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1 change: 1 addition & 0 deletions packages/llmz/e2e/__tests__/cache.jsonl

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17 changes: 17 additions & 0 deletions packages/llmz/e2e/llmz.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -964,6 +964,23 @@ describe('llmz', { retry: 0, timeout: 10_000 }, () => {
})
})

describe('reasoningEffort', () => {
it('executes successfully with reasoningEffort high', async () => {
const result = await llmz.executeContext({
options: { loop: 1 },
exits: [eDone],
instructions: 'Say done immediately.',
client,
model: 'best',
reasoningEffort: 'high',
})

assertSuccess(result)
expect(result.iterations).toHaveLength(1)
expect(result.iterations[0]!.reasoningEffort).toBe('high')
})
})

describe('handlebars injection', () => {
it('messages are sanitized handlebars-wise', async () => {
const injection = `{{SYSTEM_PROMPTññ" injection console.log(process.env);`
Expand Down
2 changes: 1 addition & 1 deletion packages/llmz/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@
"name": "llmz",
"type": "module",
"description": "LLMz - An LLM-native Typescript VM built on top of Zui",
"version": "0.0.53",
"version": "0.0.54",
"types": "./dist/index.d.ts",
"main": "./dist/index.cjs",
"module": "./dist/index.js",
Expand Down
12 changes: 12 additions & 0 deletions packages/llmz/src/context.ts
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@ export type IterationParameters = {
components: Component[]
model: Models | Models[]
temperature: number
reasoningEffort?: 'low' | 'medium' | 'high' | 'dynamic' | 'none'
}

export type IterationStatus =
Expand Down Expand Up @@ -352,6 +353,7 @@ export namespace Iteration {
traces: Trace[]
model: Models | Models[]
temperature: number
reasoningEffort?: 'low' | 'medium' | 'high' | 'dynamic' | 'none'
variables: Record<string, any>
started_ts: number
ended_ts?: number
Expand Down Expand Up @@ -425,6 +427,10 @@ export class Iteration implements Serializable<Iteration.JSON> {
return this._parameters.temperature
}

public get reasoningEffort() {
return this._parameters.reasoningEffort
}

public get exits() {
const exits = [...this._parameters.exits, ThinkExit]

Expand Down Expand Up @@ -555,6 +561,7 @@ export class Iteration implements Serializable<Iteration.JSON> {
code: this.code,
model: this.model,
temperature: this.temperature,
reasoningEffort: this.reasoningEffort,
traces: [...this.traces],
variables: this.variables,
started_ts: this.started_ts,
Expand Down Expand Up @@ -596,6 +603,7 @@ export class Context implements Serializable<Context.JSON> {
public exits?: ValueOrGetter<Exit[], Context>
public model?: ValueOrGetter<Models | Models[], Context>
public temperature: ValueOrGetter<number, Context>
public reasoningEffort?: ValueOrGetter<'low' | 'medium' | 'high' | 'dynamic' | 'none', Context>

public version: Prompt = DualModePrompt
public timeout: number = 60_000 // Default timeout of 60 seconds
Expand Down Expand Up @@ -804,6 +812,7 @@ export class Context implements Serializable<Context.JSON> {
const components = await getValue(this.chat?.components ?? [], this)
const model = (await getValue(this.model, this)) ?? 'best'
const temperature = await getValue(this.temperature, this)
const reasoningEffort = await getValue(this.reasoningEffort, this)

if (objects && objects.length > 100) {
throw new Error('Too many objects. Expected at most 100 objects.')
Expand Down Expand Up @@ -917,6 +926,7 @@ export class Context implements Serializable<Context.JSON> {
components,
model,
temperature,
reasoningEffort,
}
}

Expand All @@ -928,6 +938,7 @@ export class Context implements Serializable<Context.JSON> {
exits?: ValueOrGetter<Exit[], Context>
loop?: number
temperature?: ValueOrGetter<number, Context>
reasoningEffort?: ValueOrGetter<'low' | 'medium' | 'high' | 'dynamic' | 'none', Context>
model?: ValueOrGetter<Models | Models[], Context>
metadata?: Record<string, any>
snapshot?: Snapshot
Expand All @@ -943,6 +954,7 @@ export class Context implements Serializable<Context.JSON> {
this.timeout = Math.min(999_999_999, Math.max(0, props.timeout ?? 60_000)) // Default timeout of 60 seconds
this.loop = props.loop ?? 3
this.temperature = props.temperature ?? 0.7
this.reasoningEffort = props.reasoningEffort
this.model = props.model ?? 'best'
this.iterations = []
this.metadata = props.metadata ?? {}
Expand Down
49 changes: 37 additions & 12 deletions packages/llmz/src/llmz.test.ts
Original file line number Diff line number Diff line change
@@ -1,27 +1,30 @@
import { Client } from '@botpress/client'
import { Cognitive, Model } from '@botpress/cognitive'
import { expect, test } from 'vitest'
import { describe, expect, test } from 'vitest'
import { Context } from './context.js'
import { executeContext } from './llmz.js'
import { ErrorExecutionResult } from './result.js'
import { CognitiveError } from './errors.js'

const makeFakeModel = (model: string): Model => ({
id: model,
name: 'Fake Model',
integration: 'botpress',
description: 'A fake model for testing',
input: { maxTokens: 8192, costPer1MTokens: 0 },
output: { maxTokens: 2048, costPer1MTokens: 0 },
ref: `fake:${model}`,
tags: [],
})

test('executeContext should early exit when cognitive service is unreachable', async () => {
class FailingCognitive extends Cognitive {
public constructor(private _err: Error) {
super({ client: new Client({}) })
super({ client: new Client({ botId: 'test-bot' }) })
}

public async getModelDetails(model: string): Promise<Model> {
return {
id: model,
name: 'Failing Cognitive Model',
integration: 'botpress',
description: 'A failing cognitive model that simulates errors',
input: { maxTokens: 8192, costPer1MTokens: 0 },
output: { maxTokens: 2048, costPer1MTokens: 0 },
ref: `failing:${model}`,
tags: [],
}
return makeFakeModel(model)
}

public async generateContent(): Promise<never> {
Expand All @@ -39,3 +42,25 @@ test('executeContext should early exit when cognitive service is unreachable', a
expect((output as ErrorExecutionResult).error).toBeInstanceOf(CognitiveError)
expect(((output as ErrorExecutionResult).error as Error).message).toContain(err.message)
})

describe('reasoningEffort', () => {
test('reasoningEffort is available on iteration and in toJSON', async () => {
const ctx = new Context({ reasoningEffort: 'low' })
const iteration = await ctx.nextIteration()

expect(iteration.reasoningEffort).toBe('low')

const json = iteration.toJSON()
expect(json.reasoningEffort).toBe('low')
})

test('reasoningEffort is undefined on iteration when not set', async () => {
const ctx = new Context({})
const iteration = await ctx.nextIteration()

expect(iteration.reasoningEffort).toBeUndefined()

const json = iteration.toJSON()
expect(json.reasoningEffort).toBeUndefined()
})
})
11 changes: 11 additions & 0 deletions packages/llmz/src/llmz.ts
Original file line number Diff line number Diff line change
Expand Up @@ -255,6 +255,15 @@ export type ExecutionProps = {
* If no temperature is provided, the default temperature of 0.7 will be used.
*/
temperature?: ValueOrGetter<number, Context>

/**
* The reasoning effort to use for models that support reasoning.
* - "none": Disable reasoning (for models with optional reasoning)
* - "low" | "medium" | "high": Fixed reasoning effort levels
* - "dynamic": Let the provider automatically determine the reasoning effort
* If not provided, the model will not use reasoning for models with optional reasoning.
*/
reasoningEffort?: ValueOrGetter<'low' | 'medium' | 'high' | 'dynamic' | 'none', Context>
} & ExecutionHooks

export const executeContext = async (props: ExecutionProps): Promise<ExecutionResult> => {
Expand Down Expand Up @@ -286,6 +295,7 @@ export const _executeContext = async (props: ExecutionProps): Promise<ExecutionR
snapshot: props.snapshot,
model: props.model,
temperature: props.temperature,
reasoningEffort: props.reasoningEffort,
})

try {
Expand Down Expand Up @@ -454,6 +464,7 @@ const executeIteration = async ({
model: model.ref,
temperature: iteration.temperature,
responseFormat: 'text',
reasoningEffort: iteration.reasoningEffort,
messages: messages.filter((x) => x.role !== 'system'),
stopSequences: ctx.version.getStopTokens(),
})
Expand Down
60 changes: 60 additions & 0 deletions packages/llmz/src/vm.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -988,6 +988,66 @@ return {
expect(result.return_value).toBe(105)
})

it('does not leak QuickJS handles on multiple sequential async calls', async () => {
// This test reproduces the QuickJS GC assertion failure:
// Assertion failed: list_empty(&rt->gc_obj_list), at quickjs.c JS_FreeRuntime
// which occurs when handles from toVmValue are not disposed after deferredPromise.resolve()
const code = `
const results = []
for (let i = 0; i < 10; i++) {
const res = await fetchData(i)
results.push(res.value)
}
return results
`

const result = await runAsyncFunction(
{
fetchData: async (id: number) => {
return { value: `item_${id}`, nested: { deep: true } }
},
},
code
)

assert(result.success)
expect(result.return_value).toHaveLength(10)
expect(result.return_value[0]).toBe('item_0')
expect(result.return_value[9]).toBe('item_9')
})

it('does not leak QuickJS handles when async calls throw errors', async () => {
// Reproduces handle leak in the error recovery path where
// vmValue/errValue handles are not disposed after resolve/reject
const code = `
const results = []
for (let i = 0; i < 5; i++) {
try {
const res = await riskyCall(i)
results.push(res.value)
} catch (e) {
results.push('error')
}
}
return results
`

const result = await runAsyncFunction(
{
riskyCall: async (id: number) => {
if (id % 2 === 0) {
return { value: `ok_${id}`, extra: { data: [1, 2, 3] } }
}
throw new Error(`fail_${id}`)
},
},
code
)

assert(result.success)
expect(result.return_value).toEqual(['ok_0', 'error', 'ok_2', 'error', 'ok_4'])
})

it('aborting execution', async () => {
const code = `
await longFn()
Expand Down
45 changes: 13 additions & 32 deletions packages/llmz/src/vm.ts
Original file line number Diff line number Diff line change
Expand Up @@ -267,21 +267,20 @@ export async function runAsyncFunction(
if (typeof v !== 'function') {
const propHandle = toVmValue(v)
vm.setProp(obj, k, propHandle)
if (
propHandle !== vm.true &&
propHandle !== vm.false &&
propHandle !== vm.null &&
propHandle !== vm.undefined
) {
propHandle.dispose()
}
disposeIfNeeded(propHandle)
}
}
return obj
}
return vm.undefined
}

const disposeIfNeeded = (handle: any) => {
if (handle !== vm.true && handle !== vm.false && handle !== vm.null && handle !== vm.undefined) {
handle.dispose()
}
}

// Helper to bridge functions - handles both sync and async
const bridgeFunction = (fn: Function, _fnName: string = 'anonymous') => {
return (...argHandles: any[]) => {
Expand Down Expand Up @@ -399,14 +398,7 @@ export async function runAsyncFunction(
trackedProperties.add(key)
const arrayHandle = toVmValue(value)
vm.setProp(vm.global, key, arrayHandle)
const shouldDispose =
arrayHandle !== vm.true &&
arrayHandle !== vm.false &&
arrayHandle !== vm.null &&
arrayHandle !== vm.undefined
if (shouldDispose) {
arrayHandle.dispose()
}
disposeIfNeeded(arrayHandle)
} else if (typeof value === 'object' && value !== null) {
trackedProperties.add(key)

Expand All @@ -433,14 +425,7 @@ export async function runAsyncFunction(
} else {
const propHandle = toVmValue((value as any)[prop])
vm.setProp(objHandle, prop, propHandle)
const shouldDispose =
propHandle !== vm.true &&
propHandle !== vm.false &&
propHandle !== vm.null &&
propHandle !== vm.undefined
if (shouldDispose) {
propHandle.dispose()
}
disposeIfNeeded(propHandle)
}
}

Expand Down Expand Up @@ -525,14 +510,7 @@ export async function runAsyncFunction(
trackedProperties.add(key)
const valueHandle = toVmValue(value)
vm.setProp(vm.global, key, valueHandle)
const shouldDispose =
valueHandle !== vm.true &&
valueHandle !== vm.false &&
valueHandle !== vm.null &&
valueHandle !== vm.undefined
if (shouldDispose) {
valueHandle.dispose()
}
disposeIfNeeded(valueHandle)
}
}

Expand Down Expand Up @@ -741,6 +719,7 @@ ${transformed.code}
}
const vmValue = toVmValue(value)
deferredPromise.resolve(vmValue)
disposeIfNeeded(vmValue)
} catch (err: any) {
// If abort was triggered, the abort listener already rejected the promise
if (signal?.aborted) {
Expand Down Expand Up @@ -886,10 +865,12 @@ ${transformed.code}
const value = await hostPromise
const vmValue = toVmValue(value)
deferredPromise.resolve(vmValue)
disposeIfNeeded(vmValue)
} catch (err2: any) {
const serialized = err2 instanceof Error ? err2.message : String(err2)
const errValue = vm.newString(serialized)
deferredPromise.reject(errValue)
errValue.dispose()
}
})
).catch(() => {})
Expand Down
70 changes: 70 additions & 0 deletions packages/zai/e2e/data/cache.jsonl

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