LibreChat/api/typedefs.js
Danny Avila 5cd5c3bef8
🅰️ feat: Azure OpenAI Assistants API Support (#1992)
* chore: rename dir from `assistant` to plural

* feat: `assistants` field for azure config, spread options in AppService

* refactor: rename constructAzureURL param for azure as `azureOptions`

* chore: bump openai and bun

* chore(loadDefaultModels): change naming of assistant -> assistants

* feat: load azure settings with currect baseURL for assistants' initializeClient

* refactor: add `assistants` flags to groups and model configs, add mapGroupToAzureConfig

* feat(loadConfigEndpoints): initialize assistants endpoint if azure flag `assistants` is enabled

* feat(AppService): determine assistant models on startup, throw Error if none

* refactor(useDeleteAssistantMutation): send model along with assistant id for delete mutations

* feat: support listing and deleting assistants with azure

* feat: add model query to assistant avatar upload

* feat: add azure support for retrieveRun method

* refactor: update OpenAIClient initialization

* chore: update README

* fix(ci): tests passing

* refactor(uploadOpenAIFile): improve logging and use more efficient REST API method

* refactor(useFileHandling): add model to metadata to target Azure region compatible with current model

* chore(files): add azure naming pattern for valid file id recognition

* fix(assistants): initialize openai with first available assistant model if none provided

* refactor(uploadOpenAIFile): add content type for azure, initialize formdata before azure options

* refactor(sleep): move sleep function out of Runs and into `~/server/utils`

* fix(azureOpenAI/assistants): make sure to only overwrite models with assistant models if `assistants` flag is enabled

* refactor(uploadOpenAIFile): revert to old method

* chore(uploadOpenAIFile): use enum for file purpose

* docs: azureOpenAI update guide with more info, examples

* feat: enable/disable assistant capabilities and specify retrieval models

* refactor: optional chain conditional statement in loadConfigModels.js

* docs: add assistants examples

* chore: update librechat.example.yaml

* docs(azure): update note of file upload behavior in Azure OpenAI Assistants

* chore: update docs and add descriptive message about assistant errors

* fix: prevent message submission with invalid assistant or if files loading

* style: update Landing icon & text when assistant is not selected

* chore: bump librechat-data-provider to 0.4.8

* fix(assistants/azure): assign req.body.model for proper azure init to abort runs
2024-03-14 17:21:42 -04:00

775 lines
33 KiB
JavaScript

/**
* @namespace typedefs
*/
/**
* @exports OpenAI
* @typedef {import('openai').OpenAI} OpenAI
* @memberof typedefs
*/
/**
* @exports Assistant
* @typedef {import('librechat-data-provider').Assistant} Assistant
* @memberof typedefs
*/
/**
* @exports AssistantDocument
* @typedef {import('librechat-data-provider').AssistantDocument} AssistantDocument
* @memberof typedefs
*/
/**
* @exports OpenAIFile
* @typedef {import('librechat-data-provider').File} OpenAIFile
* @memberof typedefs
*/
/**
* @exports TConfig
* @typedef {import('librechat-data-provider').TConfig} TConfig
* @memberof typedefs
*/
/**
* @exports TAzureGroups
* @typedef {import('librechat-data-provider').TAzureGroups} TAzureGroups
* @memberof typedefs
*/
/**
* @exports TAzureModelGroupMap
* @typedef {import('librechat-data-provider').TAzureModelGroupMap} TAzureModelGroupMap
* @memberof typedefs
*/
/**
* @exports TAzureGroupMap
* @typedef {import('librechat-data-provider').TAzureGroupMap} TAzureGroupMap
* @memberof typedefs
*/
/**
* @exports TAzureConfig
* @typedef {import('librechat-data-provider').TAzureConfig} TAzureConfig
* @memberof typedefs
*/
/**
* @exports TModelsConfig
* @typedef {import('librechat-data-provider').TModelsConfig} TModelsConfig
* @memberof typedefs
*/
/**
* @exports TPlugin
* @typedef {import('librechat-data-provider').TPlugin} TPlugin
* @memberof typedefs
*/
/**
* @exports TCustomConfig
* @typedef {import('librechat-data-provider').TCustomConfig} TCustomConfig
* @memberof typedefs
*/
/**
* @exports TEndpointsConfig
* @typedef {import('librechat-data-provider').TEndpointsConfig} TEndpointsConfig
* @memberof typedefs
*/
/**
* @exports TMessage
* @typedef {import('librechat-data-provider').TMessage} TMessage
* @memberof typedefs
*/
/**
* @exports TPlugin
* @typedef {import('librechat-data-provider').TPlugin} TPlugin
* @memberof typedefs
*/
/**
* @exports FileSources
* @typedef {import('librechat-data-provider').FileSources} FileSources
* @memberof typedefs
*/
/**
* @exports TMessage
* @typedef {import('librechat-data-provider').TMessage} TMessage
* @memberof typedefs
*/
/**
* @exports ImageFile
* @typedef {import('librechat-data-provider').ImageFile} ImageFile
* @memberof typedefs
*/
/**
* @exports ActionRequest
* @typedef {import('librechat-data-provider').ActionRequest} ActionRequest
* @memberof typedefs
*/
/**
* @exports Action
* @typedef {import('librechat-data-provider').Action} Action
* @memberof typedefs
*/
/**
* @exports ActionMetadata
* @typedef {import('librechat-data-provider').ActionMetadata} ActionMetadata
* @memberof typedefs
*/
/**
* @exports ActionAuth
* @typedef {import('librechat-data-provider').ActionAuth} ActionAuth
* @memberof typedefs
*/
/**
* @exports DeleteFilesBody
* @typedef {import('librechat-data-provider').DeleteFilesBody} DeleteFilesBody
* @memberof typedefs
*/
/**
* @exports FileMetadata
* @typedef {Object} FileMetadata
* @property {string} file_id - The identifier of the file.
* @property {string} [temp_file_id] - The temporary identifier of the file.
* @property {string} endpoint - The conversation endpoint origin for the file upload.
* @property {string} [assistant_id] - The assistant ID if file upload is in the `knowledge` context.
* @memberof typedefs
*/
/**
* @typedef {Object} ImageOnlyMetadata
* @property {number} width - The width of the image.
* @property {number} height - The height of the image.
*
* @typedef {FileMetadata & ImageOnlyMetadata} ImageMetadata
* @memberof typedefs
*/
/**
* @exports MongoFile
* @typedef {import('~/models/schema/fileSchema.js').MongoFile} MongoFile
* @memberof typedefs
*/
/**
* @exports AssistantCreateParams
* @typedef {import('librechat-data-provider').AssistantCreateParams} AssistantCreateParams
* @memberof typedefs
*/
/**
* @exports AssistantUpdateParams
* @typedef {import('librechat-data-provider').AssistantUpdateParams} AssistantUpdateParams
* @memberof typedefs
*/
/**
* @exports AssistantListParams
* @typedef {import('librechat-data-provider').AssistantListParams} AssistantListParams
* @memberof typedefs
*/
/**
* @exports AssistantListResponse
* @typedef {import('librechat-data-provider').AssistantListResponse} AssistantListResponse
* @memberof typedefs
*/
/**
* @exports ContentPart
* @typedef {import('librechat-data-provider').ContentPart} ContentPart
* @memberof typedefs
*/
/**
* @exports StepTypes
* @typedef {import('librechat-data-provider').StepTypes} StepTypes
* @memberof typedefs
*/
/**
* @exports TContentData
* @typedef {import('librechat-data-provider').TContentData} TContentData
* @memberof typedefs
*/
/**
* @exports ContentPart
* @typedef {import('librechat-data-provider').ContentPart} ContentPart
* @memberof typedefs
*/
/**
* @exports PartMetadata
* @typedef {import('librechat-data-provider').PartMetadata} PartMetadata
* @memberof typedefs
*/
/**
* @exports ThreadMessage
* @typedef {import('openai').OpenAI.Beta.Threads.ThreadMessage} ThreadMessage
* @memberof typedefs
*/
/**
* @exports TAssistantEndpoint
* @typedef {import('librechat-data-provider').TAssistantEndpoint} TAssistantEndpoint
* @memberof typedefs
*/
/**
* Represents details of the message creation by the run step, including the ID of the created message.
*
* @exports MessageCreationStepDetails
* @typedef {Object} MessageCreationStepDetails
* @property {Object} message_creation - Details of the message creation.
* @property {string} message_creation.message_id - The ID of the message that was created by this run step.
* @property {'message_creation'} type - Always 'message_creation'.
* @memberof typedefs
*/
/**
* Represents a text log output from the Code Interpreter tool call.
* @typedef {Object} CodeLogOutput
* @property {'logs'} type - Always 'logs'.
* @property {string} logs - The text output from the Code Interpreter tool call.
*/
/**
* Represents an image output from the Code Interpreter tool call.
* @typedef {Object} CodeImageOutput
* @property {'image'} type - Always 'image'.
* @property {Object} image - The image object.
* @property {string} image.file_id - The file ID of the image.
*/
/**
* Details of the Code Interpreter tool call the run step was involved in.
* Includes the tool call ID, the code interpreter definition, and the type of tool call.
*
* @typedef {Object} CodeToolCall
* @property {string} id - The ID of the tool call.
* @property {Object} code_interpreter - The Code Interpreter tool call definition.
* @property {string} code_interpreter.input - The input to the Code Interpreter tool call.
* @property {Array<(CodeLogOutput | CodeImageOutput)>} code_interpreter.outputs - The outputs from the Code Interpreter tool call.
* @property {'code_interpreter'} type - The type of tool call, always 'code_interpreter'.
* @memberof typedefs
*/
/**
* Details of a Function tool call the run step was involved in.
* Includes the tool call ID, the function definition, and the type of tool call.
*
* @typedef {Object} FunctionToolCall
* @property {string} id - The ID of the tool call object.
* @property {Object} function - The definition of the function that was called.
* @property {string} function.arguments - The arguments passed to the function.
* @property {string} function.name - The name of the function.
* @property {string|null} function.output - The output of the function, null if not submitted.
* @property {'function'} type - The type of tool call, always 'function'.
* @memberof typedefs
*/
/**
* Details of a Retrieval tool call the run step was involved in.
* Includes the tool call ID and the type of tool call.
*
* @typedef {Object} RetrievalToolCall
* @property {string} id - The ID of the tool call object.
* @property {unknown} retrieval - An empty object for now.
* @property {'retrieval'} type - The type of tool call, always 'retrieval'.
* @memberof typedefs
*/
/**
* Details of the tool calls involved in a run step.
* Can be associated with one of three types of tools: `code_interpreter`, `retrieval`, or `function`.
*
* @typedef {Object} ToolCallsStepDetails
* @property {Array<CodeToolCall | RetrievalToolCall | FunctionToolCall>} tool_calls - An array of tool calls the run step was involved in.
* @property {'tool_calls'} type - Always 'tool_calls'.
* @memberof typedefs
*/
/**
* Details of the tool calls involved in a run step.
* Can be associated with one of three types of tools: `code_interpreter`, `retrieval`, or `function`.
*
* @exports StepToolCall
* @typedef {(CodeToolCall | RetrievalToolCall | FunctionToolCall) & PartMetadata} StepToolCall
* @memberof typedefs
*/
/**
* Represents a tool call object required for certain actions in the OpenAI API,
* including the function definition and type of the tool call.
*
* @exports RequiredActionFunctionToolCall
* @typedef {Object} RequiredActionFunctionToolCall
* @property {string} id - The ID of the tool call, referenced when submitting tool outputs.
* @property {Object} function - The function definition associated with the tool call.
* @property {string} function.arguments - The arguments that the model expects to be passed to the function.
* @property {string} function.name - The name of the function.
* @property {'function'} type - The type of tool call the output is required for, currently always 'function'.
* @memberof typedefs
*/
/**
* @exports RunManager
* @typedef {import('./server/services/Runs/RunManager.js').RunManager} RunManager
* @memberof typedefs
*/
/**
* @exports Thread
* @typedef {Object} Thread
* @property {string} id - The identifier of the thread.
* @property {'thread'} object - The object type, always 'thread'.
* @property {number} created_at - The Unix timestamp (in seconds) for when the thread was created.
* @property {Object} [metadata] - Optional metadata associated with the thread.
* @property {Message[]} [messages] - An array of messages associated with the thread.
* @memberof typedefs
*/
/**
* @exports Message
* @typedef {Object} Message
* @property {string} id - The identifier of the message.
* @property {'thread.message'} object - The object type, always 'thread.message'.
* @property {number} created_at - The Unix timestamp (in seconds) for when the message was created.
* @property {string} thread_id - The thread ID that this message belongs to.
* @property {'user'|'assistant'} role - The entity that produced the message. One of 'user' or 'assistant'.
* @property {Object[]} content - The content of the message in an array of text and/or images.
* @property {'text'|'image_file'} content[].type - The type of content, either 'text' or 'image_file'.
* @property {Object} [content[].text] - The text content, present if type is 'text'.
* @property {string} content[].text.value - The data that makes up the text.
* @property {Object[]} [content[].text.annotations] - Annotations for the text content.
* @property {Object} [content[].image_file] - The image file content, present if type is 'image_file'.
* @property {string} content[].image_file.file_id - The File ID of the image in the message content.
* @property {string[]} [file_ids] - Optional list of File IDs for the message.
* @property {string|null} [assistant_id] - If applicable, the ID of the assistant that authored this message.
* @property {string|null} [run_id] - If applicable, the ID of the run associated with the authoring of this message.
* @property {Object} [metadata] - Optional metadata for the message, a map of key-value pairs.
* @memberof typedefs
*/
/**
* @exports UserMessageContent
* @typedef {Object} UserMessageContent
* @property {Object[]} content - The content of the message in an array of text and/or images.
* @property {string} content[].type - The type of content, either 'text' or 'image_file'.
* @property {Object} [content[].text] - The text content, present if type is 'text'.
* @property {string} content[].text.value - The data that makes up the text.
* @property {Object} [content[].image_url] - The image file content, present if type is 'image_file'.
* @property {string} content[].image_url.url - The File ID of the image in the message content.
* @property {'auto' | 'low' | 'high'} content[].image_url.detail: 'auto' - the quality to use for the image, either 'auto', 'low', or 'high'.
* @memberof typedefs
*/
/**
* Represents a message payload with various potential properties,
* including roles, sender information, and content.
*
* @typedef {Object} PayloadMessage
* @property {string} [role] - The role of the message sender (e.g., 'user', 'assistant').
* @property {string} [name] - The name associated with the message.
* @property {string} [sender] - The sender of the message.
* @property {string} [text] - The text content of the message.
* @property {(string|Array<UserMessageContent>)} [content] - The content of the message, which could be a string or an array of the 'content' property from the Message type.
* @memberof typedefs
*/
/**
* @exports FunctionTool
* @typedef {Object} FunctionTool
* @property {'function'} type - The type of tool, 'function'.
* @property {Object} function - The function definition.
* @property {string} function.description - A description of what the function does.
* @property {string} function.name - The name of the function to be called.
* @property {Object} function.parameters - The parameters the function accepts, described as a JSON Schema object.
* @memberof typedefs
*/
/**
* @exports Tool
* @typedef {Object} Tool
* @property {'code_interpreter'|'retrieval'|'function'} type - The type of tool, can be 'code_interpreter', 'retrieval', or 'function'.
* @property {FunctionTool} [function] - The function tool, present if type is 'function'.
* @memberof typedefs
*/
/**
* @exports Run
* @typedef {Object} Run
* @property {string} id - The identifier of the run.
* @property {string} object - The object type, always 'thread.run'.
* @property {number} created_at - The Unix timestamp (in seconds) for when the run was created.
* @property {string} thread_id - The ID of the thread that was executed on as a part of this run.
* @property {string} assistant_id - The ID of the assistant used for execution of this run.
* @property {'queued'|'in_progress'|'requires_action'|'cancelling'|'cancelled'|'failed'|'completed'|'expired'} status - The status of the run: queued, in_progress, requires_action, cancelling, cancelled, failed, completed, or expired.
* @property {Object} [required_action] - Details on the action required to continue the run.
* @property {string} required_action.type - The type of required action, always 'submit_tool_outputs'.
* @property {Object} required_action.submit_tool_outputs - Details on the tool outputs needed for the run to continue.
* @property {Object[]} required_action.submit_tool_outputs.tool_calls - A list of the relevant tool calls.
* @property {string} required_action.submit_tool_outputs.tool_calls[].id - The ID of the tool call.
* @property {string} required_action.submit_tool_outputs.tool_calls[].type - The type of tool call the output is required for, always 'function'.
* @property {Object} required_action.submit_tool_outputs.tool_calls[].function - The function definition.
* @property {string} required_action.submit_tool_outputs.tool_calls[].function.name - The name of the function.
* @property {string} required_action.submit_tool_outputs.tool_calls[].function.arguments - The arguments that the model expects you to pass to the function.
* @property {Object} [last_error] - The last error associated with this run.
* @property {string} last_error.code - One of 'server_error' or 'rate_limit_exceeded'.
* @property {string} last_error.message - A human-readable description of the error.
* @property {number} [expires_at] - The Unix timestamp (in seconds) for when the run will expire.
* @property {number} [started_at] - The Unix timestamp (in seconds) for when the run was started.
* @property {number} [cancelled_at] - The Unix timestamp (in seconds) for when the run was cancelled.
* @property {number} [failed_at] - The Unix timestamp (in seconds) for when the run failed.
* @property {number} [completed_at] - The Unix timestamp (in seconds) for when the run was completed.
* @property {string} [model] - The model that the assistant used for this run.
* @property {string} [instructions] - The instructions that the assistant used for this run.
* @property {string} [additional_instructions] - Optional. Appends additional instructions
* at theend of the instructions for the run. This is useful for modifying
* @property {Tool[]} [tools] - The list of tools used for this run.
* @property {string[]} [file_ids] - The list of File IDs used for this run.
* @property {Object} [metadata] - Metadata associated with this run.
* @property {Object} [usage] - Usage statistics related to the run. This value will be `null` if the run is not in a terminal state (i.e. `in_progress`, `queued`, etc.).
* @property {number} [usage.completion_tokens] - Number of completion tokens used over the course of the run.
* @property {number} [usage.prompt_tokens] - Number of prompt tokens used over the course of the run.
* @property {number} [usage.total_tokens] - Total number of tokens used (prompt + completion).
* @memberof typedefs
*/
/**
* @exports RunStep
* @typedef {Object} RunStep
* @property {string} id - The identifier of the run step.
* @property {string} object - The object type, always 'thread.run.step'.
* @property {number} created_at - The Unix timestamp (in seconds) for when the run step was created.
* @property {string} assistant_id - The ID of the assistant associated with the run step.
* @property {string} thread_id - The ID of the thread that was run.
* @property {string} run_id - The ID of the run that this run step is a part of.
* @property {'message_creation' | 'tool_calls'} type - The type of run step.
* @property {'in_progress' | 'cancelled' | 'failed' | 'completed' | 'expired'} status - The status of the run step.
* @property {MessageCreationStepDetails | ToolCallsStepDetails} step_details - The details of the run step.
* @property {Object} [last_error] - The last error associated with this run step.
* @property {'server_error' | 'rate_limit_exceeded'} last_error.code - One of 'server_error' or 'rate_limit_exceeded'.
* @property {string} last_error.message - A human-readable description of the error.
* @property {number} [expired_at] - The Unix timestamp (in seconds) for when the run step expired.
* @property {number} [cancelled_at] - The Unix timestamp (in seconds) for when the run step was cancelled.
* @property {number} [failed_at] - The Unix timestamp (in seconds) for when the run step failed.
* @property {number} [completed_at] - The Unix timestamp (in seconds) for when the run step completed.
* @property {Object} [metadata] - Metadata associated with this run step, a map of up to 16 key-value pairs.
* @memberof typedefs
*/
/**
* @exports StepMessage
* @typedef {Object} StepMessage
* @property {Message} message - The complete message object created by the step.
* @property {string} id - The identifier of the run step.
* @property {string} object - The object type, always 'thread.run.step'.
* @property {number} created_at - The Unix timestamp (in seconds) for when the run step was created.
* @property {string} assistant_id - The ID of the assistant associated with the run step.
* @property {string} thread_id - The ID of the thread that was run.
* @property {string} run_id - The ID of the run that this run step is a part of.
* @property {'message_creation'|'tool_calls'} type - The type of run step, either 'message_creation' or 'tool_calls'.
* @property {'in_progress'|'cancelled'|'failed'|'completed'|'expired'} status - The status of the run step, can be 'in_progress', 'cancelled', 'failed', 'completed', or 'expired'.
* @property {Object} step_details - The details of the run step.
* @property {Object} [last_error] - The last error associated with this run step.
* @property {string} last_error.code - One of 'server_error' or 'rate_limit_exceeded'.
* @property {string} last_error.message - A human-readable description of the error.
* @property {number} [expired_at] - The Unix timestamp (in seconds) for when the run step expired.
* @property {number} [cancelled_at] - The Unix timestamp (in seconds) for when the run step was cancelled.
* @property {number} [failed_at] - The Unix timestamp (in seconds) for when the run step failed.
* @property {number} [completed_at] - The Unix timestamp (in seconds) for when the run step completed.
* @property {Object} [metadata] - Metadata associated with this run step, a map of up to 16 key-value pairs.
* @memberof typedefs
*/
/**
* @exports AgentAction
* @typedef {Object} AgentAction
* @property {string} tool - The name of the tool used.
* @property {string} toolInput - The input provided to the tool.
* @property {string} log - A log or message associated with the action.
* @memberof typedefs
*/
/**
* @exports AgentFinish
* @typedef {Object} AgentFinish
* @property {Record<string, any>} returnValues - The return values of the agent's execution.
* @property {string} log - A log or message associated with the finish.
* @memberof typedefs
*/
/**
* @exports OpenAIAssistantFinish
* @typedef {AgentFinish & { run_id: string; thread_id: string; }} OpenAIAssistantFinish
* @memberof typedefs
*/
/**
* @exports OpenAIAssistantAction
* @typedef {AgentAction & { toolCallId: string; run_id: string; thread_id: string; }} OpenAIAssistantAction
* @memberof typedefs
*/
/**
* @exports EndpointServiceConfig
* @typedef {Object} EndpointServiceConfig
* @property {string} openAIApiKey - The API key for OpenAI.
* @property {string} azureOpenAIApiKey - The API key for Azure OpenAI.
* @property {boolean} useAzurePlugins - Flag to indicate if Azure plugins are used.
* @property {boolean} userProvidedOpenAI - Flag to indicate if OpenAI API key is user provided.
* @property {string} googleKey - The Palm key.
* @property {boolean|{userProvide: boolean}} [openAI] - Flag to indicate if OpenAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [assistant] - Flag to indicate if Assistant endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [azureOpenAI] - Flag to indicate if Azure OpenAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [chatGPTBrowser] - Flag to indicate if ChatGPT Browser endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [anthropic] - Flag to indicate if Anthropic endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [bingAI] - Flag to indicate if BingAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [google] - Flag to indicate if BingAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean, userProvideURL: boolean, name: string}} [custom] - Custom Endpoint configuration.
* @memberof typedefs
*/
/**
* @exports Plugin
* @typedef {Object} Plugin
* @property {string} pluginKey - The key of the plugin.
* @property {string} name - The name of the plugin.
* @memberof typedefs
*/
/**
* @exports GptPlugins
* @typedef {Object} GptPlugins
* @property {Plugin[]} plugins - An array of plugins available.
* @property {string[]} availableAgents - Available agents, 'classic' or 'functions'.
* @property {boolean} userProvide - A flag indicating if the user has provided the data.
* @property {boolean} azure - A flag indicating if azure plugins are used.
* @memberof typedefs
*/
/**
* @exports DefaultConfig
* @typedef {Object} DefaultConfig
* @property {boolean|{userProvide: boolean}} [openAI] - Flag to indicate if OpenAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [assistant] - Flag to indicate if Assistant endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [azureOpenAI] - Flag to indicate if Azure OpenAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [chatGPTBrowser] - Flag to indicate if ChatGPT Browser endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [anthropic] - Flag to indicate if Anthropic endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [bingAI] - Flag to indicate if BingAI endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean}} [google] - Flag to indicate if Google endpoint is user provided, or its configuration.
* @property {boolean|{userProvide: boolean, userProvideURL: boolean, name: string}} [custom] - Custom Endpoint configuration.
* @property {boolean|GptPlugins} [gptPlugins] - Configuration for GPT plugins.
* @memberof typedefs
*/
/**
* @exports EndpointConfig
* @typedef {boolean|TConfig} EndpointConfig
* @memberof typedefs
*/
/**
* @exports EndpointWithOrder
* @typedef {Object} EndpointWithOrder
* @property {EndpointConfig} config - The configuration of the endpoint.
* @property {number} order - The order of the endpoint.
* @memberof typedefs
*/
/**
* @exports RequiredAction
* @typedef {Object} RequiredAction
* @property {string} tool - The name of the function.
* @property {Object} toolInput - The args to invoke the function with.
* @property {string} toolCallId - The ID of the tool call.
* @property {Run['id']} run_id - Run identifier.
* @property {Thread['id']} thread_id - Thread identifier.
* @memberof typedefs
*/
/**
* @exports StructuredTool
* @typedef {Object} StructuredTool
* @property {string} name - The name of the function.
* @property {string} description - The description of the function.
* @property {import('zod').ZodTypeAny} schema - The structured zod schema.
* @memberof typedefs
*/
/**
* @exports ToolOutput
* @typedef {Object} ToolOutput
* @property {string} tool_call_id - The ID of the tool call.
* @property {Object} output - The output of the tool, which can vary in structure.
* @memberof typedefs
*/
/**
* @exports ToolOutputs
* @typedef {Object} ToolOutputs
* @property {ToolOutput[]} tool_outputs - Array of tool outputs.
* @memberof typedefs
*/
/**
* @typedef {Object} ModelOptions
* @property {string} modelName - The name of the model.
* @property {number} [temperature] - The temperature setting for the model.
* @property {number} [presence_penalty] - The presence penalty setting.
* @property {number} [frequency_penalty] - The frequency penalty setting.
* @property {number} [max_tokens] - The maximum number of tokens to generate.
* @memberof typedefs
*/
/**
* @typedef {Object} ConfigOptions
* @property {string} [basePath] - The base path for the API requests.
* @property {Object} [baseOptions] - Base options for the API requests, including headers.
* @property {Object} [httpAgent] - The HTTP agent for the request.
* @property {Object} [httpsAgent] - The HTTPS agent for the request.
* @memberof typedefs
*/
/**
* @typedef {Object} Callbacks
* @property {Function} [handleChatModelStart] - A callback function for handleChatModelStart
* @property {Function} [handleLLMEnd] - A callback function for handleLLMEnd
* @property {Function} [handleLLMError] - A callback function for handleLLMError
* @memberof typedefs
*/
/**
* @typedef {Object} AzureOptions
* @property {string} [azureOpenAIApiKey] - The Azure OpenAI API key.
* @property {string} [azureOpenAIApiInstanceName] - The Azure OpenAI API instance name.
* @property {string} [azureOpenAIApiDeploymentName] - The Azure OpenAI API deployment name.
* @property {string} [azureOpenAIApiVersion] - The Azure OpenAI API version.
* @memberof typedefs
*/
/**
* @typedef {Object} TokenConfig
* A configuration object mapping model keys to their respective prompt, completion rates, and context limit.
* @property {number} prompt - The prompt rate
* @property {number} completion - The completion rate
* @property {number} context - The maximum context length supported by the model.
* @memberof typedefs
*/
/**
* @typedef {Record<string, TokenConfig>} EndpointTokenConfig
* An endpoint's config object mapping model keys to their respective prompt, completion rates, and context limit.
* @memberof typedefs
*/
/**
* @typedef {Object} ResponseMessage
* @property {string} conversationId - The ID of the conversation.
* @property {string} thread_id - The ID of the thread.
* @property {string} messageId - The ID of the message (from LibreChat).
* @property {string} parentMessageId - The ID of the parent message.
* @property {string} user - The ID of the user.
* @property {string} assistant_id - The ID of the assistant.
* @property {string} role - The role of the response.
* @property {string} model - The model used in the response.
* @property {ContentPart[]} content - The content parts accumulated from the run.
* @memberof typedefs
*/
/**
* @typedef {Object} RunResponse
* @property {Run} run - The detailed information about the run.
* @property {RunStep[]} steps - An array of steps taken during the run.
* @property {StepMessage[]} messages - An array of messages related to the run.
* @memberof typedefs
*/
/**
* @callback InProgressFunction
* @param {Object} params - The parameters for the in progress step.
* @param {RunStep} params.step - The step object with details about the message creation.
* @returns {Promise<void>} - A promise that resolves when the step is processed.
* @memberof typedefs
*/
// /**
// * @typedef {OpenAI & {
// * req: Express.Request,
// * res: Express.Response
// * getPartialText: () => string,
// * processedFileIds: Set<string>,
// * mappedOrder: Map<string, number>,
// * completeToolCallSteps: Set<string>,
// * seenCompletedMessages: Set<string>,
// * seenToolCalls: Map<string, StepToolCall>,
// * progressCallback: (options: Object) => void,
// * addContentData: (data: TContentData) => void,
// * responseMessage: ResponseMessage,
// * }} OpenAIClient - for reference only
// */
/**
* @typedef {Object} OpenAIClientType
*
* @property {Express.Request} req - The Express request object.
* @property {Express.Response} res - The Express response object.
* @property {?import('https-proxy-agent').HttpsProxyAgent} httpAgent - An optional HTTP proxy agent for the request.
* @property {() => string} getPartialText - Retrieves the current tokens accumulated by `progressCallback`.
*
* Note: not used until real streaming is implemented by OpenAI.
*
* @property {string} responseText -The accumulated text values for the current run.
* @property {Set<string>} processedFileIds - A set of IDs for processed files.
* @property {Map<string, number>} mappedOrder - A map to maintain the order of individual `tool_calls` and `steps`.
* @property {Set<string>} [attachedFileIds] - A set of user attached file ids; necessary to track which files are downloadable.
* @property {Set<string>} completeToolCallSteps - A set of completed tool call steps.
* @property {Set<string>} seenCompletedMessages - A set of completed messages that have been seen/processed.
* @property {Map<string, StepToolCall>} seenToolCalls - A map of tool calls that have been seen/processed.
* @property {object | undefined} locals - Local variables for the request.
* @property {AzureOptions} locals.azureOptions - Local Azure options for the request.
* @property {(data: TContentData) => void} addContentData - Updates the response message's relevant
* @property {InProgressFunction} in_progress - Updates the response message's relevant
* content array with the part by index & sends intermediate SSE message with content data.
*
* Note: does not send intermediate SSE message for messages, which are streamed
* (may soon be streamed) directly from OpenAI API.
*
* @property {ResponseMessage} responseMessage - A message object for responses.
*
* @typedef {OpenAI & OpenAIClientType} OpenAIClient
*/
/**
* The body of the request to create a run, specifying the assistant, model,
* instructions, and any additional parameters needed for the run.
*
* @typedef {Object} CreateRunBody
* @property {string} assistant_id - The ID of the assistant to use for this run.
* @property {string} [model] - Optional. The ID of the model to be used for this run.
* @property {string} [instructions] - Optional. Override the default system message of the assistant.
* @property {string} [additional_instructions] - Optional. Appends additional instructions
* at the end of the instructions for the run. Useful for modifying behavior on a per-run basis without overriding other instructions.
* @property {Object[]} [tools] - Optional. Override the tools the assistant can use for this run. Should include tool call ID and the type of tool call.
* @property {string[]} [file_ids] - Optional. List of File IDs the assistant can use for this run.
* **Note:** The API seems to prefer files added to messages, not runs.
* @property {Object} [metadata] - Optional. Metadata for the run.
* @memberof typedefs
*/