatusItem { + /** + * Options for the JupyternautStatus item. + */ + export interface IOptions { + /** + * The application command registry. + */ + commandRegistry: CommandRegistry; + } +} diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts index e48e2b211..f6832f878 100644 --- a/packages/jupyter-ai/src/index.ts +++ b/packages/jupyter-ai/src/index.ts @@ -12,6 +12,8 @@ import { buildChatSidebar } from './widgets/chat-sidebar'; import { SelectionWatcher } from './selection-watcher'; import { ChatHandler } from './chat_handler'; import { buildErrorWidget } from './widgets/chat-error'; +import { completionPlugin } from './completions'; +import { statusItemPlugin } from './status'; export type DocumentTracker = IWidgetTracker; @@ -60,4 +62,4 @@ const plugin: JupyterFrontEndPlugin = { } }; -export default plugin; +export default [plugin, statusItemPlugin, completionPlugin]; diff --git a/packages/jupyter-ai/src/selection-watcher.ts b/packages/jupyter-ai/src/selection-watcher.ts index 825ee0f18..bbe1adefe 100644 --- a/packages/jupyter-ai/src/selection-watcher.ts +++ b/packages/jupyter-ai/src/selection-watcher.ts @@ -14,7 +14,9 @@ import { getCellIndex } from './utils'; /** * Gets the editor instance used by a document widget. Returns `null` if unable. */ -function getEditor(widget: Widget | null) { +export function getEditor( + widget: Widget | null +): CodeMirrorEditor | null | undefined { if (!(widget instanceof DocumentWidget)) { return null; } diff --git a/packages/jupyter-ai/src/status.ts b/packages/jupyter-ai/src/status.ts new file mode 100644 index 000000000..1624657ce --- /dev/null +++ b/packages/jupyter-ai/src/status.ts @@ -0,0 +1,32 @@ +import { IJaiStatusItem } from './tokens'; +import { + JupyterFrontEnd, + JupyterFrontEndPlugin +} from '@jupyterlab/application'; +import { IStatusBar } from '@jupyterlab/statusbar'; +import { JaiStatusItem } from './components/statusbar-item'; + +export const statusItemPlugin: JupyterFrontEndPlugin = { + id: 'jupyter_ai:status-item', + description: 'Provides a status item for Jupyter AI.', + autoStart: true, + requires: [IStatusBar], + provides: IJaiStatusItem, + activate: (app: JupyterFrontEnd, statusBar: IStatusBar | null) => { + const statusItem = new JaiStatusItem({ + commandRegistry: app.commands + }); + if (statusBar) { + // Add the status item. + statusBar.registerStatusItem('jupyter_ai:jupyternaut-status', { + item: statusItem, + align: 'right', + rank: 100, + isActive: () => { + return statusItem.hasItems(); + } + }); + } + return statusItem; + } +}; diff --git a/packages/jupyter-ai/src/tokens.ts b/packages/jupyter-ai/src/tokens.ts new file mode 100644 index 000000000..f240a8197 --- /dev/null +++ b/packages/jupyter-ai/src/tokens.ts @@ -0,0 +1,14 @@ +import { Token } from '@lumino/coreutils'; +import type { IRankedMenu } from '@jupyterlab/ui-components'; + +export interface IJaiStatusItem { + addItem(item: IRankedMenu.IItemOptions): void; +} + +/** + * The Jupyternaut status token. + */ +export const IJaiStatusItem = new Token( + 'jupyter_ai:IJupyternautStatus', + 'Status indicator displayed in the statusbar' +); diff --git a/packages/jupyter-ai/style/icons/jupyternaut.svg b/packages/jupyter-ai/style/icons/jupyternaut.svg index 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