From 6dc105c69a844a517b748802b0686f0dc73ff68a Mon Sep 17 00:00:00 2001 From: kwaroran Date: Thu, 29 Jun 2023 00:25:51 +0900 Subject: [PATCH] [feat] hypamemory first commit --- package.json | 2 + pnpm-lock.yaml | 420 +++++++++++++++++++++- src/ts/process/index.ts | 2 +- src/ts/process/memory/hypamemory.ts | 139 +++++++ src/ts/process/{ => memory}/supaMemory.ts | 197 ++++++++-- 5 files changed, 727 insertions(+), 33 deletions(-) create mode 100644 src/ts/process/memory/hypamemory.ts rename src/ts/process/{ => memory}/supaMemory.ts (52%) diff --git a/package.json b/package.json index 46cdf4be..c18aa866 100644 --- a/package.json +++ b/package.json @@ -18,6 +18,7 @@ "@dqbd/tiktoken": "^1.0.4", "@mlc-ai/web-tokenizers": "^0.1.0", "@tauri-apps/api": "1.4.0", + "@xenova/transformers": "^2.3.0", "blueimp-md5": "^2.19.0", "body-parser": "^1.20.2", "buffer": "^6.0.3", @@ -33,6 +34,7 @@ "localforage": "^1.10.0", "lodash": "^4.17.21", "lucide-svelte": "^0.130.0", + "ml-distance": "^4.0.1", 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sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==} engines: {node: '>= 6'} diff --git a/src/ts/process/index.ts b/src/ts/process/index.ts index fe073a59..e7269dd7 100644 --- a/src/ts/process/index.ts +++ b/src/ts/process/index.ts @@ -11,7 +11,7 @@ import { stableDiff } from "./stableDiff"; import { processScript, processScriptFull } from "./scripts"; import { exampleMessage } from "./exampleMessages"; import { sayTTS } from "./tts"; -import { supaMemory } from "./supaMemory"; +import { supaMemory } from "./memory/supaMemory"; import { v4 } from "uuid"; import { cloneDeep } from "lodash"; import { groupOrder } from "./group"; diff --git a/src/ts/process/memory/hypamemory.ts b/src/ts/process/memory/hypamemory.ts new file mode 100644 index 00000000..5133f4b9 --- /dev/null +++ b/src/ts/process/memory/hypamemory.ts @@ -0,0 +1,139 @@ +import localforage from "localforage"; +import { similarity } from "ml-distance"; +import { globalFetch } from "src/ts/storage/globalApi"; + + +export class HypaProcesser{ + oaikey:string + vectors:memoryVector[] + forage:LocalForage + + constructor(){ + this.forage = localforage.createInstance({ + name: "hypaVector" + }) + } + + async embedDocuments(texts: string[]): Promise { + const subPrompts = chunkArray(texts,512); + + const embeddings: number[][] = []; + + for (let i = 0; i < subPrompts.length; i += 1) { + const input = subPrompts[i]; + + const data = await this.getEmbeds(input) + + embeddings.push(...data); + } + + return embeddings; + } + + + async getEmbeds(input:string[]|string) { + const gf = await globalFetch("https://api.openai.com/v1/embeddings", { + headers: { + "Authorization": "Bearer " + this.oaikey + }, + body: { + "input": input, + "model": "text-embedding-ada-002" + } + }) + const data = gf.data + + + if(!gf.ok){ + throw gf.data + } + + const result:number[][] = [] + for(let i=0;i { + for(let i=0;i ({ + content: texts[idx], + embedding + })); + + for(let i=0;i result[0]); + } + + async similaritySearchVectorWithScore( + query: number[], + ): Promise<[string, number][]> { + const memoryVectors = this.vectors + const searches = memoryVectors + .map((vector, index) => ({ + similarity: similarity.cosine(query, vector.embedding), + index, + })) + .sort((a, b) => (a.similarity > b.similarity ? -1 : 0)) + + const result: [string, number][] = searches.map((search) => [ + memoryVectors[search.index].content, + search.similarity, + ]); + + return result; + } +} + + +type memoryVector = { + embedding:number[] + content:string, + alreadySaved?:boolean +} + +const chunkArray = (arr: T[], chunkSize: number) => + arr.reduce((chunks, elem, index) => { + const chunkIndex = Math.floor(index / chunkSize); + const chunk = chunks[chunkIndex] || []; + chunks[chunkIndex] = chunk.concat([elem]); + return chunks; +}, [] as T[][]); \ No newline at end of file diff --git a/src/ts/process/supaMemory.ts b/src/ts/process/memory/supaMemory.ts similarity index 52% rename from src/ts/process/supaMemory.ts rename to src/ts/process/memory/supaMemory.ts index 27baa9c0..924f8d57 100644 --- a/src/ts/process/supaMemory.ts +++ b/src/ts/process/memory/supaMemory.ts @@ -1,8 +1,11 @@ import { get } from "svelte/store"; -import type { OpenAIChat } from "."; -import { DataBase, type Chat, type character, type groupChat } from "../storage/database"; -import { tokenize, type ChatTokenizer } from "../tokenizer"; -import { requestChatData } from "./request"; +import type { OpenAIChat } from ".."; +import { DataBase, type Chat, type character, type groupChat } from "../../storage/database"; +import { tokenize, type ChatTokenizer } from "../../tokenizer"; +import { requestChatData } from "../request"; +import { cloneDeep } from "lodash"; +import { HypaProcesser } from "./hypamemory"; +import { stringlizeChat } from "../stringlize"; export async function supaMemory( chats:OpenAIChat[], @@ -10,7 +13,8 @@ export async function supaMemory( maxContextTokens:number, room:Chat, char:character|groupChat, - tokenizer:ChatTokenizer + tokenizer:ChatTokenizer, + arg:{asHyper?:boolean} = {} ): Promise<{ currentTokens: number; chats: OpenAIChat[]; error?:string; memory?:string;lastId?:string}>{ const db = get(DataBase) @@ -32,33 +36,98 @@ export async function supaMemory( } let supaMemory = '' + let hypaChunks:string[] = [] let lastId = '' + let HypaData:HypaData[] = [] if(room.supaMemoryData && room.supaMemoryData.length > 4){ const splited = room.supaMemoryData.split('\n') - const id = splited.splice(0,1)[0] + let id = splited.splice(0,1)[0] const data = splited.join('\n') - let i =0; - while(true){ - if(chats.length === 0){ - return { - currentTokens: currentTokens, - chats: chats, - error: "SupaMemory: chat ID not found" - } - } - if(chats[0].memo === id){ - lastId = id - break - } - currentTokens -= await tokenizer.tokenizeChat(chats[0]) - chats.splice(0, 1) - i += 1 - } + if(arg.asHyper && (!id.startsWith("hypa:"))){ + supaMemory = "" - supaMemory = data - currentTokens += await tokenize(supaMemory) + } + else{ + if(id.startsWith("hypa:")){ + + if((!arg.asHyper)){ + return { + currentTokens: currentTokens, + chats: chats, + error: "SupaMemory: Data saved in hypaMemory, loaded as SupaMemory." + } + } + + HypaData = JSON.parse(data.substring(0,5).trim()) + if(!Array.isArray(HypaData)){ + return { + currentTokens: currentTokens, + chats: chats, + error: "hypaMemory: hypaMemory isn't Array" + } + } + + let indexSelected = -1 + for(let i=0;i r.role !== 'system' && r.role !== 'function') + const s = await hypa.similaritySearch(stringlizeChat(filteredChat.slice(0, 4))) + hypaResult = s.slice(0,4).join("\n\n") + currentTokens += await tokenizer.tokenizeChat({ + role: "assistant", + content: hypaResult + }) + } + while(currentTokens > maxContextTokens){ const beforeToken = currentTokens let maxChunkSize = maxContextTokens > 3500 ? 1200 : Math.floor(maxContextTokens / 3) @@ -181,7 +264,11 @@ export async function supaMemory( const tokens = await tokenizer.tokenizeChat(cont) if((chunkSize + tokens) > maxChunkSize){ if(stringlizedChat === ''){ - stringlizedChat += `${cont.role === 'assistant' ? char.type === 'group' ? '' : char.name : db.username}: ${cont.content}\n\n` + + + if(cont.role !== 'function' && cont.role !== 'system'){ + stringlizedChat += `${cont.role === 'assistant' ? char.type === 'group' ? '' : char.name : db.username}: ${cont.content}\n\n` + } } lastId = cont.memo break @@ -203,13 +290,67 @@ export async function supaMemory( const tokenz = await tokenize(result + '\n\n') currentTokens += tokenz supaMemory += result.replace(/\n+/g,'\n') + '\n\n' + + let SupaMemoryList = supaMemory.split('\n\n') + if(SupaMemoryList.length >= 5){ + const oldSupaMemory = supaMemory + let modifies:string[] = [] + for(let i=0;i<3;i++){ + modifies.push(SupaMemoryList.shift()) + } + hypaChunks.push(...modifies) + + const result = await summarize(supaMemory) + if(typeof(result) !== 'string'){ + return result + } + + modifies.unshift(result.replace(/\n+/g,'\n')) + supaMemory = modifies.join('\n\n') + '\n\n' + + currentTokens -= await tokenize(oldSupaMemory) + currentTokens += await tokenize(supaMemory) + } } } chats.unshift({ role: "system", - content: supaMemory + content: supaMemory, + name: "supaMemory" }) + + + + if(arg.asHyper){ + if(hypaResult !== ''){ + chats.unshift({ + role: "assistant", + content: hypaResult + }) + } + + if(HypaData[0] && HypaData[0].id === lastId){ + HypaData[0].hypa = hypaChunks + HypaData[0].supa = supaMemory + } + else{ + HypaData.push({ + id: lastId, + hypa: hypaChunks, + supa: supaMemory + }) + } + + return { + currentTokens: currentTokens, + chats: chats, + memory: JSON.stringify(HypaData, null, 2), + lastId: lastId + } + + } + return { currentTokens: currentTokens, chats: chats, @@ -224,3 +365,5 @@ export async function supaMemory( } } +type HypaData = {id:string,supa:string,hypa:string[]} +