diff --git a/app/craco.config.js b/app/craco.config.js index 8e46507..020e688 100644 --- a/app/craco.config.js +++ b/app/craco.config.js @@ -1,36 +1,37 @@ const cracoWasm = require("craco-wasm"); - -/* -{ - "plugins": [ - [ - "formatjs", - { - "idInterpolationPattern": "[sha512:contenthash:base64:6]", - "ast": true - } - ] - ] -} -*/ +const webpack = require("webpack"); module.exports = { + plugins: [ + cracoWasm(), + ], + eslint: { + enable: false + }, + babel: { plugins: [ - cracoWasm(), - ], - eslint: { - enable: false + [ + 'formatjs', + { + removeDefaultMessage: false, + idInterpolationPattern: '[sha512:contenthash:base64:6]', + ast: true + } + ] + ] + }, + webpack: { + configure: { + resolve: { + fallback: { + buffer: require.resolve("buffer"), + }, + }, + plugins: [ + new webpack.ProvidePlugin({ + Buffer: ["buffer", "Buffer"], + }), + ], }, - babel: { - plugins: [ - [ - 'formatjs', - { - removeDefaultMessage: false, - idInterpolationPattern: '[sha512:contenthash:base64:6]', - ast: true - } - ] - ] - } + }, } \ No newline at end of file diff --git a/app/package.json b/app/package.json index 9d12a99..2b690c2 100644 --- a/app/package.json +++ b/app/package.json @@ -13,6 +13,7 @@ "@reduxjs/toolkit": "^1.9.3", "@svgr/webpack": "^6.5.1", "broadcast-channel": "^4.20.2", + "buffer": "^6.0.3", "csv": "^6.2.8", "expiry-set": "^1.0.0", "idb-keyval": "^6.2.0", diff --git a/app/src/chat-manager.ts b/app/src/chat-manager.ts index 5c9131b..9ab024d 100644 --- a/app/src/chat-manager.ts +++ b/app/src/chat-manager.ts @@ -8,7 +8,6 @@ import { createStreamingChatCompletion } from './openai'; import { createTitle } from './titles'; import { ellipsize, sleep } from './utils'; import * as idb from './idb'; -import { selectMessagesToSendSafely } from './tokenizer'; export const channel = new BroadcastChannel('chats'); @@ -145,7 +144,7 @@ export class ChatManager extends EventEmitter { this.emit(chat.id); channel.postMessage({ type: 'chat-update', data: serializeChat(chat) }); - const messagesToSend = selectMessagesToSendSafely(messages.map(getOpenAIMessageFromMessage)); + const messagesToSend = messages.map(getOpenAIMessageFromMessage) const { emitter, cancel } = await createStreamingChatCompletion(messagesToSend, requestedParameters); diff --git a/app/src/components/pages/chat.tsx b/app/src/components/pages/chat.tsx index 4f93fcc..58d7288 100644 --- a/app/src/components/pages/chat.tsx +++ b/app/src/components/pages/chat.tsx @@ -9,7 +9,7 @@ import { useAppContext } from '../../context'; import { backend } from '../../backend'; import { Page } from '../page'; -const Message = React.lazy(() => import(/* webpackChunkName: "message" */ '../message')); +const Message = React.lazy(() => import(/* webpackPreload: true */ '../message')); const Messages = styled.div` max-height: 100%; diff --git a/app/src/openai.ts b/app/src/openai.ts index 0993f4d..07e6afc 100644 --- a/app/src/openai.ts +++ b/app/src/openai.ts @@ -70,7 +70,7 @@ export async function createStreamingChatCompletion(messages: OpenAIMessage[], p const emitter = new EventEmitter(); - const messagesToSend = [...messages].filter(m => m.role !== 'app'); + let messagesToSend = [...messages].filter(m => m.role !== 'app'); for (let i = messagesToSend.length - 1; i >= 0; i--) { const m = messagesToSend[i]; @@ -87,6 +87,8 @@ export async function createStreamingChatCompletion(messages: OpenAIMessage[], p content: (parameters.initialSystemPrompt || defaultSystemPrompt).replace('{{ datetime }}', new Date().toLocaleString()), }); + messagesToSend = await selectMessagesToSendSafely(messagesToSend, 2048); + const eventSource = new SSE('https://api.openai.com/v1/chat/completions', { method: "POST", headers: { @@ -151,4 +153,14 @@ export async function createStreamingChatCompletion(messages: OpenAIMessage[], p emitter, cancel: () => eventSource.close(), }; +} + +async function selectMessagesToSendSafely(messages: OpenAIMessage[], maxTokens: number) { + const { ChatHistoryTrimmer } = await import(/* webpackPreload: true */ './tokenizer/chat-history-trimmer'); + const compressor = new ChatHistoryTrimmer(messages, { + maxTokens, + preserveFirstUserMessage: true, + preserveSystemPrompt: true, + }); + return compressor.process(); } \ No newline at end of file diff --git a/app/src/tiktoken/dist/README.md b/app/src/tiktoken/dist/README.md deleted file mode 100644 index c757851..0000000 --- a/app/src/tiktoken/dist/README.md +++ /dev/null @@ -1,134 +0,0 @@ -# ⏳ tiktoken - -tiktoken is a [BPE](https://en.wikipedia.org/wiki/Byte_pair_encoding) tokeniser for use with -OpenAI's models, forked from the original tiktoken library to provide NPM bindings for Node and other JS runtimes. - -The open source version of `tiktoken` can be installed from NPM: - -``` -npm install @dqbd/tiktoken -``` - -## Usage - -Basic usage follows: - -```typescript -import assert from "node:assert"; -import { get_encoding, encoding_for_model } from "@dqbd/tiktoken"; - -const enc = get_encoding("gpt2"); -assert( - new TextDecoder().decode(enc.decode(enc.encode("hello world"))) === - "hello world" -); - -// To get the tokeniser corresponding to a specific model in the OpenAI API: -const enc = encoding_for_model("text-davinci-003"); - -// Extend existing encoding with custom special tokens -const enc = encoding_for_model("gpt2", { - "<|im_start|>": 100264, - "<|im_end|>": 100265, -}); - -// don't forget to free the encoder after it is not used -enc.free(); -``` - -If desired, you can create a Tiktoken instance directly with custom ranks, special tokens and regex pattern: - -```typescript -import { Tiktoken } from "../pkg"; -import { readFileSync } from "fs"; - -const encoder = new Tiktoken( - readFileSync("./ranks/gpt2.tiktoken").toString("utf-8"), - { "<|endoftext|>": 50256, "<|im_start|>": 100264, "<|im_end|>": 100265 }, - "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)|\\s+" -); -``` - -## Compatibility - -As this is a WASM library, there might be some issues with specific runtimes. If you encounter any issues, please open an issue. - -| Runtime | Status | Notes | -| ------------------- | ------ | ------------------------------------------ | -| Node.js | ✅ | | -| Bun | ✅ | | -| Vite | ✅ | See [here](#vite) for notes | -| Next.js | ✅ | See [here](#nextjs) for notes | -| Vercel Edge Runtime | ✅ | See [here](#vercel-edge-runtime) for notes | -| Cloudflare Workers | 🚧 | Untested | -| Deno | ❌ | Currently unsupported | - -### [Vite](#vite) - -If you are using Vite, you will need to add both the `vite-plugin-wasm` and `vite-plugin-top-level-await`. Add the following to your `vite.config.js`: - -```js -import wasm from "vite-plugin-wasm"; -import topLevelAwait from "vite-plugin-top-level-await"; -import { defineConfig } from "vite"; - -export default defineConfig({ - plugins: [wasm(), topLevelAwait()], -}); -``` - -### [Next.js](#nextjs) - -Both API routes and `/pages` are supported with the following configuration. To overcome issues with importing Node.js version, you can import the package from `@dqbd/tiktoken/bundler` instead. - -```typescript -import { get_encoding } from "@dqbd/tiktoken/bundler"; -import { NextApiRequest, NextApiResponse } from "next"; - -export default function handler(req: NextApiRequest, res: NextApiResponse) { - const encoder = get_encoding("gpt2"); - const message = encoder.encode(`Hello World ${Math.random()}`); - encoder.free(); - return res.status(200).json({ message }); -} -``` - -Additional Webpack configuration is required. - -```typescript -const config = { - webpack(config, { isServer, dev }) { - config.experiments = { - asyncWebAssembly: true, - layers: true, - }; - - return config; - }, -}; -``` - -### [Vercel Edge Runtime](#vercel-edge-runtime) - -Vercel Edge Runtime does support WASM modules by adding a `?module` suffix. Initialize the encoder with the following snippet: - -```typescript -import wasm from "@dqbd/tiktoken/tiktoken_bg.wasm?module"; -import { init, get_encoding } from "@dqbd/tiktoken/init"; - -export const config = { runtime: "edge" }; - -export default async function (req: Request) { - await init((imports) => WebAssembly.instantiate(wasm, imports)); - - const encoder = get_encoding("cl100k_base"); - const tokens = encoder.encode("hello world"); - encoder.free(); - - return new Response(`${encoder.encode("hello world")}`); -} -``` - -## Acknowledgements - -- https://github.com/zurawiki/tiktoken-rs diff --git a/app/src/tiktoken/dist/bundler.d.ts b/app/src/tiktoken/dist/bundler.d.ts deleted file mode 100644 index b80ee30..0000000 --- a/app/src/tiktoken/dist/bundler.d.ts +++ /dev/null @@ -1 +0,0 @@ -export * from "./tiktoken"; \ No newline at end of file diff --git a/app/src/tiktoken/dist/bundler.js b/app/src/tiktoken/dist/bundler.js deleted file mode 100644 index b80ee30..0000000 --- a/app/src/tiktoken/dist/bundler.js +++ /dev/null @@ -1 +0,0 @@ -export * from "./tiktoken"; \ No newline at end of file diff --git a/app/src/tiktoken/dist/init.d.ts b/app/src/tiktoken/dist/init.d.ts deleted file mode 100644 index 6936c12..0000000 --- a/app/src/tiktoken/dist/init.d.ts +++ /dev/null @@ -1,8 +0,0 @@ -/* tslint:disable */ -/* eslint-disable */ -export * from "./tiktoken"; -export function init( - callback: ( - imports: WebAssembly.Imports - ) => Promise -): Promise; \ No newline at end of file diff --git a/app/src/tiktoken/dist/init.js b/app/src/tiktoken/dist/init.js deleted file mode 100644 index eb68346..0000000 --- a/app/src/tiktoken/dist/init.js +++ /dev/null @@ -1,20 +0,0 @@ -import * as imports from "./tiktoken_bg.js"; - -export async function init(cb) { - const res = await cb({ - "./tiktoken_bg.js": imports, - }); - - const instance = - "instance" in res && res.instance instanceof WebAssembly.Instance - ? res.instance - : res instanceof WebAssembly.Instance - ? res - : null; - - if (instance == null) throw new Error("Missing instance"); - imports.__wbg_set_wasm(instance.exports); - return imports; -} - -export * from "./tiktoken_bg.js"; \ No newline at end of file diff --git a/app/src/tiktoken/dist/package.json b/app/src/tiktoken/dist/package.json deleted file mode 100644 index ea87219..0000000 --- a/app/src/tiktoken/dist/package.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "name": "@dqbd/tiktoken", - "version": "1.0.0-alpha.1", - "description": "Javascript bindings for tiktoken", - "license": "MIT", - "repository": { - "type": "git", - "url": "https://github.com/dqbd/tiktoken" - }, - "dependencies": { - "node-fetch": "^3.3.0" - }, - "files": [ - "**/*" - ], - "main": "tiktoken.node.js", - "types": "tiktoken.d.ts", - "exports": { - ".": { - "types": "./tiktoken.d.ts", - "node": "./tiktoken.node.js", - "default": "./tiktoken.js" - }, - "./bundler": { - "types": "./bundler.d.ts", - "default": "./bundler.js" - }, - "./init": { - "types": "./init.d.ts", - "default": "./init.js" - }, - "./tiktoken_bg.wasm": { - "types": "./tiktoken_bg.wasm.d.ts", - "default": "./tiktoken_bg.wasm" - } - } -} \ No newline at end of file diff --git a/app/src/tiktoken/dist/tiktoken.d.ts b/app/src/tiktoken/dist/tiktoken.d.ts deleted file mode 100644 index 0f3d4d5..0000000 --- a/app/src/tiktoken/dist/tiktoken.d.ts +++ /dev/null @@ -1,108 +0,0 @@ -/* tslint:disable */ -/* eslint-disable */ - -export type TiktokenEncoding = "gpt2" | "r50k_base" | "p50k_base" | "p50k_edit" | "cl100k_base"; - -/** - * @param {TiktokenEncoding} encoding - * @param {Record} [extend_special_tokens] - * @returns {Tiktoken} - */ -export function get_encoding(encoding: TiktokenEncoding, extend_special_tokens?: Record): Tiktoken; - - - -export type TiktokenModel = - | "text-davinci-003" - | "text-davinci-002" - | "text-davinci-001" - | "text-curie-001" - | "text-babbage-001" - | "text-ada-001" - | "davinci" - | "curie" - | "babbage" - | "ada" - | "code-davinci-002" - | "code-davinci-001" - | "code-cushman-002" - | "code-cushman-001" - | "davinci-codex" - | "cushman-codex" - | "text-davinci-edit-001" - | "code-davinci-edit-001" - | "text-embedding-ada-002" - | "text-similarity-davinci-001" - | "text-similarity-curie-001" - | "text-similarity-babbage-001" - | "text-similarity-ada-001" - | "text-search-davinci-doc-001" - | "text-search-curie-doc-001" - | "text-search-babbage-doc-001" - | "text-search-ada-doc-001" - | "code-search-babbage-code-001" - | "code-search-ada-code-001" - | "gpt2" - | "gpt-3.5-turbo" - | "gpt-3.5-turbo-0301"; - -/** - * @param {TiktokenModel} encoding - * @param {Record} [extend_special_tokens] - * @returns {Tiktoken} - */ -export function encoding_for_model(model: TiktokenModel, extend_special_tokens?: Record): Tiktoken; - - -/** -*/ -export class Tiktoken { - free(): void; -/** -* @param {string} tiktoken_bfe -* @param {any} special_tokens -* @param {string} pat_str -*/ - constructor(tiktoken_bfe: string, special_tokens: Record, pat_str: string); -/** -* @param {string} text -* @param {any} allowed_special -* @param {any} disallowed_special -* @returns {Uint32Array} -*/ - encode(text: string, allowed_special?: "all" | string[], disallowed_special?: "all" | string[]): Uint32Array; -/** -* @param {string} text -* @returns {Uint32Array} -*/ - encode_ordinary(text: string): Uint32Array; -/** -* @param {string} text -* @param {any} allowed_special -* @param {any} disallowed_special -* @returns {any} -*/ - encode_with_unstable(text: string, allowed_special?: "all" | string[], disallowed_special?: "all" | string[]): any; -/** -* @param {Uint8Array} bytes -* @returns {number} -*/ - encode_single_token(bytes: Uint8Array): number; -/** -* @param {Uint32Array} tokens -* @returns {Uint8Array} -*/ - decode(tokens: Uint32Array): Uint8Array; -/** -* @param {number} token -* @returns {Uint8Array} -*/ - decode_single_token_bytes(token: number): Uint8Array; -/** -* @returns {any} -*/ - token_byte_values(): Array>; -/** -*/ - readonly name: string | undefined; -} diff --git a/app/src/tiktoken/dist/tiktoken.js b/app/src/tiktoken/dist/tiktoken.js deleted file mode 100644 index 5843675..0000000 --- a/app/src/tiktoken/dist/tiktoken.js +++ /dev/null @@ -1,4 +0,0 @@ -import * as wasm from "./tiktoken_bg.wasm"; -import { __wbg_set_wasm } from "./tiktoken_bg.js"; -__wbg_set_wasm(wasm); -export * from "./tiktoken_bg.js"; diff --git a/app/src/tiktoken/dist/tiktoken.node.js b/app/src/tiktoken/dist/tiktoken.node.js deleted file mode 100644 index b933f64..0000000 --- a/app/src/tiktoken/dist/tiktoken.node.js +++ /dev/null @@ -1,425 +0,0 @@ -let imports = {}; -imports['./tiktoken_bg.js'] = module.exports; -let wasm; -const { TextEncoder, TextDecoder } = require(`util`); - -const heap = new Array(128).fill(undefined); - -heap.push(undefined, null, true, false); - -function getObject(idx) { return heap[idx]; } - -let heap_next = heap.length; - -function dropObject(idx) { - if (idx < 132) return; - heap[idx] = heap_next; - heap_next = idx; -} - -function takeObject(idx) { - const ret = getObject(idx); - dropObject(idx); - return ret; -} - -let WASM_VECTOR_LEN = 0; - -let cachedUint8Memory0 = null; - -function getUint8Memory0() { - if (cachedUint8Memory0 === null || cachedUint8Memory0.byteLength === 0) { - cachedUint8Memory0 = new Uint8Array(wasm.memory.buffer); - } - return cachedUint8Memory0; -} - -let cachedTextEncoder = new TextEncoder('utf-8'); - -const encodeString = (typeof cachedTextEncoder.encodeInto === 'function' - ? function (arg, view) { - return cachedTextEncoder.encodeInto(arg, view); -} - : function (arg, view) { - const buf = cachedTextEncoder.encode(arg); - view.set(buf); - return { - read: arg.length, - written: buf.length - }; -}); - -function passStringToWasm0(arg, malloc, realloc) { - - if (realloc === undefined) { - const buf = cachedTextEncoder.encode(arg); - const ptr = malloc(buf.length); - getUint8Memory0().subarray(ptr, ptr + buf.length).set(buf); - WASM_VECTOR_LEN = buf.length; - return ptr; - } - - let len = arg.length; - let ptr = malloc(len); - - const mem = getUint8Memory0(); - - let offset = 0; - - for (; offset < len; offset++) { - const code = arg.charCodeAt(offset); - if (code > 0x7F) break; - mem[ptr + offset] = code; - } - - if (offset !== len) { - if (offset !== 0) { - arg = arg.slice(offset); - } - ptr = realloc(ptr, len, len = offset + arg.length * 3); - const view = getUint8Memory0().subarray(ptr + offset, ptr + len); - const ret = encodeString(arg, view); - - offset += ret.written; - } - - WASM_VECTOR_LEN = offset; - return ptr; -} - -function isLikeNone(x) { - return x === undefined || x === null; -} - -let cachedInt32Memory0 = null; - -function getInt32Memory0() { - if (cachedInt32Memory0 === null || cachedInt32Memory0.byteLength === 0) { - cachedInt32Memory0 = new Int32Array(wasm.memory.buffer); - } - return cachedInt32Memory0; -} - -let cachedTextDecoder = new TextDecoder('utf-8', { ignoreBOM: true, fatal: true }); - -cachedTextDecoder.decode(); - -function getStringFromWasm0(ptr, len) { - return cachedTextDecoder.decode(getUint8Memory0().subarray(ptr, ptr + len)); -} - -function addHeapObject(obj) { - if (heap_next === heap.length) heap.push(heap.length + 1); - const idx = heap_next; - heap_next = heap[idx]; - - heap[idx] = obj; - return idx; -} - -let cachedUint32Memory0 = null; - -function getUint32Memory0() { - if (cachedUint32Memory0 === null || cachedUint32Memory0.byteLength === 0) { - cachedUint32Memory0 = new Uint32Array(wasm.memory.buffer); - } - return cachedUint32Memory0; -} - -function getArrayU32FromWasm0(ptr, len) { - return getUint32Memory0().subarray(ptr / 4, ptr / 4 + len); -} - -function passArray8ToWasm0(arg, malloc) { - const ptr = malloc(arg.length * 1); - getUint8Memory0().set(arg, ptr / 1); - WASM_VECTOR_LEN = arg.length; - return ptr; -} - -function passArray32ToWasm0(arg, malloc) { - const ptr = malloc(arg.length * 4); - getUint32Memory0().set(arg, ptr / 4); - WASM_VECTOR_LEN = arg.length; - return ptr; -} - -function getArrayU8FromWasm0(ptr, len) { - return getUint8Memory0().subarray(ptr / 1, ptr / 1 + len); -} -/** -* @param {string} encoding -* @param {any} extend_special_tokens -* @returns {Tiktoken} -*/ -module.exports.get_encoding = function(encoding, extend_special_tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(encoding, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.get_encoding(retptr, ptr0, len0, addHeapObject(extend_special_tokens)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return Tiktoken.__wrap(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } -}; - -/** -* @param {string} model -* @param {any} extend_special_tokens -* @returns {Tiktoken} -*/ -module.exports.encoding_for_model = function(model, extend_special_tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(model, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.encoding_for_model(retptr, ptr0, len0, addHeapObject(extend_special_tokens)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return Tiktoken.__wrap(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } -}; - -function handleError(f, args) { - try { - return f.apply(this, args); - } catch (e) { - wasm.__wbindgen_export_3(addHeapObject(e)); - } -} -/** -*/ -class Tiktoken { - - static __wrap(ptr) { - const obj = Object.create(Tiktoken.prototype); - obj.ptr = ptr; - - return obj; - } - - __destroy_into_raw() { - const ptr = this.ptr; - this.ptr = 0; - - return ptr; - } - - free() { - const ptr = this.__destroy_into_raw(); - wasm.__wbg_tiktoken_free(ptr); - } - /** - * @param {string} tiktoken_bfe - * @param {any} special_tokens - * @param {string} pat_str - */ - constructor(tiktoken_bfe, special_tokens, pat_str) { - const ptr0 = passStringToWasm0(tiktoken_bfe, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - const ptr1 = passStringToWasm0(pat_str, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len1 = WASM_VECTOR_LEN; - const ret = wasm.tiktoken_new(ptr0, len0, addHeapObject(special_tokens), ptr1, len1); - return Tiktoken.__wrap(ret); - } - /** - * @returns {string | undefined} - */ - get name() { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - wasm.tiktoken_name(retptr, this.ptr); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - let v0; - if (r0 !== 0) { - v0 = getStringFromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - } - return v0; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @param {any} allowed_special - * @param {any} disallowed_special - * @returns {Uint32Array} - */ - encode(text, allowed_special, disallowed_special) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode(retptr, this.ptr, ptr0, len0, addHeapObject(allowed_special), addHeapObject(disallowed_special)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - var r3 = getInt32Memory0()[retptr / 4 + 3]; - if (r3) { - throw takeObject(r2); - } - var v1 = getArrayU32FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 4); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @returns {Uint32Array} - */ - encode_ordinary(text) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode_ordinary(retptr, this.ptr, ptr0, len0); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v1 = getArrayU32FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 4); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @param {any} allowed_special - * @param {any} disallowed_special - * @returns {any} - */ - encode_with_unstable(text, allowed_special, disallowed_special) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode_with_unstable(retptr, this.ptr, ptr0, len0, addHeapObject(allowed_special), addHeapObject(disallowed_special)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return takeObject(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {Uint8Array} bytes - * @returns {number} - */ - encode_single_token(bytes) { - const ptr0 = passArray8ToWasm0(bytes, wasm.__wbindgen_export_0); - const len0 = WASM_VECTOR_LEN; - const ret = wasm.tiktoken_encode_single_token(this.ptr, ptr0, len0); - return ret >>> 0; - } - /** - * @param {Uint32Array} tokens - * @returns {Uint8Array} - */ - decode(tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passArray32ToWasm0(tokens, wasm.__wbindgen_export_0); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_decode(retptr, this.ptr, ptr0, len0); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v1 = getArrayU8FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {number} token - * @returns {Uint8Array} - */ - decode_single_token_bytes(token) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - wasm.tiktoken_decode_single_token_bytes(retptr, this.ptr, token); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v0 = getArrayU8FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - return v0; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @returns {any} - */ - token_byte_values() { - const ret = wasm.tiktoken_token_byte_values(this.ptr); - return takeObject(ret); - } -} -module.exports.Tiktoken = Tiktoken; - -module.exports.__wbindgen_object_drop_ref = function(arg0) { - takeObject(arg0); -}; - -module.exports.__wbindgen_is_undefined = function(arg0) { - const ret = getObject(arg0) === undefined; - return ret; -}; - -module.exports.__wbg_stringify_029a979dfb73aa17 = function() { return handleError(function (arg0) { - const ret = JSON.stringify(getObject(arg0)); - return addHeapObject(ret); -}, arguments) }; - -module.exports.__wbindgen_string_get = function(arg0, arg1) { - const obj = getObject(arg1); - const ret = typeof(obj) === 'string' ? obj : undefined; - var ptr0 = isLikeNone(ret) ? 0 : passStringToWasm0(ret, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - var len0 = WASM_VECTOR_LEN; - getInt32Memory0()[arg0 / 4 + 1] = len0; - getInt32Memory0()[arg0 / 4 + 0] = ptr0; -}; - -module.exports.__wbindgen_error_new = function(arg0, arg1) { - const ret = new Error(getStringFromWasm0(arg0, arg1)); - return addHeapObject(ret); -}; - -module.exports.__wbg_parse_3ac95b51fc312db8 = function() { return handleError(function (arg0, arg1) { - const ret = JSON.parse(getStringFromWasm0(arg0, arg1)); - return addHeapObject(ret); -}, arguments) }; - -module.exports.__wbindgen_throw = function(arg0, arg1) { - throw new Error(getStringFromWasm0(arg0, arg1)); -}; - -const path = require('path').join(__dirname, 'tiktoken_bg.wasm'); -const bytes = require('fs').readFileSync(path); - -const wasmModule = new WebAssembly.Module(bytes); -const wasmInstance = new WebAssembly.Instance(wasmModule, imports); -wasm = wasmInstance.exports; -module.exports.__wasm = wasm; - diff --git a/app/src/tiktoken/dist/tiktoken_bg.js b/app/src/tiktoken/dist/tiktoken_bg.js deleted file mode 100644 index 9c01874..0000000 --- a/app/src/tiktoken/dist/tiktoken_bg.js +++ /dev/null @@ -1,421 +0,0 @@ -let wasm; -export function __wbg_set_wasm(val) { - wasm = val; -} - - -const heap = new Array(128).fill(undefined); - -heap.push(undefined, null, true, false); - -function getObject(idx) { return heap[idx]; } - -let heap_next = heap.length; - -function dropObject(idx) { - if (idx < 132) return; - heap[idx] = heap_next; - heap_next = idx; -} - -function takeObject(idx) { - const ret = getObject(idx); - dropObject(idx); - return ret; -} - -let WASM_VECTOR_LEN = 0; - -let cachedUint8Memory0 = null; - -function getUint8Memory0() { - if (cachedUint8Memory0 === null || cachedUint8Memory0.byteLength === 0) { - cachedUint8Memory0 = new Uint8Array(wasm.memory.buffer); - } - return cachedUint8Memory0; -} - -const lTextEncoder = typeof TextEncoder === 'undefined' ? (0, module.require)('util').TextEncoder : TextEncoder; - -let cachedTextEncoder = new lTextEncoder('utf-8'); - -const encodeString = (typeof cachedTextEncoder.encodeInto === 'function' - ? function (arg, view) { - return cachedTextEncoder.encodeInto(arg, view); -} - : function (arg, view) { - const buf = cachedTextEncoder.encode(arg); - view.set(buf); - return { - read: arg.length, - written: buf.length - }; -}); - -function passStringToWasm0(arg, malloc, realloc) { - - if (realloc === undefined) { - const buf = cachedTextEncoder.encode(arg); - const ptr = malloc(buf.length); - getUint8Memory0().subarray(ptr, ptr + buf.length).set(buf); - WASM_VECTOR_LEN = buf.length; - return ptr; - } - - let len = arg.length; - let ptr = malloc(len); - - const mem = getUint8Memory0(); - - let offset = 0; - - for (; offset < len; offset++) { - const code = arg.charCodeAt(offset); - if (code > 0x7F) break; - mem[ptr + offset] = code; - } - - if (offset !== len) { - if (offset !== 0) { - arg = arg.slice(offset); - } - ptr = realloc(ptr, len, len = offset + arg.length * 3); - const view = getUint8Memory0().subarray(ptr + offset, ptr + len); - const ret = encodeString(arg, view); - - offset += ret.written; - } - - WASM_VECTOR_LEN = offset; - return ptr; -} - -function isLikeNone(x) { - return x === undefined || x === null; -} - -let cachedInt32Memory0 = null; - -function getInt32Memory0() { - if (cachedInt32Memory0 === null || cachedInt32Memory0.byteLength === 0) { - cachedInt32Memory0 = new Int32Array(wasm.memory.buffer); - } - return cachedInt32Memory0; -} - -const lTextDecoder = typeof TextDecoder === 'undefined' ? (0, module.require)('util').TextDecoder : TextDecoder; - -let cachedTextDecoder = new lTextDecoder('utf-8', { ignoreBOM: true, fatal: true }); - -cachedTextDecoder.decode(); - -function getStringFromWasm0(ptr, len) { - return cachedTextDecoder.decode(getUint8Memory0().subarray(ptr, ptr + len)); -} - -function addHeapObject(obj) { - if (heap_next === heap.length) heap.push(heap.length + 1); - const idx = heap_next; - heap_next = heap[idx]; - - heap[idx] = obj; - return idx; -} - -let cachedUint32Memory0 = null; - -function getUint32Memory0() { - if (cachedUint32Memory0 === null || cachedUint32Memory0.byteLength === 0) { - cachedUint32Memory0 = new Uint32Array(wasm.memory.buffer); - } - return cachedUint32Memory0; -} - -function getArrayU32FromWasm0(ptr, len) { - return getUint32Memory0().subarray(ptr / 4, ptr / 4 + len); -} - -function passArray8ToWasm0(arg, malloc) { - const ptr = malloc(arg.length * 1); - getUint8Memory0().set(arg, ptr / 1); - WASM_VECTOR_LEN = arg.length; - return ptr; -} - -function passArray32ToWasm0(arg, malloc) { - const ptr = malloc(arg.length * 4); - getUint32Memory0().set(arg, ptr / 4); - WASM_VECTOR_LEN = arg.length; - return ptr; -} - -function getArrayU8FromWasm0(ptr, len) { - return getUint8Memory0().subarray(ptr / 1, ptr / 1 + len); -} -/** -* @param {string} encoding -* @param {any} extend_special_tokens -* @returns {Tiktoken} -*/ -export function get_encoding(encoding, extend_special_tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(encoding, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.get_encoding(retptr, ptr0, len0, addHeapObject(extend_special_tokens)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return Tiktoken.__wrap(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } -} - -/** -* @param {string} model -* @param {any} extend_special_tokens -* @returns {Tiktoken} -*/ -export function encoding_for_model(model, extend_special_tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(model, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.encoding_for_model(retptr, ptr0, len0, addHeapObject(extend_special_tokens)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return Tiktoken.__wrap(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } -} - -function handleError(f, args) { - try { - return f.apply(this, args); - } catch (e) { - wasm.__wbindgen_export_3(addHeapObject(e)); - } -} -/** -*/ -export class Tiktoken { - - static __wrap(ptr) { - const obj = Object.create(Tiktoken.prototype); - obj.ptr = ptr; - - return obj; - } - - __destroy_into_raw() { - const ptr = this.ptr; - this.ptr = 0; - - return ptr; - } - - free() { - const ptr = this.__destroy_into_raw(); - wasm.__wbg_tiktoken_free(ptr); - } - /** - * @param {string} tiktoken_bfe - * @param {any} special_tokens - * @param {string} pat_str - */ - constructor(tiktoken_bfe, special_tokens, pat_str) { - const ptr0 = passStringToWasm0(tiktoken_bfe, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - const ptr1 = passStringToWasm0(pat_str, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len1 = WASM_VECTOR_LEN; - const ret = wasm.tiktoken_new(ptr0, len0, addHeapObject(special_tokens), ptr1, len1); - return Tiktoken.__wrap(ret); - } - /** - * @returns {string | undefined} - */ - get name() { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - wasm.tiktoken_name(retptr, this.ptr); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - let v0; - if (r0 !== 0) { - v0 = getStringFromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - } - return v0; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @param {any} allowed_special - * @param {any} disallowed_special - * @returns {Uint32Array} - */ - encode(text, allowed_special, disallowed_special) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode(retptr, this.ptr, ptr0, len0, addHeapObject(allowed_special), addHeapObject(disallowed_special)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - var r3 = getInt32Memory0()[retptr / 4 + 3]; - if (r3) { - throw takeObject(r2); - } - var v1 = getArrayU32FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 4); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @returns {Uint32Array} - */ - encode_ordinary(text) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode_ordinary(retptr, this.ptr, ptr0, len0); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v1 = getArrayU32FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 4); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {string} text - * @param {any} allowed_special - * @param {any} disallowed_special - * @returns {any} - */ - encode_with_unstable(text, allowed_special, disallowed_special) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passStringToWasm0(text, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_encode_with_unstable(retptr, this.ptr, ptr0, len0, addHeapObject(allowed_special), addHeapObject(disallowed_special)); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var r2 = getInt32Memory0()[retptr / 4 + 2]; - if (r2) { - throw takeObject(r1); - } - return takeObject(r0); - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {Uint8Array} bytes - * @returns {number} - */ - encode_single_token(bytes) { - const ptr0 = passArray8ToWasm0(bytes, wasm.__wbindgen_export_0); - const len0 = WASM_VECTOR_LEN; - const ret = wasm.tiktoken_encode_single_token(this.ptr, ptr0, len0); - return ret >>> 0; - } - /** - * @param {Uint32Array} tokens - * @returns {Uint8Array} - */ - decode(tokens) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - const ptr0 = passArray32ToWasm0(tokens, wasm.__wbindgen_export_0); - const len0 = WASM_VECTOR_LEN; - wasm.tiktoken_decode(retptr, this.ptr, ptr0, len0); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v1 = getArrayU8FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - return v1; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @param {number} token - * @returns {Uint8Array} - */ - decode_single_token_bytes(token) { - try { - const retptr = wasm.__wbindgen_add_to_stack_pointer(-16); - wasm.tiktoken_decode_single_token_bytes(retptr, this.ptr, token); - var r0 = getInt32Memory0()[retptr / 4 + 0]; - var r1 = getInt32Memory0()[retptr / 4 + 1]; - var v0 = getArrayU8FromWasm0(r0, r1).slice(); - wasm.__wbindgen_export_2(r0, r1 * 1); - return v0; - } finally { - wasm.__wbindgen_add_to_stack_pointer(16); - } - } - /** - * @returns {any} - */ - token_byte_values() { - const ret = wasm.tiktoken_token_byte_values(this.ptr); - return takeObject(ret); - } -} - -export function __wbindgen_object_drop_ref(arg0) { - takeObject(arg0); -}; - -export function __wbindgen_is_undefined(arg0) { - const ret = getObject(arg0) === undefined; - return ret; -}; - -export function __wbg_stringify_029a979dfb73aa17() { return handleError(function (arg0) { - const ret = JSON.stringify(getObject(arg0)); - return addHeapObject(ret); -}, arguments) }; - -export function __wbindgen_string_get(arg0, arg1) { - const obj = getObject(arg1); - const ret = typeof(obj) === 'string' ? obj : undefined; - var ptr0 = isLikeNone(ret) ? 0 : passStringToWasm0(ret, wasm.__wbindgen_export_0, wasm.__wbindgen_export_1); - var len0 = WASM_VECTOR_LEN; - getInt32Memory0()[arg0 / 4 + 1] = len0; - getInt32Memory0()[arg0 / 4 + 0] = ptr0; -}; - -export function __wbindgen_error_new(arg0, arg1) { - const ret = new Error(getStringFromWasm0(arg0, arg1)); - return addHeapObject(ret); -}; - -export function __wbg_parse_3ac95b51fc312db8() { return handleError(function (arg0, arg1) { - const ret = JSON.parse(getStringFromWasm0(arg0, arg1)); - return addHeapObject(ret); -}, arguments) }; - -export function __wbindgen_throw(arg0, arg1) { - throw new Error(getStringFromWasm0(arg0, arg1)); -}; - diff --git a/app/src/tiktoken/dist/tiktoken_bg.wasm b/app/src/tiktoken/dist/tiktoken_bg.wasm deleted file mode 100644 index 727fec7..0000000 Binary files a/app/src/tiktoken/dist/tiktoken_bg.wasm and /dev/null differ diff --git a/app/src/tiktoken/dist/tiktoken_bg.wasm.d.ts b/app/src/tiktoken/dist/tiktoken_bg.wasm.d.ts deleted file mode 100644 index bbdd3f2..0000000 --- a/app/src/tiktoken/dist/tiktoken_bg.wasm.d.ts +++ /dev/null @@ -1,20 +0,0 @@ -/* tslint:disable */ -/* eslint-disable */ -export const memory: WebAssembly.Memory; -export function __wbg_tiktoken_free(a: number): void; -export function tiktoken_new(a: number, b: number, c: number, d: number, e: number): number; -export function tiktoken_name(a: number, b: number): void; -export function tiktoken_encode(a: number, b: number, c: number, d: number, e: number, f: number): void; -export function tiktoken_encode_ordinary(a: number, b: number, c: number, d: number): void; -export function tiktoken_encode_with_unstable(a: number, b: number, c: number, d: number, e: number, f: number): void; -export function tiktoken_encode_single_token(a: number, b: number, c: number): number; -export function tiktoken_decode(a: number, b: number, c: number, d: number): void; -export function tiktoken_decode_single_token_bytes(a: number, b: number, c: number): void; -export function tiktoken_token_byte_values(a: number): number; -export function get_encoding(a: number, b: number, c: number, d: number): void; -export function encoding_for_model(a: number, b: number, c: number, d: number): void; -export function __wbindgen_export_0(a: number): number; -export function __wbindgen_export_1(a: number, b: number, c: number): number; -export function __wbindgen_add_to_stack_pointer(a: number): number; -export function __wbindgen_export_2(a: number, b: number): void; -export function __wbindgen_export_3(a: number): void; diff --git a/app/src/tiktoken/package.json b/app/src/tiktoken/package.json deleted file mode 100644 index 50a63a1..0000000 --- a/app/src/tiktoken/package.json +++ /dev/null @@ -1,31 +0,0 @@ -{ - "name": "@dqbd/tiktoken", - "version": "1.0.0-alpha.1", - "description": "Javascript bindings for tiktoken", - "license": "MIT", - "scripts": { - "build": "run-s build:*", - "build:cleanup": "rm -rf dist/", - "build:rank": "tsx scripts/inline_ranks.ts", - "build:wasm": "run-s wasm:*", - "build:postprocess": "tsx scripts/post_process.ts", - "wasm:bundler": "wasm-pack build --target bundler --release --out-dir dist && rm -rf dist/.gitignore dist/README.md dist/package.json", - "wasm:node": "wasm-pack build --target nodejs --release --out-dir dist/node && rm -rf dist/node/.gitignore dist/node/README.md dist/node/package.json", - "test": "yarn vitest" - }, - "repository": { - "type": "git", - "url": "https://github.com/dqbd/tiktoken" - }, - "dependencies": { - "node-fetch": "^3.3.0" - }, - "devDependencies": { - "@types/node": "^18.14.4", - "npm-run-all": "^4.1.5", - "ts-morph": "^17.0.1", - "tsx": "^3.12.3", - "typescript": "^4.9.5", - "vitest": "^0.28.5" - } -} diff --git a/app/src/tiktoken/tsconfig.json b/app/src/tiktoken/tsconfig.json deleted file mode 100644 index 3c5ff0a..0000000 --- a/app/src/tiktoken/tsconfig.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "compilerOptions": { - "target": "ES2022", - "lib": ["ESNext", "DOM"], - "module": "ES2020", - "moduleResolution": "node", - "strict": true, - "declaration": true, - "outDir": "./dist", - "allowSyntheticDefaultImports": true, - }, - "include": ["./**/*.ts", "./**/*.js"], - "exclude": ["node_modules", "dist"] -} diff --git a/app/src/tokenizer.ts b/app/src/tokenizer.ts deleted file mode 100644 index 231bae5..0000000 --- a/app/src/tokenizer.ts +++ /dev/null @@ -1,104 +0,0 @@ -import { OpenAIMessage } from "./types"; - -let enc: any; - -setTimeout(async () => { - const { encoding_for_model } = await import(/* webpackChunkName: "tiktoken" */ "./tiktoken/dist/tiktoken"); - enc = encoding_for_model("gpt-3.5-turbo"); -}, 2000); - -export function getTokenCount(input: string): number { - return enc.encode(input).length; -} - -export function shortenStringToTokenCount(input: string, targetTokenCount: number) { - const tokens = enc.encode(input); - const buffer = enc.decode(tokens.slice(0, targetTokenCount)); - return new TextDecoder().decode(buffer) + "(...)"; -} - -function serializeChatMLMessage(role: string, content: string) { - const encodedContent = JSON.stringify(content) - .replace(/^"/g, '').replace(/"$/g, ''); - - let chatml = ''; - chatml += `{"token": "<|im_start|>"},\n `; - chatml += `"${role.toLocaleLowerCase}\\n${encodedContent}",\n `; - chatml += `{"token": "<|im_end|>"}, "\\n"`; - - return chatml; -} - -export function getTokenCountForMessages(messages: OpenAIMessage[]): number { - let chatml = '[\n'; - for (let i = 0; i < messages.length; i++) { - const m = messages[i]; - const serializeMessage = serializeChatMLMessage(m.role, m.content); - - chatml += ' ' + serializeMessage; - - if (i < messages.length - 1) { - chatml += ','; - } - chatml += '\n'; - } - chatml += ']'; - return getTokenCount(chatml); -} - -export function selectMessagesToSendSafely(messages: OpenAIMessage[]) { - const maxTokens = 2048; - - if (getTokenCountForMessages(messages) <= maxTokens) { - return messages; - } - - const insertedSystemMessage = serializeChatMLMessage('system', 'Several messages not included due to space constraints'); - const insertedSystemMessageTokenCount = getTokenCount(insertedSystemMessage); - const targetTokens = maxTokens - insertedSystemMessageTokenCount; - const firstUserMessageIndex = messages.findIndex(m => m.role === 'user'); - let output = [...messages]; - - let removed = false; - - // first, remove items in the 'middle' of the conversation until we're under the limit - for (let i = firstUserMessageIndex + 1; i < messages.length - 1; i++) { - if (getTokenCountForMessages(output) > targetTokens) { - output.splice(i, 1); - removed = true; - } - } - - // if we're still over the limit, trim message contents from oldest to newest (excluding the latest) - if (getTokenCountForMessages(output) > targetTokens) { - for (let i = 0; i < output.length - 1 && getTokenCountForMessages(output) > targetTokens; i++) { - output[i].content = shortenStringToTokenCount(output[i].content, 20); - removed = true; - } - } - - // if that still didn't work, just keep the system prompt and the latest message (truncated as needed) - if (getTokenCountForMessages(output) > targetTokens) { - const systemMessage = output.find(m => m.role === 'system')!; - const latestMessage = { ...messages[messages.length - 1] }; - output = [systemMessage, latestMessage]; - removed = true; - - const excessTokens = Math.max(0, getTokenCountForMessages(output) - targetTokens); - - if (excessTokens) { - const tokens = enc.encode(latestMessage.content); - const buffer = enc.decode(tokens.slice(0, Math.max(0, tokens.length - excessTokens))); - latestMessage.content = new TextDecoder().decode(buffer); - } - } - - if (removed) { - output.splice(1, 0, { - role: 'system', - content: 'Several messages not included due to space constraints', - }); - } - - return output; -} \ No newline at end of file diff --git a/app/src/tokenizer/bpe.ts b/app/src/tokenizer/bpe.ts new file mode 100644 index 0000000..e8d5b96 --- /dev/null +++ b/app/src/tokenizer/bpe.ts @@ -0,0 +1,241 @@ +const MAX_NUM_THREADS = 128; + +type MergeRange = { start: number, end: number }; + +export class RankMap { + private values = new Map(); + + public static from(texts: string[]) { + const map = new RankMap(); + for (let i = 0; i < texts.length; i++) { + map.values.set(texts[i], i); + } + return map; + } + + public set(bytes: Uint8Array, rank: number) { + const key = Buffer.from(bytes).toString(); + this.values.set(key, rank); + } + + public get(bytes: Uint8Array) { + const key = Buffer.from(bytes).toString(); + return this.values.get(key); + } + + public keys() { + return Array.from(this.values.keys()).map(k => Buffer.from(k)); + } + + public inverted() { + const inverted = new Map(); + for (const [key, value] of Array.from(this.values.entries())) { + inverted.set(value, new Uint8Array(Buffer.from(key))); + } + return inverted; + } +} + +function bytePairMerge(piece: Uint8Array, ranks: RankMap): MergeRange[] { + let parts: MergeRange[] = Array.from({ length: piece.length }, (_, i) => ({ start: i, end: i + 1 })); + while (true) { + if (parts.length === 1) { + break; + } + let minRank: [number, number] | null = null; + for (let i = 0; i < parts.length - 1; i++) { + const rank = ranks.get(piece.slice(parts[i].start, parts[i + 1].end)); + if (rank === undefined) { + continue; + } + if (minRank === null || rank < minRank[0]) { + minRank = [rank, i]; + } + } + if (minRank !== null) { + const [_, i] = minRank; + parts[i] = { start: parts[i].start, end: parts[i + 1].end }; + parts.splice(i + 1, 1); + } else { + break; + } + } + return parts; +} + +function bytePairEncode(piece: Uint8Array, ranks: RankMap): number[] { + if (piece.length === 1) { + return [ranks.get(piece)!]; + } + return bytePairMerge(piece, ranks).map((p) => ranks.get(piece.slice(p.start, p.end))!); +} + +function bytePairSplit(piece: Uint8Array, ranks: RankMap): Uint8Array[] { + if (piece.length === 1) { + return [piece]; + } + return bytePairMerge(piece, ranks).map((p) => piece.slice(p.start, p.end)); +} + +export class CoreBPE { + encoder: RankMap; + specialTokensEncoder: Map; + decoder: Map; + specialTokensDecoder: Map; + regexTls: RegExp[]; + specialRegexTls: RegExp[]; + sortedTokenBytes: Uint8Array[]; + + constructor( + encoder: RankMap, + specialTokensEncoder: Map, + regex: RegExp + ) { + const specialRegex = new RegExp( + Array.from(specialTokensEncoder.keys()) + .map((s) => s.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&")) + .join("|") + ); + + const decoder: Map = encoder.inverted(); + + const specialTokensDecoder: Map = new Map( + Array.from(specialTokensEncoder.entries()).map(([k, v]) => [v, new Uint8Array(Buffer.from(k))]) + ); + const sortedTokenBytes: Uint8Array[] = Array.from(encoder.keys()); + sortedTokenBytes.sort((a, b) => Buffer.compare(a, b)); + + this.encoder = encoder; + this.specialTokensEncoder = specialTokensEncoder; + this.decoder = decoder; + this.specialTokensDecoder = specialTokensDecoder; + this.regexTls = Array(MAX_NUM_THREADS).fill(regex); + this.specialRegexTls = Array(MAX_NUM_THREADS).fill(specialRegex); + this.sortedTokenBytes = sortedTokenBytes; + } + + private _getTlRegex(): RegExp { + return this.regexTls[Math.floor(Math.random() * MAX_NUM_THREADS)]; + } + + private _getTlSpecialRegex(): RegExp { + return this.specialRegexTls[Math.floor(Math.random() * MAX_NUM_THREADS)]; + } + + private _decodeNative(tokens: number[]): Uint8Array { + const ret: number[] = []; + for (const token of tokens) { + const tokenBytes = this.decoder.get(token) || this.specialTokensDecoder.get(token)!; + ret.push(...Array.from(tokenBytes)); + } + return new Uint8Array(ret); + } + + private _encodeOrdinaryNative(text: string): number[] { + const regex = this._getTlRegex(); + const ret: number[] = []; + let match: RegExpExecArray | null; + while ((match = regex.exec(text)) !== null) { + const piece = new Uint8Array(Buffer.from(match[0])); + const token = this.encoder.get(piece); + if (token !== undefined) { + ret.push(token); + continue; + } + ret.push(...bytePairEncode(piece, this.encoder)); + } + return ret; + } + + private _encodeNative(text: string, allowedSpecial: Set): [number[], number] { + const specialRegex = this._getTlSpecialRegex(); + const regex = this._getTlRegex(); + const ret: number[] = []; + + let start = 0; + let lastPieceTokenLen = 0; + while (true) { + let nextSpecial: RegExpExecArray | null; + let startFind = start; + while (true) { + nextSpecial = specialRegex.exec(text.slice(startFind)); + if (nextSpecial === null || allowedSpecial.has(nextSpecial[0])) { + break; + } + startFind = nextSpecial.index + 1; + } + const end = nextSpecial === null ? text.length : nextSpecial.index; + let match: RegExpExecArray | null; + while ((match = regex.exec(text.slice(start, end))) !== null) { + const piece = new Uint8Array(Buffer.from(match[0])); + const token = this.encoder.get(piece); + if (token !== undefined) { + lastPieceTokenLen = 1; + ret.push(token); + continue; + } + const tokens = bytePairEncode(piece, this.encoder); + lastPieceTokenLen = tokens.length; + ret.push(...tokens); + } + + if (nextSpecial === null) { + break; + } + const piece = nextSpecial[0]; + const token = this.specialTokensEncoder.get(piece)!; + ret.push(token); + start = nextSpecial.index + piece.length; + lastPieceTokenLen = 0; + } + return [ret, lastPieceTokenLen]; + } + + encodeOrdinary(text: string): number[] { + return this._encodeOrdinaryNative(text); + } + + encode(text: string, allowedSpecial: Set): number[] { + return this._encodeNative(text, allowedSpecial)[0]; + } + + encodeWithUnstable(text: string, allowedSpecial: Set): [number[], Set] { + throw new Error("Not implemented"); + } + + encodeSingleToken(piece: Uint8Array): number { + const token = this.encoder.get(piece); + if (token !== undefined) { + return token; + } + const pieceStr = Buffer.from(piece).toString("utf-8"); + if (this.specialTokensEncoder.has(pieceStr)) { + return this.specialTokensEncoder.get(pieceStr)!; + } + throw new Error("Key not found"); + } + + encodeSinglePiece(piece: Uint8Array): number[] { + const token = this.encoder.get(piece); + if (token !== undefined) { + return [token]; + } + return bytePairEncode(piece, this.encoder); + } + + decodeBytes(tokens: number[]): Uint8Array { + return this._decodeNative(tokens); + } + + decodeSingleTokenBytes(token: number): Uint8Array { + const bytes = this.decoder.get(token) || this.specialTokensDecoder.get(token); + if (bytes !== undefined) { + return bytes; + } + throw new Error("Key not found"); + } + + tokenByteValues(): Uint8Array[] { + return this.sortedTokenBytes; + } +} \ No newline at end of file diff --git a/app/src/tokenizer/chat-history-trimmer.ts b/app/src/tokenizer/chat-history-trimmer.ts new file mode 100644 index 0000000..62c6897 --- /dev/null +++ b/app/src/tokenizer/chat-history-trimmer.ts @@ -0,0 +1,122 @@ +import { OpenAIMessage } from '../types'; +import * as tokenizer from '.'; + +export interface ChatHistoryTrimmerOptions { + maxTokens: number, + nMostRecentMessages?: number, + preserveSystemPrompt: boolean, + preserveFirstUserMessage: boolean, +} + +export class ChatHistoryTrimmer { + private output: OpenAIMessage[] = []; + + constructor(private messages: OpenAIMessage[], + private readonly options: ChatHistoryTrimmerOptions) { + } + + private countExcessTokens() { + return Math.max(0, tokenizer.countTokensForMessages(this.output) - this.options.maxTokens); + } + + public process() { + this.output = this.messages.map(m => ({ ...m })); + + if (this.options.nMostRecentMessages) { + this.output = this.removeUnwantedMessagesStrategy(); + } + + let excessTokens = this.countExcessTokens(); + + if (excessTokens === 0) { + return this.output; + } + + this.output = this.removeMessagesStrategy(); + + excessTokens = this.countExcessTokens(); + if (excessTokens === 0) { + return this.output; + } + + this.output = this.trimMessagesStrategy(excessTokens); + + excessTokens = this.countExcessTokens(); + if (excessTokens === 0) { + return this.output; + } + + const last = this.messages[this.messages.length - 1]; + this.output = [ + tokenizer.truncateMessage(last, this.options.maxTokens), + ] + + return this.output; + } + + private removeUnwantedMessagesStrategy() { + const systemPromptIndex = this.messages.findIndex(m => m.role === 'system'); + const firstUserMessageIndex = this.messages.findIndex(m => m.role === 'user'); + const keepFromIndex = this.messages.length - (this.options.nMostRecentMessages || 1); + + const output: OpenAIMessage[] = []; + + for (let i = 0; i < this.output.length; i++) { + if (i === systemPromptIndex && this.options.preserveSystemPrompt) { + output.push(this.output[i]); + } else if (i === firstUserMessageIndex && this.options.preserveFirstUserMessage) { + output.push(this.output[i]); + } else if (i >= keepFromIndex) { + output.push(this.output[i]); + } + } + + return output; + } + + private removeMessagesStrategy() { + const systemPromptIndex = this.messages.findIndex(m => m.role === 'system'); + const firstUserMessageIndex = this.messages.findIndex(m => m.role === 'user'); + const lastMessageIndex = this.messages.length - 1; + + const output: OpenAIMessage[] = [...this.output]; + + for (let i = 0; i < this.output.length && tokenizer.countTokensForMessages(output) > this.options.maxTokens; i++) { + if (i == lastMessageIndex) { + continue; + } + if (i !== systemPromptIndex && !this.options.preserveSystemPrompt) { + continue; + } + if (i !== firstUserMessageIndex && this.options.preserveFirstUserMessage) { + continue; + } + output[i].content = ''; + } + + return output.filter(m => m.content.length > 0); + } + + private trimMessagesStrategy(excessTokens: number) { + const systemPromptIndex = this.output.findIndex(m => m.role === 'system'); + const firstUserMessageIndex = this.output.findIndex(m => m.role === 'user'); + const lastMessageIndex = this.output.length - 1; + + const output: OpenAIMessage[] = [...this.output]; + const truncateLength = Math.floor(excessTokens / this.output.length); + + for (let i = 0; i < this.output.length && tokenizer.countTokensForMessages(output) > this.options.maxTokens; i++) { + if (i === lastMessageIndex) { + continue; + } + if (i === systemPromptIndex && this.options.preserveSystemPrompt) { + continue; + } + if (i === firstUserMessageIndex && this.options.preserveFirstUserMessage) { + continue; + } + output[i] = tokenizer.truncateMessage(output[i], truncateLength); + } + return output.filter(m => m.content.length > 0); + } +} \ No newline at end of file diff --git a/app/src/tokenizer/cl100k_base.json b/app/src/tokenizer/cl100k_base.json new file mode 100644 index 0000000..0ea9c30 --- /dev/null +++ b/app/src/tokenizer/cl100k_base.json @@ -0,0 +1 @@ +["!","\"","#","$","%","&","'","(",")","*","+",",","-",".","/","0","1","2","3","4","5","6","7","8","9",":",";","<","=",">","?","@","A","B","C","D","E","F","G","H","I","J","K","L","M","N","O","P","Q","R","S","T","U","V","W","X","Y","Z","[","\\","]","^","_","`","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","{","|","}","~","�","\u0000","\u0001","\u0002","\u0003","\u0004","\u0005","\u0006","\u0007","\b","\t","\n","\u000b","\f","\r","\u000e","\u000f","\u0010","\u0011","\u0012","\u0013","\u0014","\u0015","\u0016","\u0017","\u0018","\u0019","\u001a","\u001b","\u001c","\u001d","\u001e","\u001f"," ",""," "," ","in"," t"," ","er"," ","on"," 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astonished","Bush","(itemId"," detachment"," Encore","尔"," rekl"," cram",")$/",".getHost","_recommend","-HT","_calibration","Authenticate",".firebaseapp","UNIX","\tCamera"," HEAP","Ideal",".office"," goofy","(Symbol"," jouer","_partitions"," rapidement"," GNUNET","idUser"," supervise","(Contact","AWN","じ"," naam"," aust","在线","_softmax","AllowAnonymous","ammable","ROUTE","*D"," aden"," Cristina"," Cristiano"," bloodstream","subclass","_persona","CHILD","-know"," navigationOptions"," Zukunft"," Pixar","Tyler"," underworld"," sincerity"," dispenser"," kter","idders",".addNode","-checked"," keyst"," WTO",".signals"," adventurer"," Pang","\\R","=pos"," dispensaries"," Closet","(\"{\\\"","ideon"," nécessaire","()\"\n","_RECEIVED"," résultats"," moden"," Icelandic",";d",".allowed","(newUser"," merciless",".WaitFor"," daycare"," Conveyor"] \ No newline at end of file diff --git a/app/src/tokenizer/index.ts b/app/src/tokenizer/index.ts new file mode 100644 index 0000000..2be6759 --- /dev/null +++ b/app/src/tokenizer/index.ts @@ -0,0 +1,66 @@ +import { OpenAIMessage } from "../types"; +import { CoreBPE, RankMap } from "./bpe"; +import ranks from './cl100k_base.json'; + +const special_tokens: any = { + "<|endoftext|>": 100257, + "<|fim_prefix|>": 100258, + "<|fim_middle|>": 100259, + "<|fim_suffix|>": 100260, + "<|endofprompt|>": 100276, +}; + +const special_tokens_map = new Map(); +for (const text of Object.keys(special_tokens)) { + special_tokens_map.set(text, special_tokens_map[text]); +} + +const pattern = /('s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}{1,3}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+/giu; + +const tokenizer = new CoreBPE(RankMap.from(ranks), special_tokens_map, pattern); +(window as any).tokenizer = tokenizer; + +const overheadTokens = { + perMessage: 5, + perPrompt: 2, +} + +const tokenCache = new Map(); + +export function countTokensForText(text: string) { + const cacheKey = text; + if (tokenCache.has(cacheKey)) { + return tokenCache.get(cacheKey)!; + } + let t1 = Date.now(); + const tokens = tokenizer.encodeOrdinary(text).length; + tokenCache.set(cacheKey, tokens); + return tokens; +} + +export function countTokensForMessage(message: OpenAIMessage) { + return countTokensForText(message.content) + overheadTokens.perMessage; +} + +export function countTokensForMessages(messages: OpenAIMessage[]) { + let tokens = overheadTokens.perPrompt; + for (const m of messages) { + tokens += countTokensForMessage(m); + } + return tokens; +} + +export function truncateText(text: string, tokens: number) { + const encoded = tokenizer.encodeOrdinary(text); + const decoded = tokenizer.decodeBytes(encoded.slice(0, Math.max(0, tokens))); + return new TextDecoder().decode(decoded); +} + +export function truncateMessage(message: OpenAIMessage, tokens: number) { + const encoded = tokenizer.encodeOrdinary(message.content); + const decoded = tokenizer.decodeBytes(encoded.slice(0, Math.max(0, tokens - overheadTokens.perMessage))); + return { + role: message.role, + content: new TextDecoder().decode(decoded), + }; +} \ No newline at end of file