feat: add task id and improve core task design

examples/llm-with-search.ts

@@ -39,6 +39,7 @@ async function main() {
     .call({
       searchResults
     })
+  console.log(res)
 }
 
 main()

package.json

@@ -47,6 +47,7 @@
     "js-tiktoken": "^1.0.6",
     "jsonrepair": "^3.1.0",
     "ky": "^0.33.3",
+    "nanoid": "^4.0.2",
     "openai-fetch": "^1.5.1",
     "p-map": "^6.0.0",
     "p-retry": "^5.1.2",

pnpm-lock.yaml

@@ -32,6 +32,9 @@ dependencies:
   ky:
     specifier: ^0.33.3
     version: 0.33.3
+  nanoid:
+    specifier: ^4.0.2
+    version: 4.0.2
   openai-fetch:
     specifier: ^1.5.1
     version: 1.5.1
@@ -2807,6 +2810,12 @@ packages:
       thenify-all: 1.6.0
     dev: true
 
+  /nanoid@4.0.2:
+    resolution: {integrity: sha512-7ZtY5KTCNheRGfEFxnedV5zFiORN1+Y1N6zvPTnHQd8ENUvfaDBeuJDZb2bN/oXwXxu3qkTXDzy57W5vAmDTBw==}
+    engines: {node: ^14 || ^16 || >=18}
+    hasBin: true
+    dev: false
+
   /natural-compare-lite@1.4.0:
     resolution: {integrity: sha512-Tj+HTDSJJKaZnfiuw+iaF9skdPpTo2GtEly5JHnWV/hfv2Qj/9RKsGISQtLh2ox3l5EAGw487hnBee0sIJ6v2g==}
     dev: true

src/agentic.ts

@@ -6,6 +6,7 @@ import {
   HumanFeedbackMechanism,
   HumanFeedbackMechanismCLI
 } from './human-feedback'
+import { defaultIDGeneratorFn } from './utils'
 
 export class Agentic {
   // _taskMap: WeakMap<string, BaseTask<any, any>>
@@ -20,6 +21,8 @@ export class Agentic {
   >
   protected _defaultHumanFeedbackMechamism?: HumanFeedbackMechanism
 
+  protected _idGeneratorFn: types.IDGeneratorFunction
+
   constructor(opts: {
     openai?: types.openai.OpenAIClient
     anthropic?: types.anthropic.Client
@@ -29,6 +32,7 @@ export class Agentic {
       'provider' | 'model' | 'modelParams' | 'timeoutMs' | 'retryConfig'
     >
     defaultHumanFeedbackMechanism?: HumanFeedbackMechanism
+    idGeneratorFn?: types.IDGeneratorFunction
   }) {
     this._openai = opts.openai
     this._anthropic = opts.anthropic
@@ -54,6 +58,8 @@ export class Agentic {
     this._defaultHumanFeedbackMechamism =
       opts.defaultHumanFeedbackMechanism ??
       new HumanFeedbackMechanismCLI({ agentic: this })
+
+    this._idGeneratorFn = opts.idGeneratorFn ?? defaultIDGeneratorFn
   }
 
   public get openai(): types.openai.OpenAIClient | undefined {
@@ -68,6 +74,10 @@ export class Agentic {
     return this._defaultHumanFeedbackMechamism
   }
 
+  public get idGeneratorFn(): types.IDGeneratorFunction {
+    return this._idGeneratorFn
+  }
+
   llm(
     promptOrChatCompletionParams:
       | string

src/llms/llm.ts

@@ -83,6 +83,10 @@ export abstract class BaseLLM<
     }
   }
 
+  public override get name(): string {
+    return `${this._provider}:chat:${this._model}`
+  }
+
   examples(examples: types.LLMExample[]) {
     this._examples = examples
     return this

src/task.ts

@@ -6,9 +6,9 @@ import * as types from '@/types'
 import { Agentic } from '@/agentic'
 
 /**
- * A `Task` is a typed, async function call that may be non-deterministic.
+ * A `Task` is an async function call that may be non-deterministic. It has
- *
+ * structured input and structured output. Invoking a task is equivalent to
- * Invoking a task is equivalent to sampling from a probability distribution.
+ * sampling from a probability distribution.
  *
  * Examples of tasks include:
  *    - LLM calls
@@ -23,6 +23,7 @@ export abstract class BaseTask<
   TOutput extends ZodRawShape | ZodTypeAny = ZodTypeAny
 > {
   protected _agentic: Agentic
+  protected _id: string
 
   protected _timeoutMs?: number
   protected _retryConfig: types.RetryConfig
@@ -34,21 +35,21 @@ export abstract class BaseTask<
       retries: 3,
       strategy: 'default'
     }
+    this._id = options.id ?? this._agentic.idGeneratorFn()
   }
 
   public get agentic(): Agentic {
     return this._agentic
   }
 
+  public get id(): string {
+    return this._id
+  }
+
   public abstract get inputSchema(): TInput
   public abstract get outputSchema(): TOutput
 
-  // TODO
+  public abstract get name(): string
-  // public abstract get nameForModel(): string
-  // public abstract get nameForHuman(): string
-
-  // public abstract get descForModel(): string
-  // public abstract get descForHuman(): string
 
   public retryConfig(retryConfig: types.RetryConfig) {
     this._retryConfig = retryConfig
@@ -83,7 +84,10 @@ export abstract class BaseTask<
     const ctx: types.TaskCallContext<TInput> = {
       input,
       attemptNumber: 0,
-      metadata: {}
+      metadata: {
+        taskName: this.name,
+        taskId: this.id
+      }
     }
 
     const result = await pRetry(() => this._call(ctx), {
@@ -93,6 +97,7 @@ export abstract class BaseTask<
           await Promise.resolve(this._retryConfig.onFailedAttempt(err))
         }
 
+        // TODO: log this task error
         ctx.attemptNumber = err.attemptNumber + 1
         ctx.metadata.error = err
 

src/tools/metaphor.ts

@@ -58,6 +58,10 @@ export class MetaphorSearchTool extends BaseTask<
     return MetaphorSearchToolOutputSchema
   }
 
+  public override get name(): string {
+    return 'metaphor-search'
+  }
+
   protected override async _call(
     ctx: types.TaskCallContext<typeof MetaphorSearchToolInputSchema>
   ): Promise<MetaphorSearchToolOutput> {

src/tools/novu.ts

@@ -63,6 +63,10 @@ export class NovuNotificationTool extends BaseTask<
     return NovuNotificationToolOutputSchema
   }
 
+  public override get name(): string {
+    return 'novu'
+  }
+
   protected override async _call(
     ctx: types.TaskCallContext<typeof NovuNotificationToolInputSchema>
   ): Promise<NovuNotificationToolOutput> {

src/types.ts

@@ -34,6 +34,7 @@ export interface BaseTaskOptions {
 
   timeoutMs?: number
   retryConfig?: RetryConfig
+  id?: string
 
   // TODO
   // caching config
@@ -115,8 +116,8 @@ export type TaskError =
 
 export interface TaskResponseMetadata extends Record<string, any> {
   // task info
-  // - task name
+  taskName: string
-  // - task id
+  taskId: string
 
   // execution info
   success?: boolean
@@ -146,7 +147,9 @@ export interface TaskCallContext<
   retryMessage?: string
 
   attemptNumber: number
-  metadata: Partial<TMetadata>
+  metadata: TMetadata
 }
 
+export type IDGeneratorFunction = () => string
+
 // export type ProgressFunction = (partialResponse: ChatMessage) => void

src/utils.ts

@@ -1,3 +1,7 @@
+import { customAlphabet, urlAlphabet } from 'nanoid'
+
+import * as types from './types'
+
 export const extractJSONObjectFromString = (text: string): string | undefined =>
   text.match(/\{(.|\n)*\}/gm)?.[0]
 
@@ -6,3 +10,6 @@ export const extractJSONArrayFromString = (text: string): string | undefined =>
 
 export const sleep = (ms: number) =>
   new Promise((resolve) => setTimeout(resolve, ms))
+
+export const defaultIDGeneratorFn: types.IDGeneratorFunction =
+  customAlphabet(urlAlphabet)