commit 39d2611cc3819b5f1a098fc98aa532834bc88058 Author: Dave Horton Date: Wed Apr 10 16:30:41 2024 -0400 initial checkin diff --git a/.eslintignore b/.eslintignore new file mode 100644 index 0000000..ab1cfb4 --- /dev/null +++ b/.eslintignore @@ -0,0 +1 @@ +test/* diff --git a/.eslintrc.json b/.eslintrc.json new file mode 100644 index 0000000..fecc21e --- /dev/null +++ b/.eslintrc.json @@ -0,0 +1,126 @@ +{ + "env": { + "node": true, + "es6": true + }, + "parserOptions": { + "ecmaFeatures": { + "jsx": false, + "modules": false + }, + "ecmaVersion": 2020 + }, + "plugins": ["promise"], + "rules": { + "promise/always-return": "error", + "promise/no-return-wrap": "error", + "promise/param-names": "error", + "promise/catch-or-return": "error", + "promise/no-native": "off", + "promise/no-nesting": "warn", + "promise/no-promise-in-callback": "warn", + "promise/no-callback-in-promise": "warn", + "promise/no-return-in-finally": "warn", + + // Possible Errors + // http://eslint.org/docs/rules/#possible-errors + "comma-dangle": [2, "only-multiline"], + "no-control-regex": 2, + "no-debugger": 2, + "no-dupe-args": 2, + "no-dupe-keys": 2, + "no-duplicate-case": 2, + "no-empty-character-class": 2, + "no-ex-assign": 2, + "no-extra-boolean-cast" : 2, + "no-extra-parens": [2, "functions"], + "no-extra-semi": 2, + "no-func-assign": 2, + "no-invalid-regexp": 2, + "no-irregular-whitespace": 2, + "no-negated-in-lhs": 2, + "no-obj-calls": 2, + "no-proto": 2, + "no-unexpected-multiline": 2, + "no-unreachable": 2, + "use-isnan": 2, + "valid-typeof": 2, + + // Best Practices + // http://eslint.org/docs/rules/#best-practices + "no-fallthrough": 2, + "no-octal": 2, + "no-redeclare": 2, + "no-self-assign": 2, + "no-unused-labels": 2, + + // Strict Mode + // http://eslint.org/docs/rules/#strict-mode + "strict": [2, "never"], + + // Variables + // http://eslint.org/docs/rules/#variables + "no-delete-var": 2, + "no-undef": 2, + "no-unused-vars": [2, {"args": "none"}], + + // Node.js and CommonJS + // http://eslint.org/docs/rules/#nodejs-and-commonjs + "no-mixed-requires": 2, + "no-new-require": 2, + "no-path-concat": 2, + "no-restricted-modules": [2, "sys", "_linklist"], + + // Stylistic Issues + // http://eslint.org/docs/rules/#stylistic-issues + "comma-spacing": 2, + "eol-last": 2, + "indent": [2, 2, {"SwitchCase": 1}], + "keyword-spacing": 2, + "max-len": [2, 120, 2], + "new-parens": 2, + "no-mixed-spaces-and-tabs": 2, + "no-multiple-empty-lines": [2, {"max": 2}], + "no-trailing-spaces": [2, {"skipBlankLines": false }], + "quotes": [2, "single", "avoid-escape"], + "semi": 2, + "space-before-blocks": [2, "always"], + "space-before-function-paren": [2, "never"], + "space-in-parens": [2, "never"], + "space-infix-ops": 2, + "space-unary-ops": 2, + + // ECMAScript 6 + // http://eslint.org/docs/rules/#ecmascript-6 + "arrow-parens": [2, "always"], + "arrow-spacing": [2, {"before": true, "after": true}], + "constructor-super": 2, + 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0000000..d45abda --- /dev/null +++ b/.gitignore @@ -0,0 +1,45 @@ +# Logs +logs +*.log + +# Runtime data +pids +*.pid +*.seed + +# github pages site +_site + +#transient test cases +examples/nosave.*.js + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +.nyc_output/ + +# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (http://nodejs.org/api/addons.html) +build/Release + +# Dependency directory +# https://www.npmjs.org/doc/misc/npm-faq.html#should-i-check-my-node_modules-folder-into-git +node_modules + +.DS_Store + +examples/* + +ecosystem.config.js +.vscode +test/credentials/*.json +run-tests.sh +run-coverage.sh +.vscode \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..354f9c8 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 Drachtio Communications Services, LLC + +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. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..7bfd93d --- /dev/null +++ b/README.md @@ -0,0 +1,25 @@ +# talk-to-your-llm + +This is a basic voicebot connected to using their Assistant framework. + +## Installing + +The basics: +```bash +npm ci +WS_PORT=3000 OPENAI_API_KEY=xxxx node app.js +``` + +In the jambonz webapp create an application with url `wss:///llm-voicebot` and route calls to it. + +## Environment variables + +|variable|meaning|required| +|---------|------|--------| +|OPENAI_API_KEY|Your api key|yes| +|OPENAI_MODEL|model to use|no (default: gpt-4-turbo)| +|BOT_NAME|Name of Assistant to create|no (default: jambonz-llm-voicebot)| + +## Limitations + +Currently, there is no support for adding [Tools](https://platform.openai.com/docs/assistants/tools) to the Assistant. User input is transcribed as presented as simple text and the OpenAI assistant is encouraged (via system instructions) to respond with text that is brief and un-annotated. \ No newline at end of file diff --git a/app.js b/app.js new file mode 100644 index 0000000..e5b8801 --- /dev/null +++ b/app.js @@ -0,0 +1,12 @@ +const {createServer} = require('http'); +const {createEndpoint} = require('@jambonz/node-client-ws'); +const server = createServer(); +const makeService = createEndpoint({server}); +const logger = require('pino')({level: process.env.LOGLEVEL || 'info'}); +const port = process.env.WS_PORT || 3000; + +require('./lib/routes')({logger, makeService}); + +server.listen(port, () => { + logger.info(`jambonz websocket server listening at http://localhost:${port}`); +}); diff --git a/data/settings.json b/data/settings.json new file mode 100644 index 0000000..756c9f3 --- /dev/null +++ b/data/settings.json @@ -0,0 +1,3 @@ +{ + "system_instructions": "Answer questions directly without greeting the user. Respond with plain text only: no annotations, markup or citations. Separate paragraphs with 2 newline characters. Keep your responses to between 1-4 paragraphs if possible while still providing a complete answer." +} \ No newline at end of file diff --git a/lib/routes/index.js b/lib/routes/index.js new file mode 100644 index 0000000..2778b28 --- /dev/null +++ b/lib/routes/index.js @@ -0,0 +1,4 @@ +module.exports = ({logger, makeService}) => { + require('./llm-voicebot')({logger, makeService}); +}; + diff --git a/lib/routes/llm-voicebot.js b/lib/routes/llm-voicebot.js new file mode 100644 index 0000000..0ed30fb --- /dev/null +++ b/lib/routes/llm-voicebot.js @@ -0,0 +1,110 @@ + +const OpenAIAssistant = require('../utils/ai-assistants/llm-openai'); +const {system_instructions} = require('../../data/settings.json'); +const {processStreamingResponse, streamingResponseComplete} = require('../utils/process-streaming-response'); + +const service = ({logger, makeService}) => { + const assistant = new OpenAIAssistant({ + logger, + model: process.env.OPENAI_MODEL || 'gpt-4-turbo', + name: process.env.BOT_NAME || 'jambonz-llm-voicebot', + instructions: system_instructions + }); + assistant.init(); + + const svc = makeService({path: '/llm-voicebot'}); + + svc.on('session:new', (session, path) => { + session.locals = { ...session.locals, + logger: logger.child({call_sid: session.call_sid}), + deepgramOptions: { + endpointing: 350, + utteranceEndMs: 1000, + }, + turns: 0, + says: 0, + textOffset: 0, + assistant + }; + session.locals.logger.info({session, path}, `new incoming call: ${session.call_sid}`); + + session + .on('/user-input-event', onUserInputEvent.bind(null, session)) + .on('close', onClose.bind(null, session)) + .on('error', onError.bind(null, session)); + + session + .answer() + .pause({length: 0.5}) + .config({ + recognizer: { + vendor: 'default', + language: 'default', + deepgramOptions: session.locals.deepgramOptions + }, + bargeIn: { + enable: true, + input: ['speech'], + actionHook: '/user-input-event', + sticky: true, + } + }) + .say({text: 'Hi there! You are speaking to chat GPT. What would you like to know?'}) + .reply(); + }); +}; + +const onUserInputEvent = async(session, evt) => { + const {logger} = session.locals; + logger.info({evt}, 'got speech evt'); + + switch (evt.reason) { + case 'speechDetected': + handleUserUtterance(session, evt); + break; + case 'timeout': + break; + default: + session.reply(); + break; + } + +}; + +const handleUserUtterance = async(session, evt) => { + const {logger, assistant, thread} = session.locals; + const {speech} = evt; + const userMessage = speech.alternatives[0].transcript; + logger.info({utterance: speech.alternatives[0]}, 'handling user utterance'); + + if (!thread) { + const thread = await assistant.createThread(userMessage); + thread + .on('botStreamingResponse', (response) => { + processStreamingResponse(session, response); + }) + .on('botStreamingCompleted', () => { + streamingResponseComplete(session); + }); + session.locals.thread = thread; + } + else { + thread.addUserMessage(speech.alternatives[0].transcript); + } + session.reply(); +}; + +const onClose = (session) => { + const {logger, thread} = session.locals; + logger.info('call ended'); + if (thread) { + thread.close(); + } +}; + +const onError = (session, err) => { + const {logger} = session.locals; + logger.error(err, 'Error in call'); +}; + +module.exports = service; diff --git a/lib/utils/ai-assistants/llm-openai.js b/lib/utils/ai-assistants/llm-openai.js new file mode 100644 index 0000000..e59d5d8 --- /dev/null +++ b/lib/utils/ai-assistants/llm-openai.js @@ -0,0 +1,98 @@ +const OpenAI = require('openai'); +const openai = new OpenAI(); +const Emitter = require('events'); + +/* TODO: in future, add support for other AI Assistants beyond OpenAI */ +class OpenAIThread extends Emitter { + constructor(logger, assistant_id, thread, run) { + super(); + + this.logger = logger; + this.assistant_id = assistant_id; + this.thread = thread; + this.run = run; + + this._attachListeners(); + } + + _attachListeners() { + this.run + .on('event', (evt) => { + if (evt.event === 'thread.run.completed') { + this.emit('botStreamingCompleted'); + } + }) + .on('textDelta', (delta, snapshot) => { + this.emit('botStreamingResponse', snapshot.value); + }) + .on('connect', () => this.logger.info('connected')) + .on('end', () => this.logger.info('ended')); + } + + async addUserMessage(userMessage) { + this.logger.info('adding user message'); + await openai.beta.threads.messages.create(this.thread.id, { + role: 'user', + content: userMessage, + }); + this.run = await openai.beta.threads.runs.stream(this.thread.id, { + assistant_id: this.assistant_id + }); + this._attachListeners(); + } + + async close() { + await openai.beta.threads.del(this.thread.id); + } +} + +class OpenAIAssistant { + constructor({logger, model, name, instructions}) { + this.logger = logger; + this.model = model; + this.name = name; + this.instructions = instructions; + } + + async init() { + try { + this.assistant = await openai.beta.assistants.create({ + model: this.model, + name: this.name, + instructions: this.instructions, + }); + } catch (err) { + this.logger.error(err); + throw err; + } + } + + async createThread(initialUserMessage) { + /* create a thread */ + try { + this.logger.info({initialUserMessage}, `creating thread with message: ${initialUserMessage}`); + const thread = await openai.beta.threads.create({ + messages: [ + { + role: 'user', + content: initialUserMessage, + }, + ], + }); + + /* run the thread */ + this.logger.info('running thread'); + const run = await openai.beta.threads.runs.stream(thread.id, { + assistant_id: this.assistant.id, + }); + + const t = new OpenAIThread(this.logger, this.assistant.id, thread, run); + return t; + } catch (err) { + this.logger.error(err); + throw err; + } + } +} + +module.exports = OpenAIAssistant; diff --git a/lib/utils/process-streaming-response.js b/lib/utils/process-streaming-response.js new file mode 100644 index 0000000..0a439d0 --- /dev/null +++ b/lib/utils/process-streaming-response.js @@ -0,0 +1,66 @@ + +const processStreamingResponse = async(session, text) => { + const {logger, says, textOffset} = session.locals; + let spoken = false; + + /* trim the leading part of the text we have already said */ + const trimmed = text.substring(textOffset); + + /** + * when we have a new response, say the first sentence as soon as available to get it out, + * after that fall back to speaking the rest of the response in chunks of paragraphs + */ + + if (says === 0) { + const pos = trimmed.indexOf('.'); + if (-1 !== pos) { + const firstSentence = trimmed.substring(0, pos + 1); + logger.info(`speaking first sentence: ${firstSentence}`); + session + .say({text: firstSentence}) + .send({execImmediate: true}); + session.locals.says++; + session.locals.textOffset = pos + 1; + spoken = true; + session.locals.unsent = trimmed.substring(pos + 1); + } + } + if (says > 0) { + const pos = trimmed.indexOf('\n\n'); + if (-1 !== pos) { + const paragraph = trimmed.substring(0, pos); + logger.info(`speaking paragraph: ${paragraph}`); + session + .say({text: paragraph}) + .send({execImmediate: false}); + session.locals.says++; + session.locals.textOffset += (pos + 2); + spoken = true; + session.locals.unsent = trimmed.substring(pos + 2); + } + } + + if (!spoken) { + session.locals.unsent = trimmed; + } +}; + +const streamingResponseComplete = async(session) => { + const {logger, unsent} = session.locals; + + if (unsent) { + logger.info('sending final unsent text'); + session + .say({text: unsent}) + .send({execImmediate: false}); + } + session.locals.turns++; + session.locals.says = 0; + session.locals.textOffset = 0; + session.locals.unsent = ''; +}; + +module.exports = { + processStreamingResponse, + streamingResponseComplete +}; diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..738948b --- /dev/null +++ b/package-lock.json @@ -0,0 +1,1682 @@ +{ + "name": "talk-to-your-llm", + "version": "0.0.1", + "lockfileVersion": 3, + 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