forked from snxraven/llama-cpp-python-djs-bot
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e12f518bd7
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e12f518bd7 |
1
.gitignore
vendored
1
.gitignore
vendored
@ -1,2 +1,3 @@
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.env
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.env
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node_modules/
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node_modules/
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package-lock.json
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19
README.md
19
README.md
@ -32,9 +32,6 @@ Define a generateResponse function that sends a request to the GPT-3 API to gene
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Call the generateResponse function within the messageCreate event listener function.
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Call the generateResponse function within the messageCreate event listener function.
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# Backend REQUIIRED
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# Backend REQUIIRED
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The HTTP Server from https://abetlen.github.io/llama-cpp-python/ is required to use this bot.
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The HTTP Server from https://abetlen.github.io/llama-cpp-python/ is required to use this bot.
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@ -51,7 +48,7 @@ python3 -m llama_cpp.server
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Navigate to http://localhost:8000/docs to see the OpenAPI documentation.
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Navigate to http://localhost:8000/docs to see the OpenAPI documentation.
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# Static Usage
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# Usage
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1) Use ```npm i ```
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1) Use ```npm i ```
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@ -63,19 +60,5 @@ Navigate to http://localhost:8000/docs to see the OpenAPI documentation.
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6) Run the bot ```node llamabot.js ```
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6) Run the bot ```node llamabot.js ```
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# Docker Compose
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This will automatically configure the API for you as well as the bot in two seperate containers within a stack.
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1. `git clone https://git.ssh.surf/snxraven/llama-cpp-python-djs-bot.git`
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2. `cp default.env .env`
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3. Set DATA_DIR in .env to the exact location of your model files.
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4. Edit docker-compose.yaml MODEL to ensure the correct model bin is set
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5. `docker compose up -d`
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Want to make this better? Issue a pull request!
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Want to make this better? Issue a pull request!
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43
default.env
43
default.env
@ -1,48 +1,5 @@
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# Discord Token
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THE_TOKEN = "DISCORD_TOKEN_HERE"
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THE_TOKEN = "DISCORD_TOKEN_HERE"
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# The Channel IDs the bot will operate in seperated by commas
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CHANNEL_IDS = 1094494101631680653,1094628334727614605
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CHANNEL_IDS = 1094494101631680653,1094628334727614605
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# The INIT prompt for all conversations.
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INIT_PROMPT = "Assistant name: ChatAI. You code, write and provide any information without any mistakes."
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# Loading Emebed Refresh Timing
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REFRESH_INTERVAL=10
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# When a message is too large for discord we chunk the response into seperate messages.
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# To ensure we do not rate limit the bot we send these at a delay interval.
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# DEFAULT: 3 a good setting is between 3 and 7 seconds.
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OVERFLOW_DELAY=3
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# Max Content to fetch from given URLs
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MAX_CONTENT_LENGTH=2000
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# Max tokens for Generations
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MAX_TOKENS = 1024
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# ROOT_IP is only used when running the bot without docker compose
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ROOT_IP = 192.168.0.15
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ROOT_IP = 192.168.0.15
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# PORT is only used when running the bot without docker compose
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ROOT_PORT = 8000
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ROOT_PORT = 8000
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# Directory to your models (llama.cpp specfic settings)
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DATA_DIR = /home/USERNAME/weights
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DATA_DIR = /home/USERNAME/weights
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# Enable Expirmental Message Caches (Limited to single session)
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# Cache will use ~1.4 GB or MORE of RAM. ONLY ENABLE IF YOUR SYSTEM CAN HANDLE THIS.
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CACHE = 1
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# Set number of threads to use, currently, a standard thread will utilize 1 whole core
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# I usually will set this between all cores I physcally have OR 2 cores less to allow for other processes.
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N_THREADS = 4
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# Always use MMAP unless you know what you are doing
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USE_MMAP=1
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# Only use MLOCK if you know what it does!
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USE_MLOCK=0
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# The higher the number the more hard core.
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REPEAT_PENALTY=1
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@ -8,10 +8,10 @@ services:
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context: ./server
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context: ./server
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env_file: .env
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env_file: .env
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volumes:
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volumes:
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- ${DATA_DIR}:/usr/src/app/models
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- ${DATA_DIR}/weights:/usr/src/app/models
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environment:
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environment:
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- HOST=llama-python-server
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- HOST=llama-python-server
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- MODEL=./models/ggml-vic7b-q4_0.bin
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- MODEL=./models/gpt4-x-alpaca-13b-native-4bit-128g.bin
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llama-python-djs-bot:
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llama-python-djs-bot:
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container_name: llama-python-djs-bot
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container_name: llama-python-djs-bot
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restart: unless-stopped
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restart: unless-stopped
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@ -21,8 +21,6 @@ services:
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- llama-python-server
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- llama-python-server
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environment:
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environment:
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- THE_TOKEN
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- THE_TOKEN
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- REFRESH_INTERVAL
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- CHANNEL_IDS
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- CHANNEL_IDS
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- ROOT_IP=llama-python-server
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- ROOT_IP=llama-python-server
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- ROOT_PORT=8000
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- ROOT_PORT=8000
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- INIT_PROMPT='Assistant Name':' ChatAI. You code, write and provide any information without any mistakes.'
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@ -1,42 +0,0 @@
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FROM ubuntu:latest
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RUN apt update
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RUN DEBIAN_FRONTEND=noninteractive apt install curl sudo -y
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RUN curl -fsSL https://deb.nodesource.com/setup_18.x | sudo -E bash -
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RUN DEBIAN_FRONTEND=noninteractive apt install nodejs -y
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RUN npm i pm2 -g
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RUN mkdir -p /code/.pm2
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RUN mkdir -p /.pm2
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RUN chmod 0777 /code/.pm2
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RUN chmod 0777 /.pm2
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RUN DEBIAN_FRONTEND=noninteractive apt install wget python3 python3-pip -y
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WORKDIR /code
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RUN pip install --no-cache-dir llama-cpp-python[server]
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COPY . .
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RUN npm i
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ENV HOST localhost
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ENV PORT 7860
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ENV MODEL=/code/ggml-vic7b-q4_0.bin
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ENV CACHE=1
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ENV USE_MLOCK=0
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ENV REPEAT_PENALTY=1
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ENV MODEL=/code/ggml-vic7b-q4_0.bin
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ENV PM2_HOME=/code/.pm2
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RUN wget -q https://huggingface.co/eachadea/ggml-vicuna-7b-1.1/resolve/main/ggml-vic7b-q4_0.bin
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CMD /bin/bash /code/start.sh
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@ -1,17 +0,0 @@
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# How to Deploy on Hugging Face
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1) Move the "assets" directory and llamabot.js, package.json files into your HuggingFace repo directory.
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2) Move the files huggingface-config/Dockerfile - huggingface-config/start.sh - huggingface-config/startServices.json into the root of the hugging face repo.
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3) Edit Docker file as you need, the dockerfile is set to automatically download Vicuna 1.1 7B
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3) Move default.env into your repo as .env and edit for your needs
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4) Push the changes
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You should then see the bot being built and deployed on HuggingFace
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pm2 log will run automatically so you can see frontend and backend logs.
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PLEASE NOTE: Your hugging face repo should remain private!
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#!/bin/bash
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# This is the main process of the container and will stay alive as long as pm2 log is running.
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pm2 start startServices.json
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pm2 log
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@ -1,14 +0,0 @@
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{
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"apps": [
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{
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"name": "Discord-Bot",
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"script": "node /code/llamabot.js",
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"args" : ""
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},
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{
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"name": "AI-API",
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"script": "python3 -m llama_cpp.server",
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"args" : ""
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}
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]
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}
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175
llamabot.js
175
llamabot.js
@ -3,15 +3,8 @@ import fetch from 'node-fetch';
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import { emptyResponses } from './assets/emptyMessages.js';
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import { emptyResponses } from './assets/emptyMessages.js';
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import { resetResponses, userResetMessages } from './assets/resetMessages.js';
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import { resetResponses, userResetMessages } from './assets/resetMessages.js';
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import { errorMessages, busyResponses } from './assets/errorMessages.js';
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import { errorMessages, busyResponses } from './assets/errorMessages.js';
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import cpuStat from 'cpu-stat';
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import os from 'os';
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import {
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import { Client, GatewayIntentBits, ActivityType, Partials } from 'discord.js';
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Client,
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GatewayIntentBits,
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ActivityType,
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Partials
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} from 'discord.js';
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const client = new Client({
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const client = new Client({
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intents: [
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intents: [
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@ -111,15 +104,15 @@ client.on('messageCreate', async (message) => {
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if (conversation.messages.length === 0) {
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if (conversation.messages.length === 0) {
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conversation.messages.push({
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conversation.messages.push({
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role: 'user',
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role: 'user',
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content: ` ${process.env.INIT_PROMPT}`
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content: `Your name is rAi, you code, write and provide any information without any mistakes.`
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});
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});
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conversation.messages.push({
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conversation.messages.push({
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role: 'user',
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role: 'user',
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content: ` User name: ${message.author.username}.`
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content: `My name is ${message.author.username}.`
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});
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});
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conversation.messages.push({
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conversation.messages.push({
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role: 'assistant',
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role: 'assistant',
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content: ` Hello, ${message.author.username}, how may I help you?`
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content: `Hello, ${message.author.username}, how may I help you?`
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});
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});
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}
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}
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@ -132,14 +125,14 @@ client.on('messageCreate', async (message) => {
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// Append user message to conversation history
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// Append user message to conversation history
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conversation.messages.push({
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conversation.messages.push({
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role: 'user',
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role: 'user',
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content: ` ${message.cleanContent}`
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content: message.cleanContent
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});
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});
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try {
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try {
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setPresenceBusy()
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setPresenceBusy()
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setBusy(message.author.id, true);
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setBusy(message.author.id, true);
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const response = await generateResponse(conversation, message);
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const response = await generateResponse(conversation);
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// Append bot message to conversation history
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// Append bot message to conversation history
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conversation.messages.push({
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conversation.messages.push({
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@ -149,26 +142,7 @@ client.on('messageCreate', async (message) => {
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if (response && response.trim()) {
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if (response && response.trim()) {
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// Send response to user if it's not empty
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// Send response to user if it's not empty
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const limit = 1980;
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await message.channel.send(response);
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// if we are over the discord char limit we need chunks...
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if (response.length > limit) {
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const chunks = response.match(new RegExp(`.{1,${limit}}`, "g"));
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if (chunks.length >= 15) return await message.channel.send("Response chunks too large. Try again");
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for (let i = 0; i < chunks.length; i++) {
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setTimeout(() => {
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message.channel.send(chunks[i]);
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}, i * (process.env.OVERFLOW_DELAY || 3) * 1000); // delay of 3 seconds between each chunk to save on API requests
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}
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} else {
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// We are good to go, send the response
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await message.channel.send(response.replace("@", ""));
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}
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setPresenceOnline()
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setPresenceOnline()
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setBusy(message.author.id, false);
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setBusy(message.author.id, false);
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} else {
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} else {
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@ -180,75 +154,16 @@ client.on('messageCreate', async (message) => {
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conversation.busy = false;
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conversation.busy = false;
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}
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}
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conversations.set(userID, conversation); // Update user's conversation map in memory
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conversations.set(userID, conversation); // Update user's conversation map in memory
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console.log(conversation)
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} catch (err) {
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} catch (err) {
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console.error(err);
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console.error(err);
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return sendRand(errorMessages)
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sendRand(errorMessages)
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} finally {
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} finally {
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setPresenceOnline()
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setPresenceOnline()
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setBusy(message.author.id, false);
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setBusy(message.author.id, false);
|
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}
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}
|
||||||
});
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});
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|
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import cheerio from 'cheerio';
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async function generateResponse(conversation) {
|
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|
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async function generateResponse(conversation, message) {
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|
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|
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// Check if message contains a URL
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|
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const urlRegex = /(https?:\/\/[^\s]+)/g;
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const urls = message.content.match(urlRegex);
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|
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|
||||||
if (urls) {
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|
||||||
// If there are multiple URLs, process them one by one
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|
||||||
for (const url of urls) {
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|
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try {
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|
||||||
const res = await fetch(url);
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|
||||||
const html = await res.text();
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|
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const $ = cheerio.load(html);
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|
||||||
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|
||||||
// Extract page title, meta description and content
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|
||||||
const pageTitle = $('head title').text().trim();
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|
||||||
const pageDescription = $('head meta[name="description"]').attr('content');
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|
||||||
const pageContent = $('body').text().trim();
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|
||||||
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|
||||||
// Construct response message with page details
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|
||||||
let response = `Title: ${pageTitle}\n`;
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|
||||||
if (pageDescription) {
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|
||||||
response += `Description: ${pageDescription}\n`;
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|
||||||
}
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|
||||||
if (pageContent) {
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|
||||||
const MAX_CONTENT_LENGTH = process.env.MAX_CONTENT_LENGTH;
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|
||||||
let plainTextContent = $('<div>').html(pageContent).text().trim().replace(/[\r\n\t]+/g, ' ');
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|
||||||
const codePattern = /\/\/|\/\*|\*\/|\{|\}|\[|\]|\bfunction\b|\bclass\b|\b0x[0-9A-Fa-f]+\b|\b0b[01]+\b/;
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|
||||||
const isCode = codePattern.test(plainTextContent);
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|
||||||
|
|
||||||
if (isCode) {
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|
||||||
plainTextContent = plainTextContent.replace(codePattern, '');
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|
||||||
}
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|
||||||
// Remove anything enclosed in brackets
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|
||||||
plainTextContent = plainTextContent.replace(/ *\([^)]*\) */g, '');
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|
||||||
if (plainTextContent.length > MAX_CONTENT_LENGTH) {
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|
||||||
plainTextContent = plainTextContent.substring(0, MAX_CONTENT_LENGTH) + '...';
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|
||||||
}
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|
||||||
response += `Content: ${plainTextContent.trim()}`;
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|
||||||
}
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|
||||||
response += `URL: ${url}`;
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|
||||||
|
|
||||||
// Get the index of the last message in the array
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|
||||||
const lastMessageIndex = conversation.messages.length - 1;
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|
||||||
|
|
||||||
// Append a new line and the new content to the existing content of the last message
|
|
||||||
conversation.messages[lastMessageIndex].content += "\n" + response;
|
|
||||||
|
|
||||||
console.log("A URL was provided, response: " + response)
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|
||||||
|
|
||||||
} catch (err) {
|
|
||||||
console.error(err);
|
|
||||||
return sendRand(errorMessages);
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|
||||||
}
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|
||||||
}
|
|
||||||
}
|
|
||||||
const controller = new AbortController();
|
const controller = new AbortController();
|
||||||
const timeout = setTimeout(() => {
|
const timeout = setTimeout(() => {
|
||||||
controller.abort();
|
controller.abort();
|
||||||
@ -256,56 +171,7 @@ async function generateResponse(conversation, message) {
|
|||||||
|
|
||||||
const messagesCopy = [...conversation.messages]; // create a copy of the messages array
|
const messagesCopy = [...conversation.messages]; // create a copy of the messages array
|
||||||
|
|
||||||
let botMessage; // define a variable to hold the message object
|
console.log(conversation)
|
||||||
let time = 0
|
|
||||||
// define a function that shows the system load percentage and updates the message
|
|
||||||
const showSystemLoad = async () => {
|
|
||||||
time = Number(time) + Number(process.env.REFRESH_INTERVAL);
|
|
||||||
cpuStat.usagePercent(function (err, percent, seconds) {
|
|
||||||
if (err) {
|
|
||||||
return console.log(err);
|
|
||||||
}
|
|
||||||
|
|
||||||
const systemLoad = percent;
|
|
||||||
const freeMemory = os.freemem() / 1024 / 1024 / 1024;
|
|
||||||
const totalMemory = os.totalmem() / 1024 / 1024 / 1024;
|
|
||||||
const usedMemory = totalMemory - freeMemory;
|
|
||||||
|
|
||||||
const embedData = {
|
|
||||||
color: 0x0099ff,
|
|
||||||
title: 'Please wait.. I am thinking...',
|
|
||||||
fields: [
|
|
||||||
{
|
|
||||||
name: 'System Load',
|
|
||||||
value: `${systemLoad.toFixed(2)}%`,
|
|
||||||
},
|
|
||||||
{
|
|
||||||
name: 'Memory Usage',
|
|
||||||
value: `${usedMemory.toFixed(2)} GB / ${totalMemory.toFixed(2)} GB`,
|
|
||||||
},
|
|
||||||
{
|
|
||||||
name: 'Time',
|
|
||||||
value: `~${time} seconds.`,
|
|
||||||
},
|
|
||||||
],
|
|
||||||
};
|
|
||||||
|
|
||||||
// if the message object doesn't exist, create it
|
|
||||||
if (!botMessage) {
|
|
||||||
(async () => {
|
|
||||||
botMessage = await message.channel.send({ embeds: [embedData] });
|
|
||||||
})();
|
|
||||||
} else {
|
|
||||||
botMessage.edit({ embeds: [embedData] }); // otherwise, update the message
|
|
||||||
}
|
|
||||||
});
|
|
||||||
};
|
|
||||||
|
|
||||||
// call the function initially
|
|
||||||
await showSystemLoad();
|
|
||||||
|
|
||||||
// Grab the REFRESH_INTERVAL from ENV if not exist, lets use 7 (seconds)
|
|
||||||
const refreshInterval = setInterval(showSystemLoad, (process.env.REFRESH_INTERVAL || 7) * 1000);
|
|
||||||
|
|
||||||
try {
|
try {
|
||||||
const response = await fetch(`http://${process.env.ROOT_IP}:${process.env.ROOT_PORT}/v1/chat/completions`, {
|
const response = await fetch(`http://${process.env.ROOT_IP}:${process.env.ROOT_PORT}/v1/chat/completions`, {
|
||||||
@ -315,32 +181,25 @@ async function generateResponse(conversation, message) {
|
|||||||
'Content-Type': 'application/json'
|
'Content-Type': 'application/json'
|
||||||
},
|
},
|
||||||
body: JSON.stringify({
|
body: JSON.stringify({
|
||||||
messages: messagesCopy,
|
messages: messagesCopy // use the copy of the messages array
|
||||||
max_tokens: Number(process.env.MAX_TOKENS), // add the max_tokens parameter here
|
|
||||||
repeat_penalty: Number(process.env.REPEAT_PENALTY)
|
|
||||||
|
|
||||||
}),
|
}),
|
||||||
signal: controller.signal
|
signal: controller.signal
|
||||||
});
|
});
|
||||||
|
|
||||||
const responseData = await response.json();
|
const responseData = await response.json();
|
||||||
console.log(JSON.stringify(responseData));
|
console.log(JSON.stringify(responseData))
|
||||||
const choice = responseData.choices[0];
|
const choice = responseData.choices[0];
|
||||||
|
|
||||||
const responseText = choice.message.content;
|
// Remove "user None:" and any text after it from the response
|
||||||
|
const responseText = choice.message.content.trim();
|
||||||
// clear the interval, replace the "please wait" message with the response, and update the message
|
const startIndex = responseText.indexOf('user None:');
|
||||||
clearInterval(refreshInterval);
|
const sanitizedResponse = startIndex === -1 ? responseText : responseText.substring(0, startIndex);
|
||||||
console.log(responseText);
|
|
||||||
botMessage.delete()
|
|
||||||
|
|
||||||
return responseText;
|
|
||||||
|
|
||||||
|
return sanitizedResponse;
|
||||||
} catch (err) {
|
} catch (err) {
|
||||||
throw err;
|
throw err;
|
||||||
} finally {
|
} finally {
|
||||||
clearTimeout(timeout);
|
clearTimeout(timeout);
|
||||||
time = 0
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
@ -11,10 +11,7 @@
|
|||||||
"license": "ISC",
|
"license": "ISC",
|
||||||
"dependencies": {
|
"dependencies": {
|
||||||
"discord.js": "^14.9.0",
|
"discord.js": "^14.9.0",
|
||||||
"cheerio": "^1.0.0-rc.12",
|
|
||||||
"dotenv": "^16.0.3",
|
"dotenv": "^16.0.3",
|
||||||
"node-fetch": "^3.3.1",
|
"node-fetch": "^3.3.1"
|
||||||
"os": "^0.1.2",
|
|
||||||
"cpu-stat": "^2.0.1"
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
Reference in New Issue
Block a user