From 7d4f369df8a60c8d5081de533b9863c189f8b9c1 Mon Sep 17 00:00:00 2001 From: commit111 Date: Fri, 4 Apr 2025 15:12:41 -0700 Subject: [PATCH] add discord bot for defang --- .gitignore | 1 + README.md | 124 +++- compose.dev.yaml | 8 + compose.yaml | 21 + discord-bot/Dockerfile | 25 + discord-bot/LICENSE | 21 + discord-bot/app.js | 160 +++++ discord-bot/commands.js | 37 + discord-bot/package-lock.json | 1235 +++++++++++++++++++++++++++++++++ discord-bot/package.json | 26 + discord-bot/renovate.json | 11 + discord-bot/utils.js | 48 ++ 12 files changed, 1708 insertions(+), 9 deletions(-) create mode 100644 discord-bot/Dockerfile create mode 100644 discord-bot/LICENSE create mode 100644 discord-bot/app.js create mode 100644 discord-bot/commands.js create mode 100644 discord-bot/package-lock.json create mode 100644 discord-bot/package.json create mode 100644 discord-bot/renovate.json create mode 100644 discord-bot/utils.js diff --git a/.gitignore b/.gitignore index c78ee7a..ce07109 100644 --- a/.gitignore +++ b/.gitignore @@ -3,3 +3,4 @@ __pycache__ sentence-transformers .tmp/* !.tmp/prebuild.sh +node_modules diff --git a/README.md b/README.md index c235299..edc28ec 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,18 @@ +# Scikit RAG + OpenAI & Discord App for Defang + +This repository contains two projects: + +1. **Scikit RAG + OpenAI** in `/app`: A Flask-based Retrieval-Augmented Generation (RAG) chatbot using OpenAI's GPT model, scikit-learn, and Sentence Transformers for dynamic knowledge retrieval. + +2. **Discord App for Defang** in `/discord-bot`: A Discord bot designed for Defang Software Labs, providing helpful resources and interacting with users via slash commands. + +--- + # Scikit RAG + OpenAI -This sample demonstrates how to deploy a Flask-based Retrieval-Augmented Generation (RAG) chatbot using OpenAI's GPT model. The chatbot retrieves relevant documents from a knowledge base using scikit-learn and Sentence Transformers and then generates responses using OpenAI's GPT model. +### Overview + +This application demonstrates how to deploy a Flask-based Retrieval-Augmented Generation (RAG) chatbot using OpenAI's GPT model. The chatbot retrieves relevant documents from a knowledge base using scikit-learn and Sentence Transformers and then generates responses using OpenAI's GPT model. ## Prerequisites @@ -17,22 +29,116 @@ This sample demonstrates how to deploy a Flask-based Retrieval-Augmented Generat ## Local Development 1. Clone the repository. -2. Create a `.env` file in the root directory and set your OpenAI API key or add the OPENAI_API_KEY into your .zshrc or .bashrc file: -3. Run the command `docker compose -f compose.dev.yaml up --build` to spin up a docker container for this RAG chatbot +2. Create a `.env` file in the root directory and set your OpenAI API key, or add the `OPENAI_API_KEY` to your `.zshrc` or `.bashrc` file. +3. Run the command: + + ```bash + docker compose -f compose.dev.yaml up --build + ``` + + This spins up a Docker container for the RAG chatbot. ## Configuration -- The knowledge base is the all the markdown files in the defang docs [website](https://docs.defang.io/docs/intro). The logic for parsing can be found in './app/get_knowledge_base.py'. +- The knowledge base is the all the markdown files in the Defang docs [website](https://docs.defang.io/docs/intro). The logic for parsing can be found in `./app/get_knowledge_base.py`. - The file `get_knowledge_base.py` parses every webpage as specified into paragraphs and writes to `knowledge_base.json` for the RAG retrieval. - To obtain your own knowledge base, please feel free to implement your own parsing scheme. -- for local development, please use the compose.dev.yaml file where as for production, please use the compose.yaml. +- for local development, please use the `compose.dev.yaml` file where as for production, please use the `compose.yaml`. --- -Title: Scikit RAG + OpenAI +# Discord App for Defang + +### Overview + +This is a Discord bot developed for [Defang Software Labs](https://github.com/DefangLabs). It provides helpful resources in a Discord server and interacts with users via slash commands. The bot is built using Discord's official [template](https://github.com/discord/discord-example-app). + +## Features + +### Slash Commands + +`/ask`: A command to ask Defang-related questions to the bot. The bot accesses the Ask Defang (ask.defang.io) API endpoint for retrieving responses. + +`/test`: A basic command to test functionality using the Discord API, without relying on external APIs. + +## Development + +### Project structure + +Below is a basic overview of the project structure: + +``` +├── .env. -> .env file (not shown) +├── app.js -> main entrypoint for app +├── commands.js -> slash command payloads + helpers +├── utils.js -> utility functions and enums +├── package.json +├── README.md +└── .gitignore +``` + +### Setup project + +Before you start, you'll need to install [NodeJS](https://nodejs.org/en/download/) and [create a Discord app](https://discord.com/developers/applications) with the proper permissions: + +- `applications.commands` +- `bot` (with Send Messages enabled) + Configuring the app is covered in detail in the [getting started guide](https://discord.com/developers/docs/getting-started). + +### Install dependencies + +``` +cd discord-bot +npm install +``` + +### Get app credentials + +Fetch the credentials from your app's settings and add them to a `.env` file. You'll need your app ID (`DISCORD_APP_ID`), bot token (`DISCORD_TOKEN`), and public key (`DISCORD_PUBLIC_KEY`). +You will also need an `ASK_TOKEN` to authenticate API calls to the Ask Defang endpoint. + +### Install slash commands + +The commands for the example app are set up in `commands.js`. All of the commands in the `ALL_COMMANDS` array at the bottom of `commands.js` will be installed when you run the `register` command configured in `package.json`: + +``` +cd discord-bot +npm run register +``` + +### Running the app locally + +After your credentials are added, go ahead and run the app: + +``` +cd discord-bot +npm run start +``` + +### Set up interactivity + +The project needs a public endpoint where Discord can send requests. To develop and test locally, you can use something like [`ngrok`](https://ngrok.com/) to tunnel HTTP traffic. + +Install ngrok if you haven't already, then start listening on port `3000` in a separate terminal: + +``` +ngrok http 3000 +``` + +You should see your connection open: + +``` +Tunnel Status online +Version 2.0/2.0 +Web Interface http://127.0.0.1:4040 +Forwarding https://1234-someurl.ngrok.io -> localhost:3000 + +Connections ttl opn rt1 rt5 p50 p90 + 0 0 0.00 0.00 0.00 0.00 +``` -Description: An application demonstrating a GPT-4-based chatbot enhanced with a Retrieval-Augmented Generation (RAG) framework, leveraging scikit-learn for efficient contextual embeddings and dynamic knowledge retrieval. +Copy the forwarding address that starts with `https`, in this case `https://1234-someurl.ngrok.io`, then go to your [app's settings](https://discord.com/developers/applications). -Tags: Flask, Scikit, Python, RAG, OpenAI, GPT, Machine Learning +On the **General Information** tab, there will be an **Interactions Endpoint URL**. Paste your ngrok address there, and append `/interactions` to it (`https://1234-someurl.ngrok.io/interactions` in the example). -Languages: python +Click **Save Changes**, and your app should be ready to run 🚀 diff --git a/compose.dev.yaml b/compose.dev.yaml index 441098d..6a0dcfb 100644 --- a/compose.dev.yaml +++ b/compose.dev.yaml @@ -38,3 +38,11 @@ services: - type: bind source: ~/.aws target: /root/.aws + + discord-bot: + restart: unless-stopped + extends: + file: compose.yaml + service: discord-bot + env_file: + - .env diff --git a/compose.yaml b/compose.yaml index 305f6b4..9768a5d 100644 --- a/compose.yaml +++ b/compose.yaml @@ -43,3 +43,24 @@ services: mode: host environment: - OPENAI_API_KEY=${OPENAI_API_KEY} + + discord-bot: + restart: unless-stopped + build: + context: ./discord-bot + dockerfile: Dockerfile + ports: + - mode: ingress + target: 3000 + published: 3000 + environment: + DISCORD_APP_ID: + DISCORD_TOKEN: + DISCORD_PUBLIC_KEY: + ASK_TOKEN: + deploy: + resources: + reservations: + memory: 256M + healthcheck: + test: ["CMD", "curl", "-f", "http://localhost:3000/"] diff --git a/discord-bot/Dockerfile b/discord-bot/Dockerfile new file mode 100644 index 0000000..6eff547 --- /dev/null +++ b/discord-bot/Dockerfile @@ -0,0 +1,25 @@ +# Use the slim version of Node.js on Debian Bookworm as the base image +FROM node:20-bookworm-slim + +RUN apt-get update -qq \ + && apt-get install -y curl \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +# Set the working directory inside the container +WORKDIR /app + +# Copy package.json and package-lock.json to the container +COPY package*.json ./ + +# Install dependencies +RUN npm install + +# Copy the rest of the application code to the container +COPY . . + +# Expose the port the app runs on (adjust if necessary) +EXPOSE 3000 + +# Define the command to run the application +CMD ["npm", "run", "start"] \ No newline at end of file diff --git a/discord-bot/LICENSE b/discord-bot/LICENSE new file mode 100644 index 0000000..b8642a5 --- /dev/null +++ b/discord-bot/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2022 Shay DeWael + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/discord-bot/app.js b/discord-bot/app.js new file mode 100644 index 0000000..464f651 --- /dev/null +++ b/discord-bot/app.js @@ -0,0 +1,160 @@ +import dotenv from 'dotenv'; +import path from 'path'; + +// Load environment variables from the parent folder +const __dirname = path.dirname(new URL(import.meta.url).pathname); +dotenv.config({ path: path.resolve(__dirname, '../.env') }); + +import express from 'express'; +import { + InteractionResponseFlags, + InteractionResponseType, + InteractionType, + verifyKeyMiddleware, +} from 'discord-interactions'; +import { getRandomEmoji } from './utils.js'; + +// Create an express app +const app = express(); +// Get port, or default to 3000 +const PORT = process.env.PORT || 3000; + +// Add health check endpoint +app.get('/', (req, res) => { + res.status(200).send('OK'); +}); + +// Helper functions below +async function sendPlaceholderResponse(res, placeholderResponse) { + await res.send({ + type: InteractionResponseType.CHANNEL_MESSAGE_WITH_SOURCE, + data: { + content: placeholderResponse, + flags: InteractionResponseFlags.EPHEMERAL, + components: [], + }, + }); +} + +async function fetchAnswer(question) { + const response = await fetch('https://ask.defang.io/v1/ask', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${process.env.ASK_TOKEN}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ query: question }), + }); + + const rawResponse = await response.text(); + console.log('Raw API response:', rawResponse); + + if (!response.ok) { + throw new Error(`API error! Status: ${response.status}`); + } + + return rawResponse || 'No answer provided.'; +} + +async function sendFollowUpResponse(endpoint, content) { + await fetch(`https://discord.com/api/v10/${endpoint}`, { + method: 'PATCH', + headers: { + 'Authorization': `Bot ${process.env.DISCORD_TOKEN}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + content, + flags: InteractionResponseFlags.EPHEMERAL, + components: [], + }), + }); +} + +/** + * Interactions endpoint URL where Discord will send HTTP requests + * Parse request body and verifies incoming requests using discord-interactions package + */ +app.post('/interactions', verifyKeyMiddleware(process.env.DISCORD_PUBLIC_KEY), async function (req, res) { + // Interaction id, type and data + const { id, type, data } = req.body; + + /** + * Handle verification requests + */ + if (type === InteractionType.PING) { + return res.send({ type: InteractionResponseType.PONG }); + } + + /** + * Handle slash command requests + * See https://discord.com/developers/docs/interactions/application-commands#slash-commands + */ + if (type === InteractionType.APPLICATION_COMMAND) { + const { name } = data; + + // "ask command" + if (name === 'ask') { + const context = req.body.context; + const userId = context === 0 ? req.body.member.user.id : req.body.user.id + + const question = data.options[0]?.value || 'No question provided'; + const endpoint = `webhooks/${process.env.DISCORD_APP_ID}/${req.body.token}/messages/@original`; + const initialMessage = `\n> ${question}\n\nLet me find the answer for you. This might take a moment` + + // Send a placeholder response + await sendPlaceholderResponse(res, initialMessage); + + // Show animated dots in the message while waiting + let dotCount = 0; + const maxDots = 4; + let isFetching = true; + + const interval = setInterval(() => { + if (isFetching) { + dotCount = (dotCount % maxDots) + 1; + sendFollowUpResponse(endpoint, `${initialMessage}${'.'.repeat(dotCount)}`); + } + }, 500); + + // Create the follow-up response + let followUpMessage; + try { + // Call an external API to fetch the answer + const answer = await fetchAnswer(question); + followUpMessage = `\n> ${question}\n\nHere's what I found, <@${userId}>:\n\n${answer}`; + } catch (error) { + console.error('Error fetching answer:', error); + followUpMessage = `\n> ${question}\n\nSorry <@${userId}>, I couldn't fetch an answer to your question. Please try again later.`; + } finally { + // Ensure cleanup and state updates + isFetching = false; // Mark fetching as complete + clearInterval(interval); // Stop the dot interval + } + + return sendFollowUpResponse(endpoint, followUpMessage); + } + + // "test" command + if (name === 'test') { + // Send a message into the channel where command was triggered from + return res.send({ + type: InteractionResponseType.CHANNEL_MESSAGE_WITH_SOURCE, + data: { + // Fetches a random emoji to send from a helper function + content: `Develop Anything, Deploy Anywhere ${getRandomEmoji()}`, + }, + }); + } + + console.error(`unknown command: ${name}`); + return res.status(400).json({ error: 'unknown command' }); + } + + console.error('unknown interaction type', type); + return res.status(400).json({ error: 'unknown interaction type' }); +}); + +app.listen(PORT, () => { + console.log('Listening on port', PORT); +}); diff --git a/discord-bot/commands.js b/discord-bot/commands.js new file mode 100644 index 0000000..ecb146a --- /dev/null +++ b/discord-bot/commands.js @@ -0,0 +1,37 @@ +import dotenv from 'dotenv'; +import path from 'path'; + +// Load environment variables from the parent folder +const __dirname = path.dirname(new URL(import.meta.url).pathname); +dotenv.config({ path: path.resolve(__dirname, '../.env') }); + +import { InstallGlobalCommands } from './utils.js'; + +const ASK_COMMAND = { + name: 'ask', + description: 'Ask a question to the bot!', + options: [ + { + name: 'question', + description: 'The question you want to ask', + type: 3, // STRING type + required: true, + }, + ], + type: 1, + integration_types: [0, 1], + contexts: [0, 1, 2], +} + +// Simple test command +const TEST_COMMAND = { + name: 'test', + description: 'Displays Defang\'s official slogan with a random emoji.', + type: 1, + integration_types: [0, 1], + contexts: [0, 1, 2], +}; + +const ALL_COMMANDS = [ASK_COMMAND, TEST_COMMAND]; + +InstallGlobalCommands(process.env.DISCORD_APP_ID, ALL_COMMANDS); 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100644 index 0000000..821c3fc --- /dev/null +++ b/discord-bot/renovate.json @@ -0,0 +1,11 @@ +{ + "$schema": "https://docs.renovatebot.com/renovate-schema.json", + "extends": [ + "config:recommended", + ":disableDependencyDashboard", + ":preserveSemverRanges" + ], + "ignorePaths": [ + "**/node_modules/**" + ] +} diff --git a/discord-bot/utils.js b/discord-bot/utils.js new file mode 100644 index 0000000..c86c57b --- /dev/null +++ b/discord-bot/utils.js @@ -0,0 +1,48 @@ +import dotenv from 'dotenv'; +import path from 'path'; + +// Load environment variables from the parent folder +const __dirname = path.dirname(new URL(import.meta.url).pathname); +dotenv.config({ path: path.resolve(__dirname, '../.env') }); + +export async function DiscordRequest(endpoint, options) { + // append endpoint to root API URL + const url = 'https://discord.com/api/v10/' + endpoint; + // Stringify payloads + if (options.body) options.body = JSON.stringify(options.body); + // Use fetch to make requests + const res = await fetch(url, { + headers: { + Authorization: `Bot ${process.env.DISCORD_TOKEN}`, + 'Content-Type': 'application/json; charset=UTF-8', + 'User-Agent': 'DiscordBot (https://github.com/discord/discord-example-app, 1.0.0)', + }, + ...options + }); + // throw API errors + if (!res.ok) { + const data = await res.json(); + console.log(res.status); + throw new Error(JSON.stringify(data)); + } + // return original response + return res; +} + +export async function InstallGlobalCommands(appId, commands) { + // API endpoint to overwrite global commands + const endpoint = `applications/${appId}/commands`; + + try { + // This is calling the bulk overwrite endpoint: https://discord.com/developers/docs/interactions/application-commands#bulk-overwrite-global-application-commands + await DiscordRequest(endpoint, { method: 'PUT', body: commands }); + } catch (err) { + console.error(err); + } +} + +// Simple method that returns a random emoji from list +export function getRandomEmoji() { + const emojiList = ['😄','😌','🤓','😎','🤖','🌏','👋','🌊','✨']; + return emojiList[Math.floor(Math.random() * emojiList.length)]; +}