feat: preserve pages and compress context
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@@ -1,4 +1,14 @@
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import type { ContextCompressionSettings } from '../../shared/contracts'
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import {
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estimateContextInputTokens,
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estimateMessagesTokens,
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getEffectiveContextTriggerTokens
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} from '../../shared/context-window'
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export {
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estimateMessagesTokens,
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estimateTextTokens
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} from '../../shared/context-window'
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export type CompressibleConversationMessage = {
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role: 'user' | 'assistant'
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@@ -12,34 +22,6 @@ export type ContextCompressionPlan = {
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effectiveTriggerTokens: number
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}
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const reservedOutputAndSafetyTokens = 12_000
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const estimatedRequestOverheadTokens = 4_000
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export function estimateTextTokens(value: string): number {
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let asciiCharacters = 0
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let nonAsciiCharacters = 0
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for (const character of value) {
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if (character.codePointAt(0)! <= 0x7f) {
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asciiCharacters += 1
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} else {
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nonAsciiCharacters += 1
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}
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}
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return Math.max(
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1,
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Math.ceil(asciiCharacters / 4 + nonAsciiCharacters)
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)
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}
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export function estimateMessagesTokens(
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messages: readonly CompressibleConversationMessage[]
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): number {
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return messages.reduce(
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(total, message) => total + estimateTextTokens(message.content) + 4,
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0
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)
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}
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function groupConversationTurns(
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messages: readonly CompressibleConversationMessage[]
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): CompressibleConversationMessage[][] {
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@@ -61,24 +43,19 @@ function groupConversationTurns(
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export function planContextCompression(input: {
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history: readonly CompressibleConversationMessage[]
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prompt: string
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summaryTokens?: number
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settings: ContextCompressionSettings
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contextWindowTokens?: number
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}): ContextCompressionPlan | undefined {
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const estimatedInputTokens =
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estimateMessagesTokens(input.history) +
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estimateTextTokens(input.prompt) +
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estimatedRequestOverheadTokens
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const contextLimitedTrigger =
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input.contextWindowTokens === undefined
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? input.settings.triggerTokens
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: Math.max(
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8_000,
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input.contextWindowTokens - reservedOutputAndSafetyTokens
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)
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const effectiveTriggerTokens = Math.min(
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input.settings.triggerTokens,
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contextLimitedTrigger
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)
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const estimatedInputTokens = estimateContextInputTokens({
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history: input.history,
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prompt: input.prompt,
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summaryTokens: input.summaryTokens
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})
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const effectiveTriggerTokens = getEffectiveContextTriggerTokens({
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triggerTokens: input.settings.triggerTokens,
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contextWindowTokens: input.contextWindowTokens
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})
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if (estimatedInputTokens < effectiveTriggerTokens) {
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return undefined
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}
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