diff --git a/.github/workflows/web-codestyle.yml b/.github/workflows/web-codestyle.yml
new file mode 100644
index 0000000..cc5fe4b
--- /dev/null
+++ b/.github/workflows/web-codestyle.yml
@@ -0,0 +1,35 @@
+name: Web Codestyle
+
+on:
+ workflow_dispatch:
+ push:
+ branches: [ main ]
+ paths:
+ - '**/web/*.js'
+ - '**/web/*.ts'
+ - '.github/workflows/web-codestyle.yml'
+ pull_request:
+ branches: [ main, 'v[0-9]+.[0-9]+' ]
+ paths:
+ - '**/web/*.js'
+ - '**/web/*.ts'
+ - '.github/workflows/web-codestyle.yml'
+
+jobs:
+ check-web-codestyle:
+ runs-on: ubuntu-latest
+
+ steps:
+ - uses: actions/checkout@v3
+
+ - name: Set up Node.js LTS
+ uses: actions/setup-node@v3
+ with:
+ node-version: lts/*
+
+ - name: Pre-build dependencies
+ run: npm install yarn
+
+ - name: Run Binding Linter
+ run: yarn && yarn lint
+ working-directory: recipes/llm-voice-assistant/web
diff --git a/recipes/llm-voice-assistant/README.md b/recipes/llm-voice-assistant/README.md
index 958d7ac..6e9d5d1 100644
--- a/recipes/llm-voice-assistant/README.md
+++ b/recipes/llm-voice-assistant/README.md
@@ -12,3 +12,4 @@ Hands-free voice assistant powered by a large language model (LLM), all voice re
## Implementations
- [Python](python)
+- [Web](web)
diff --git a/recipes/llm-voice-assistant/web/.babelrc b/recipes/llm-voice-assistant/web/.babelrc
new file mode 100644
index 0000000..2fdda15
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.babelrc
@@ -0,0 +1,4 @@
+{
+ "presets": ["@babel/preset-env"],
+ "plugins": ["@babel/plugin-transform-runtime"]
+}
diff --git a/recipes/llm-voice-assistant/web/.eslintignore b/recipes/llm-voice-assistant/web/.eslintignore
new file mode 100644
index 0000000..2a3f354
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.eslintignore
@@ -0,0 +1,5 @@
+node_modules
+dist
+lib
+rollup.config.js
+.eslintrc.js
\ No newline at end of file
diff --git a/recipes/llm-voice-assistant/web/.eslintrc.js b/recipes/llm-voice-assistant/web/.eslintrc.js
new file mode 100644
index 0000000..b1d0ee1
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.eslintrc.js
@@ -0,0 +1,470 @@
+// Rules reference: http://eslint.org/docs/rules/
+module.exports = {
+ env: {
+ browser: true,
+ node: true,
+ es6: true,
+ mocha: true
+ },
+
+ parser: '@typescript-eslint/parser',
+ parserOptions: {
+ ecmaVersion: 2018
+ },
+
+ ignorePatterns: ['**/*.js', 'node_modules', 'dist'],
+ overrides: [
+ {
+ files: ['src/**/*.ts'],
+ extends: ['plugin:@typescript-eslint/recommended'],
+ rules: {
+ '@typescript-eslint/no-parameter-properties': 2,
+ '@typescript-eslint/no-explicit-any': 0,
+ '@typescript-eslint/no-var-requires': 2,
+ '@typescript-eslint/no-non-null-assertion': 0,
+ '@typescript-eslint/no-use-before-define': 2,
+ '@typescript-eslint/camelcase': 0,
+ '@typescript-eslint/no-empty-interface': 2,
+ '@typescript-eslint/explicit-function-return-type': 2,
+ '@typescript-eslint/ban-ts-comment': 0,
+ '@typescript-eslint/no-empty-function': [2, { "allow": ["constructors"] }],
+ '@typescript-eslint/no-inferrable-types': [
+ 2,
+ {
+ ignoreParameters: true,
+ ignoreProperties: true
+ }
+ ],
+ '@typescript-eslint/no-shadow': 2
+ }
+ },
+ {
+ files: ['test/**/*.ts', 'cypress/**/*.ts'],
+ extends: ['plugin:cypress/recommended'],
+ rules: {
+ 'no-unused-expressions': 0,
+ 'no-unused-vars': 0,
+ 'cypress/unsafe-to-chain-command': 0
+ }
+ }
+ ],
+
+ rules: {
+ //=========================================================================
+ //==================== Possible Errors ====================================
+ //=========================================================================
+
+ // disallow trailing commas in object literals
+ 'comma-dangle': [0, 'always-multiline'], //TODO: need discussion
+ // disallow assignment in conditional expressions
+ 'no-cond-assign': [2, 'always'],
+ // disallow use of console
+ 'no-console': 1,
+ // disallow use of constant expressions in conditions
+ 'no-constant-condition': [2, { checkLoops: false }],
+ // disallow control characters in regular expressions
+ 'no-control-regex': 2,
+ // disallow use of debugger
+ 'no-debugger': 2,
+ // disallow duplicate arguments in functions
+ 'no-dupe-args': 2,
+ // disallow duplicate keys when creating object literals
+ 'no-dupe-keys': 2,
+ // disallow a duplicate case label.
+ 'no-duplicate-case': 2,
+ // disallow the use of empty character classes in regular expressions
+ 'no-empty-character-class': 2,
+ // disallow empty statements
+ 'no-empty': 2,
+ // disallow assigning to the exception in a catch block
+ 'no-ex-assign': 2,
+ // disallow double-negation boolean casts in a boolean context
+ 'no-extra-boolean-cast': 2,
+ // disallow unnecessary parentheses
+ 'no-extra-parens': [2, 'functions'],
+ // disallow unnecessary semicolons
+ 'no-extra-semi': 2,
+ // disallow overwriting functions written as function declarations
+ 'no-func-assign': 2,
+ // disallow function or variable declarations in nested blocks
+ 'no-inner-declarations': 2,
+ // disallow invalid regular expression strings in the RegExp constructor
+ 'no-invalid-regexp': 2,
+ // disallow irregular whitespace outside of strings and comments
+ 'no-irregular-whitespace': 2,
+ // disallow negation of the left operand of an in expression
+ 'no-negated-in-lhs': 2,
+ // disallow the use of object properties of the global object (Math and JSON) as functions
+ 'no-obj-calls': 2,
+ // disallow multiple spaces in a regular expression literal
+ 'no-regex-spaces': 2,
+ // disallow sparse arrays
+ 'no-sparse-arrays': 2,
+ // Avoid code that looks like two expressions but is actually one
+ 'no-unexpected-multiline': 2,
+ // disallow unreachable statements after a return, throw, continue, or break statement
+ 'no-unreachable': 2,
+ // disallow comparisons with the value NaN
+ 'use-isnan': 2,
+ // ensure JSDoc comments are valid
+ 'valid-jsdoc': [
+ 0,
+ {
+ requireReturn: false,
+ requireReturnDescription: false
+ }
+ ],
+ // ensure that the results of typeof are compared against a valid string
+ 'valid-typeof': 2,
+
+ //=========================================================================
+ //==================== Best Practices =====================================
+ //=========================================================================
+ // Enforces getter/setter pairs in objects
+ 'accessor-pairs': 2,
+ // treat var statements as if they were block scoped
+ 'block-scoped-var': 2,
+ // specify the maximum cyclomatic complexity allowed in a program
+ complexity: [0, 11],
+ // require return statements to either always or never specify values
+ 'consistent-return': 2,
+ // specify curly brace conventions for all control statements
+ curly: [2, 'multi-line'],
+ // require default case in switch statements
+ 'default-case': 2,
+ // encourages use of dot notation whenever possible
+ 'dot-notation': [2, { allowKeywords: true }],
+ // enforces consistent newlines before or after dots
+ 'dot-location': [2, 'property'],
+ // require the use of === and !==
+ eqeqeq: 2,
+ // make sure for-in loops have an if statement
+ 'guard-for-in': 2,
+ // disallow the use of alert, confirm, and prompt
+ 'no-alert': 2,
+ // disallow use of arguments.caller or arguments.callee
+ 'no-caller': 2,
+ // disallow lexical declarations in case clauses
+ 'no-case-declarations': 0,
+ // disallow division operators explicitly at beginning of regular expression
+ 'no-div-regex': 2,
+ // disallow else after a return in an if
+ 'no-else-return': 2,
+ // disallow use of empty destructuring patterns
+ 'no-empty-pattern': 2,
+ // disallow comparisons to null without a type-checking operator
+ 'no-eq-null': 2,
+ // disallow use of eval()
+ 'no-eval': 2,
+ // disallow adding to native types
+ 'no-extend-native': 2,
+ // disallow unnecessary function binding
+ 'no-extra-bind': 2,
+ // disallow fallthrough of case statements
+ 'no-fallthrough': 2,
+ // disallow the use of leading or trailing decimal points in numeric literals
+ 'no-floating-decimal': 2,
+ // disallow the type conversions with shorter notations
+ 'no-implicit-coercion': 2,
+ // disallow use of eval()-like methods
+ 'no-implied-eval': 2,
+ // disallow this keywords outside of classes or class-like objects
+ 'no-invalid-this': 0,
+ // disallow usage of __iterator__ property
+ 'no-iterator': 2,
+ // disallow use of labeled statements
+ 'no-labels': 2,
+ // disallow unnecessary nested blocks
+ 'no-lone-blocks': 2,
+ // disallow creation of functions within loops
+ 'no-loop-func': 2,
+ // disallow the use of magic numbers
+ 'no-magic-numbers': 0, //TODO: need discussion
+ // disallow use of multiple spaces
+ 'no-multi-spaces': 2,
+ // disallow use of multiline strings
+ 'no-multi-str': 2,
+ // disallow reassignments of native objects
+ 'no-native-reassign': 2,
+ // disallow use of new operator for Function object
+ 'no-new-func': 2,
+ // disallows creating new instances of String,Number, and Boolean
+ 'no-new-wrappers': 2,
+ // disallow use of new operator when not part of the assignment or comparison
+ 'no-new': 2,
+ // disallow use of octal escape sequences in string literals, such as
+ // var foo = "Copyright \251";
+ 'no-octal-escape': 2,
+ // disallow use of (old style) octal literals
+ 'no-octal': 2,
+ // disallow reassignment of function parameters
+ 'no-param-reassign': 2,
+ // disallow use of process.env
+ 'no-process-env': 2,
+ // disallow usage of __proto__ property
+ 'no-proto': 2,
+ // disallow declaring the same variable more then once
+ 'no-redeclare': 2,
+ // disallow use of assignment in return statement
+ 'no-return-assign': 2,
+ // disallow use of `javascript:` urls.
+ 'no-script-url': 2,
+ // disallow comparisons where both sides are exactly the same
+ 'no-self-compare': 2,
+ // disallow use of comma operator
+ 'no-sequences': 2,
+ // restrict what can be thrown as an exception
+ 'no-throw-literal': 0,
+ // disallow usage of expressions in statement position
+ 'no-unused-expressions': 2,
+ // disallow unnecessary .call() and .apply()
+ 'no-useless-call': 2,
+ // disallow unnecessary concatenation of literals or template literals
+ 'no-useless-concat': 2,
+ // disallow use of void operator
+ 'no-void': 2,
+ // disallow usage of configurable warning terms in comments: e.g. todo
+ 'no-warning-comments': [
+ 1,
+ { terms: ['todo', 'fixme', 'xxx'], location: 'start' }
+ ],
+ // disallow use of the with statement
+ 'no-with': 2,
+ // require use of the second argument for parseInt()
+ radix: 2,
+ // requires to declare all vars on top of their containing scope
+ 'vars-on-top': 0,
+ // require immediate function invocation to be wrapped in parentheses
+ 'wrap-iife': [2, 'any'],
+ // require or disallow Yoda conditions
+ yoda: 2,
+
+ // //=========================================================================
+ // //==================== Strict Mode ========================================
+ // //=========================================================================
+ // require that all functions are run in strict mode
+ // "strict": [2, "global"],
+ //
+ //=========================================================================
+ //==================== Variables ==========================================
+ //=========================================================================
+ // enforce or disallow variable initializations at definition
+ 'init-declarations': 0,
+ // disallow the catch clause parameter name being the same as a variable in the outer scope
+ 'no-catch-shadow': 0,
+ // disallow deletion of variables
+ 'no-delete-var': 2,
+ // disallow labels that share a name with a variable
+ 'no-label-var': 2,
+ // disallow shadowing of names such as arguments
+ 'no-shadow-restricted-names': 2,
+ // disallow declaration of variables already declared in the outer scope
+ 'no-shadow': 0,
+ // disallow use of undefined when initializing variables
+ 'no-undef-init': 0,
+ // disallow use of undeclared variables unless mentioned in a /*global */ block
+ 'no-undef': 2,
+ // disallow use of undefined variable
+ 'no-undefined': 0,
+ // disallow declaration of variables that are not used in the code
+ 'no-unused-vars': [1, { vars: 'local', args: 'after-used' }],
+ // disallow use of variables before they are defined
+ 'no-use-before-define': 2,
+
+ //=========================================================================
+ //==================== Node.js ============================================
+ //=========================================================================
+ // enforce return after a callback
+ 'callback-return': 0,
+ // disallow require() outside of the top-level module scope
+ 'global-require': 2,
+ // enforces error handling in callbacks (node environment)
+ 'handle-callback-err': 2,
+ // disallow mixing regular variable and require declarations
+ 'no-mixed-requires': 2,
+ // disallow use of new operator with the require function
+ 'no-new-require': 2,
+ // disallow string concatenation with __dirname and __filename
+ 'no-path-concat': 1,
+ // disallow process.exit()
+ 'no-process-exit': 2,
+ // restrict usage of specified node modules
+ 'no-restricted-modules': 0,
+ // disallow use of synchronous methods (off by default)
+ 'no-sync': 0,
+
+ //=========================================================================
+ //==================== Stylistic Issues ===================================
+ //=========================================================================
+ // enforce spacing inside array brackets
+ 'array-bracket-spacing': 0,
+ // disallow or enforce spaces inside of single line blocks
+ 'block-spacing': 1,
+ // enforce one true brace style
+ 'brace-style': [1, '1tbs', { allowSingleLine: true }],
+ // require camel case names
+ camelcase: [1, { properties: 'always' }],
+ // enforce spacing before and after comma
+ 'comma-spacing': [1, { before: false, after: true }],
+ // enforce one true comma style
+ 'comma-style': [1, 'last'],
+ // require or disallow padding inside computed properties
+ 'computed-property-spacing': 0,
+ // enforces consistent naming when capturing the current execution context
+ 'consistent-this': 0,
+ // enforce newline at the end of file, with no multiple empty lines
+ 'eol-last': 1,
+ // require function expressions to have a name
+ 'func-names': 0,
+ // enforces use of function declarations or expressions
+ 'func-style': 0,
+ // this option enforces minimum and maximum identifier lengths (variable names, property names etc.)
+ 'id-length': 0,
+ // require identifiers to match the provided regular expression
+ 'id-match': 0,
+ // this option sets a specific tab width for your code
+ indent: [1, 2, { SwitchCase: 1 }],
+ // specify whether double or single quotes should be used in JSX attributes
+ 'jsx-quotes': [1, 'prefer-double'],
+ // enforces spacing between keys and values in object literal properties
+ 'key-spacing': [1, { beforeColon: false, afterColon: true }],
+ // disallow mixed "LF" and "CRLF" as linebreaks
+ 'linebreak-style': 0,
+ // enforces empty lines around comments
+ 'lines-around-comment': 0,
+ // specify the maximum depth that blocks can be nested
+ 'max-depth': [0, 4],
+ // specify the maximum length of a line in your program
+ 'max-len': [0, 80, 4],
+ // specify the maximum depth callbacks can be nested
+ 'max-nested-callbacks': 0,
+ // limits the number of parameters that can be used in the function declaration.
+ 'max-params': [0, 3],
+ // specify the maximum number of statement allowed in a function
+ 'max-statements': [0, 10],
+ // require a capital letter for constructors
+ 'new-cap': [1, { newIsCap: true }],
+ // disallow the omission of parentheses when invoking a constructor with no arguments
+ 'new-parens': 0,
+ // allow/disallow an empty newline after var statement
+ 'newline-after-var': 0,
+ // disallow use of the Array constructor
+ 'no-array-constructor': 0,
+ // disallow use of bitwise operators
+ 'no-bitwise': 0,
+ // disallow use of the continue statement
+ 'no-continue': 0,
+ // disallow comments inline after code
+ 'no-inline-comments': 0,
+ // disallow if as the only statement in an else block
+ 'no-lonely-if': 0,
+ // disallow mixed spaces and tabs for indentation
+ 'no-mixed-spaces-and-tabs': 1,
+ // disallow multiple empty lines
+ 'no-multiple-empty-lines': [1, { max: 2, maxEOF: 1 }],
+ // disallow negated conditions
+ 'no-negated-condition': 0,
+ // disallow nested ternary expressions
+ 'no-nested-ternary': 1,
+ // disallow use of the Object constructor
+ 'no-new-object': 1,
+ // disallow use of unary operators, ++ and --
+ 'no-plusplus': 0,
+ // disallow use of certain syntax in code
+ 'no-restricted-syntax': 0,
+ // disallow space between function identifier and application
+ 'no-spaced-func': 1,
+ // disallow the use of ternary operators
+ 'no-ternary': 0,
+ // disallow trailing whitespace at the end of lines
+ 'no-trailing-spaces': 1,
+ // disallow dangling underscores in identifiers
+ 'no-underscore-dangle': 0,
+ // disallow the use of Boolean literals in conditional expressions
+ 'no-unneeded-ternary': 0,
+ // require or disallow padding inside curly braces
+ 'object-curly-spacing': ["error", "always"],
+ // allow just one var statement per function
+ 'one-var': [1, 'never'],
+ // require assignment operator shorthand where possible or prohibit it entirely
+ 'operator-assignment': 0,
+ // enforce operators to be placed before or after line breaks
+ 'operator-linebreak': 0,
+ // enforce padding within blocks
+ 'padded-blocks': [1, 'never'],
+ // require quotes around object literal property names
+ 'quote-props': 0,
+ // specify whether double or single quotes should be used
+ quotes: 0,
+ // Require JSDoc comment
+ 'require-jsdoc': 0,
+ // enforce spacing before and after semicolons
+ 'semi-spacing': [1, { before: false, after: true }],
+ // require or disallow use of semicolons instead of ASI
+ semi: [1, 'always'],
+ // sort variables within the same declaration block
+ 'sort-vars': 0,
+ // require a space after certain keywords
+ 'keyword-spacing': 1,
+ // require or disallow space before blocks
+ 'space-before-blocks': 1,
+ // require or disallow space before function opening parenthesis
+ 'space-before-function-paren': [0, { anonymous: 'always', named: 'never' }],
+ // require or disallow space before blocks
+ 'space-in-parens': 0,
+ // require spaces around operators
+ 'space-infix-ops': 1,
+ // Require or disallow spaces before/after unary operators
+ 'space-unary-ops': 0,
+ // require or disallow a space immediately following the // or /* in a comment
+ 'spaced-comment': [
+ 1,
+ 'always',
+ {
+ exceptions: ['-', '+', '/', '='],
+ markers: ['=', '!', '/'] // space here to support sprockets directives
+ }
+ ],
+ // require regex literals to be wrapped in parentheses
+ 'wrap-regex': 0,
+
+ //=========================================================================
+ //==================== ES6 Rules ==========================================
+ //=========================================================================
+ 'arrow-body-style': [1, 'as-needed'],
+ // require parens in arrow function arguments
+ 'arrow-parens': [1, 'as-needed'],
+ // require space before/after arrow function"s arrow
+ 'arrow-spacing': 1,
+ // verify super() callings in constructors
+ 'constructor-super': 1,
+ // enforce the spacing around the * in generator functions
+ 'generator-star-spacing': 1,
+ // disallow arrow functions where a condition is expected
+ 'no-confusing-arrow': 1,
+ // disallow modifying variables of class declarations
+ 'no-class-assign': 1,
+ // disallow modifying variables that are declared using const
+ 'no-const-assign': 1,
+ // disallow duplicate name in class members
+ 'no-dupe-class-members': 1,
+ // disallow to use this/super before super() calling in constructors.
+ 'no-this-before-super': 1,
+ // require let or const instead of var
+ 'no-var': 0, //TODO: enable on full migration to es6
+ // require method and property shorthand syntax for object literals
+ 'object-shorthand': 0,
+ // suggest using arrow functions as callbacks
+ 'prefer-arrow-callback': 0, //TODO: enable on full migration to es6
+ // suggest using of const declaration for variables that are never modified after declared
+ 'prefer-const': 0, //TODO: enable on full migration to es6
+ // suggest using Reflect methods where applicable
+ 'prefer-reflect': 0,
+ // suggest using the spread operator instead of .apply()
+ 'prefer-spread': 0,
+ // suggest using template literals instead of strings concatenation
+ 'prefer-template': 0, //TODO: enable on full migration to es6
+ // disallow generator functions that do not have yield
+ 'require-yield': 0
+ }
+};
diff --git a/recipes/llm-voice-assistant/web/.gitignore b/recipes/llm-voice-assistant/web/.gitignore
new file mode 100644
index 0000000..4738658
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.gitignore
@@ -0,0 +1,9 @@
+node_modules
+.rts2_cache/
+.idea/
+dist/
+*.log
+.DS_Store
+public/index.js
+*.pllm
+types/*.d.ts*
diff --git a/recipes/llm-voice-assistant/web/.prettierignore b/recipes/llm-voice-assistant/web/.prettierignore
new file mode 100644
index 0000000..a9ba028
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.prettierignore
@@ -0,0 +1 @@
+.eslintrc.js
diff --git a/recipes/llm-voice-assistant/web/.prettierrc b/recipes/llm-voice-assistant/web/.prettierrc
new file mode 100644
index 0000000..8a9f380
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/.prettierrc
@@ -0,0 +1,8 @@
+{
+ "semi": true,
+ "trailingComma": "es5",
+ "singleQuote": true,
+ "printWidth": 80,
+ "tabWidth": 2,
+ "arrowParens": "avoid"
+}
diff --git a/recipes/llm-voice-assistant/web/README.md b/recipes/llm-voice-assistant/web/README.md
new file mode 100644
index 0000000..98c33b4
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/README.md
@@ -0,0 +1,67 @@
+## Compatibility
+
+- Node.js 18+
+- Chrome / Edge
+- Firefox
+- Safari
+
+## AccessKey
+
+AccessKey is your authentication and authorization token for deploying Picovoice SDKs, including picoLLM. Anyone who is
+using Picovoice needs to have a valid AccessKey. You must keep your AccessKey secret. You would need internet
+connectivity to validate your AccessKey with Picovoice license servers even though the LLM inference is running 100%
+offline and completely free for open-weight models. Everyone who signs up for
+[Picovoice Console](https://console.picovoice.ai/) receives a unique AccessKey.
+
+## picoLLM Model
+
+picoLLM Inference Engine supports many open-weight models. The models are on
+[Picovoice Console](https://console.picovoice.ai/).
+
+## Installation
+
+Install the required packages using `yarn`:
+
+```console
+yarn isntall
+```
+
+or using `npm`:
+
+```console
+npm install
+```
+
+## Usage
+
+1. Build the core Picovoice SDK functionality and audio playback using `yarn`:
+
+```console
+yarn build
+```
+
+or using `npm`:
+
+```console
+npm run build
+```
+
+This builds the TypeScript files inside [src](./src), which uses `Porcupine`, `Cheetah`, `Orca` and `PicoLLM` to
+build the core functionality.
+
+2. Start the server using `yarn`:
+
+```console
+yarn start
+```
+
+or using `npm`:
+
+```console
+npm run start
+```
+
+3. Open [localhost:5000](http://localhost:5000) in your web browser.
+
+4. Enter your AccessKey and upload your`picoLLM` model file which can be obtained from
+[Picovoice Console](https://console.picovoice.ai/). Then press `Init Voice Assistant`.
diff --git a/recipes/llm-voice-assistant/web/module.d.ts b/recipes/llm-voice-assistant/web/module.d.ts
new file mode 100644
index 0000000..af7897a
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/module.d.ts
@@ -0,0 +1,9 @@
+declare module "*.wasm" {
+ const content: string;
+ export default content;
+}
+
+declare module 'web-worker:*' {
+ const WorkerFactory: new () => Worker;
+ export default WorkerFactory;
+}
diff --git a/recipes/llm-voice-assistant/web/package.json b/recipes/llm-voice-assistant/web/package.json
new file mode 100644
index 0000000..923511a
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/package.json
@@ -0,0 +1,48 @@
+{
+ "name": "picollm-web-voice-assistant",
+ "version": "1.0.0",
+ "description": "",
+ "entry": "src/index.ts",
+ "scripts": {
+ "build:all": "rollup --config --bundleConfigAsCjs",
+ "build:types": "tsc --declaration --declarationMap --emitDeclarationOnly --outDir ./types",
+ "build": "npm-run-all --parallel build:**",
+ "start": "yarn run http-server -a localhost -p 5000"
+ },
+ "keywords": [
+ "Picovoice",
+ "browser",
+ "generative ai",
+ "llm"
+ ],
+ "author": "Picovoice Inc",
+ "license": "Apache-2.0",
+ "dependencies": {
+ "@picovoice/cheetah-web": "^2.0.0",
+ "@picovoice/orca-web": "^0.2.1",
+ "@picovoice/picollm-web": "~1.0.3",
+ "@picovoice/porcupine-web": "^3.0.3",
+ "@picovoice/web-voice-processor": "^4.0.9"
+ },
+ "devDependencies": {
+ "@babel/core": "^7.24.6",
+ "@babel/plugin-transform-runtime": "^7.24.6",
+ "@babel/preset-env": "^7.24.6",
+ "@babel/runtime": "^7.24.6",
+ "@rollup/plugin-babel": "^6.0.4",
+ "@rollup/plugin-commonjs": "^25.0.8",
+ "@rollup/plugin-node-resolve": "^15.2.3",
+ "@types/node": "^18.11.9",
+ "@typescript-eslint/eslint-plugin": "^6.21.0",
+ "@typescript-eslint/parser": "^6.21.0",
+ "async-mutex": "^0.5.0",
+ "eslint": "^8.57.0",
+ "http-server": "^14.1.1",
+ "npm-run-all": "^4.1.5",
+ "prettier": "^3.2.5",
+ "rollup": "^4.18.0",
+ "rollup-plugin-typescript2": "^0.36.0",
+ "tslib": "^2.6.2",
+ "typescript": "^5.4.5"
+ }
+}
diff --git a/recipes/llm-voice-assistant/web/public/controller.js b/recipes/llm-voice-assistant/web/public/controller.js
new file mode 100644
index 0000000..a754f4f
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/public/controller.js
@@ -0,0 +1,163 @@
+window.onload = () => {
+ let dotIdx = 0;
+ let dotInterval;
+
+ const status = document.getElementById("status");
+ const error = document.getElementById("error");
+ const dotdotdot = document.getElementById("dotdotdot");
+
+ const initBlock = document.getElementById("initBlock");
+ const chatBlock = document.getElementById("chatBlock");
+
+ const initButton = document.getElementById("init");
+ const resetDialogButton = document.getElementById("resetDialog");
+
+ const accessKey = document.getElementById("accessKey");
+ const modelFile = document.getElementById("uploadFile");
+ const message = document.getElementById("message");
+ const result = document.getElementById("result");
+
+ const writeError = (errorString) => {
+ error.style.display = 'block';
+ error.innerText = `Error: ${errorString}`;
+ status.innerText = 'Error.';
+ };
+
+ const startDot = () => {
+ if (dotInterval) {
+ clearInterval(dotInterval);
+ }
+ dotInterval = setInterval(() => {
+ dotIdx = (dotIdx + 1) % 4;
+ let dotText = '';
+ for (let i = 0; i < dotIdx; i++) {
+ dotText += '.';
+ }
+ dotdotdot.innerText = dotText;
+ }, 500);
+ }
+
+ const stopDot = () => {
+ if (dotInterval) {
+ clearInterval(dotInterval);
+ }
+ dotIdx = 0;
+ dotdotdot.innerText = '';
+ }
+
+ const startHumanMessage = () => {
+ result.innerHTML += `
You
`;
+
+ const divElem = document.createElement("div");
+ divElem.className = "align-end";
+
+ const textElem = document.createElement("span");
+ textElem.className = "human-text";
+ textElem.innerHTML = "";
+
+ divElem.appendChild(textElem);
+ result.appendChild(divElem);
+
+ result.scrollTop = result.scrollHeight;
+
+ return textElem;
+ }
+
+ const startLLMMessage = () => {
+ result.innerHTML += `picoLLM
`;
+
+ const divElem = document.createElement("div");
+ divElem.className = "align-start";
+
+ const textElem = document.createElement("span");
+ textElem.className = "llm-text";
+ textElem.innerHTML = "";
+
+ divElem.appendChild(textElem);
+ result.appendChild(divElem);
+
+ result.scrollTop = result.scrollHeight;
+
+ return textElem;
+ }
+
+ const addMessage = (elem, messageString) => {
+ elem.innerHTML += messageString;
+ result.scrollTop = result.scrollHeight;
+ };
+
+ initButton.onclick = async () => {
+ initButton.disabled = true;
+ status.innerText = "Loading model"
+ startDot();
+
+ let humanElem, llmElem;
+ let completeTranscript = "";
+ let audioStream;
+ let streamCalls = 0;
+
+ try {
+ await Picovoice.init(accessKey.value, {
+ onDetection: () => {
+ message.innerText = "Wake word detected, utter your request or question...";
+ humanElem = startHumanMessage();
+ },
+ onTranscript: (transcript) => {
+ completeTranscript += transcript;
+ addMessage(humanElem, transcript);
+ },
+ onEndpoint: async () => {
+ message.innerText = "Generating...";
+ llmElem = startLLMMessage();
+ },
+ onText: (text) => {
+ addMessage(llmElem, text);
+ },
+ onStream: (pcm) => {
+ audioStream.stream(pcm);
+ if (streamCalls > 1) {
+ audioStream.play();
+ } else {
+ streamCalls++;
+ }
+ },
+ onComplete: async () => {
+ if (streamCalls <= 3) {
+ audioStream.play();
+ }
+ await audioStream.waitPlayback();
+
+ await Picovoice.start();
+ message.innerText = "Say `Picovoice`"
+ streamCalls = 0;
+ },
+ });
+ if (!audioStream) {
+ audioStream = new Picovoice.AudioStream(Picovoice.getStreamSampleRate());
+ }
+
+ initBlock.style.display = 'none';
+ chatBlock.style.display = 'flex';
+ status.innerText = "Loading complete."
+
+ await Picovoice.start();
+ message.innerText = "Say `Picovoice`"
+ } catch (e) {
+ writeError(e.message);
+ } finally {
+ stopDot();
+ }
+ };
+
+ accessKey.onchange = () => {
+ if (accessKey.value.length > 0 && modelFile.files.length > 0) {
+ initButton.disabled = false;
+ }
+ }
+
+ modelFile.onchange = accessKey.onchange;
+
+ resetDialogButton.onclick = () => {
+ result.innerHTML = '';
+ }
+};
diff --git a/recipes/llm-voice-assistant/web/public/index.html b/recipes/llm-voice-assistant/web/public/index.html
new file mode 100644
index 0000000..3d8f774
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/public/index.html
@@ -0,0 +1,153 @@
+
+
+
+
+
+
+
+
+ picoLLM Web Voice Assistant
+ Status: Not loaded.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/recipes/llm-voice-assistant/web/public/models/cheetah_params.pv b/recipes/llm-voice-assistant/web/public/models/cheetah_params.pv
new file mode 100644
index 0000000..15e2bd9
Binary files /dev/null and b/recipes/llm-voice-assistant/web/public/models/cheetah_params.pv differ
diff --git a/recipes/llm-voice-assistant/web/public/models/orca_params.pv b/recipes/llm-voice-assistant/web/public/models/orca_params.pv
new file mode 100644
index 0000000..674f9f5
Binary files /dev/null and b/recipes/llm-voice-assistant/web/public/models/orca_params.pv differ
diff --git a/recipes/llm-voice-assistant/web/public/models/porcupine_params.pv b/recipes/llm-voice-assistant/web/public/models/porcupine_params.pv
new file mode 100644
index 0000000..27b7e53
Binary files /dev/null and b/recipes/llm-voice-assistant/web/public/models/porcupine_params.pv differ
diff --git a/recipes/llm-voice-assistant/web/rollup.config.js b/recipes/llm-voice-assistant/web/rollup.config.js
new file mode 100644
index 0000000..de9e4bf
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/rollup.config.js
@@ -0,0 +1,35 @@
+'use strict';
+const path = require('path');
+const { nodeResolve } = require('@rollup/plugin-node-resolve');
+const commonjs = require('@rollup/plugin-commonjs');
+const typescript = require('rollup-plugin-typescript2');
+const { babel } = require('@rollup/plugin-babel');
+const { DEFAULT_EXTENSIONS } = require('@babel/core');
+
+const extensions = [...DEFAULT_EXTENSIONS, '.ts'];
+
+export default {
+ input: [path.resolve(__dirname, 'src', 'index.ts')],
+ output: [
+ {
+ file: path.resolve(__dirname, 'public', 'index.js'),
+ format: 'iife',
+ name: 'Picovoice',
+ sourcemap: false,
+ },
+ ],
+ plugins: [
+ nodeResolve({ extensions }),
+ commonjs(),
+ typescript({
+ typescript: require('typescript'),
+ cacheRoot: path.resolve(__dirname, '.rts2_cache'),
+ clean: true,
+ }),
+ babel({
+ extensions: extensions,
+ babelHelpers: 'runtime',
+ exclude: '**/node_modules/**',
+ }),
+ ],
+};
diff --git a/recipes/llm-voice-assistant/web/src/audio_stream.ts b/recipes/llm-voice-assistant/web/src/audio_stream.ts
new file mode 100644
index 0000000..26bf1d3
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/src/audio_stream.ts
@@ -0,0 +1,77 @@
+
+class AudioStream {
+ private readonly _sampleRate: number;
+ private _audioContext: AudioContext;
+ private readonly _audioGain: GainNode;
+
+ private _audioBuffers: AudioBuffer[] = [];
+ private _isPlaying = false;
+
+ constructor(sampleRate: number) {
+ this._sampleRate = sampleRate;
+ this._audioContext = new (window.AudioContext ||
+ // @ts-ignore
+ window.webKitAudioContext)({ sampleRate: sampleRate })
+
+ this._audioGain = this._audioContext.createGain();
+ this._audioGain.gain.value = 1;
+ this._audioGain.connect(this._audioContext.destination);
+ }
+
+ public stream(pcm: Int16Array) {
+ this._audioBuffers.push(this.createBuffer(pcm));
+ }
+
+ public play() {
+ if (this._isPlaying) {
+ return;
+ }
+ if (this._audioBuffers.length === 0) {
+ return;
+ }
+
+ const streamSource = this._audioContext.createBufferSource();
+
+ streamSource.buffer = this._audioBuffers.shift() ?? null;
+ streamSource.connect(this._audioGain);
+
+ streamSource.onended = () => {
+ this._isPlaying = false;
+ if (this._audioBuffers.length > 0) {
+ this.play();
+ }
+ }
+
+ streamSource.start();
+ this._isPlaying = true;
+ }
+
+ public async waitPlayback() {
+ return new Promise(resolve => {
+ const interval = setInterval(() => {
+ if (this._audioBuffers.length === 0 && !this._isPlaying) {
+ clearInterval(interval);
+ resolve();
+ }
+ }, 100);
+ });
+ }
+
+ private createBuffer(pcm: Int16Array): AudioBuffer {
+ const buffer = this._audioContext.createBuffer(
+ 1,
+ pcm.length,
+ this._sampleRate,
+ );
+ const source = new Float32Array(pcm.length);
+ for (let i = 0; i < pcm.length; i++) {
+ source[i] = pcm[i] < 0 ? pcm[i] / 32768 : pcm[i] / 32767;
+ }
+ buffer.copyToChannel(source, 0);
+ return buffer;
+ }
+}
+
+export {
+ AudioStream
+};
diff --git a/recipes/llm-voice-assistant/web/src/index.ts b/recipes/llm-voice-assistant/web/src/index.ts
new file mode 100644
index 0000000..0ef84ef
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/src/index.ts
@@ -0,0 +1,10 @@
+import { getStreamSampleRate, init, start, release } from './main';
+import { AudioStream } from './audio_stream';
+
+export default {
+ init,
+ start,
+ release,
+ getStreamSampleRate,
+ AudioStream,
+};
diff --git a/recipes/llm-voice-assistant/web/src/main.ts b/recipes/llm-voice-assistant/web/src/main.ts
new file mode 100644
index 0000000..4ac92cb
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/src/main.ts
@@ -0,0 +1,195 @@
+import { Mutex } from 'async-mutex';
+
+import { BuiltInKeyword, PorcupineDetection, PorcupineWorker } from '@picovoice/porcupine-web';
+import { CheetahTranscript, CheetahWorker } from '@picovoice/cheetah-web';
+import { OrcaStreamWorker, OrcaWorker } from '@picovoice/orca-web';
+import { Dialog, PicoLLMWorker } from '@picovoice/picollm-web';
+import { WebVoiceProcessor } from '@picovoice/web-voice-processor';
+
+type PvObject = {
+ porcupine: PorcupineWorker;
+ cheetah: CheetahWorker;
+ pllm: PicoLLMWorker;
+ dialog: Dialog;
+ orca: OrcaWorker;
+ stream: OrcaStreamWorker;
+};
+
+type PvCallback = {
+ onDetection: (detection: PorcupineDetection) => void;
+ onTranscript: (transcript: string) => void;
+ onEndpoint: () => void;
+ onText: (text: string) => void;
+ onStream: (pcm: Int16Array) => void;
+ onComplete: () => void;
+}
+
+let object: PvObject | null = null;
+
+const init = async (accessKey: string, {
+ onDetection,
+ onEndpoint,
+ onTranscript,
+ onText,
+ onStream,
+ onComplete,
+}: PvCallback) => {
+ if (object !== null) {
+ return;
+ }
+
+ const detectionCallback = async (detection: PorcupineDetection) => {
+ if (detection.index === 0) {
+ await WebVoiceProcessor.unsubscribe(porcupine);
+ await WebVoiceProcessor.subscribe(cheetah);
+ onDetection(detection);
+ }
+ };
+
+ const porcupine = await PorcupineWorker.create(
+ accessKey,
+ BuiltInKeyword.Picovoice,
+ detectionCallback,
+ {
+ publicPath: "models/porcupine_params.pv"
+ });
+
+ const transcriptCallback = async (transcript: CheetahTranscript) => {
+ if (transcript.isEndpoint) {
+ await WebVoiceProcessor.unsubscribe(cheetah);
+ cheetah.flush();
+ }
+ if (transcript.transcript.length > 0) {
+ transcripts.push(transcript.transcript);
+ onTranscript(transcript.transcript);
+ }
+ if (transcript.isFlushed) {
+ onEndpoint();
+ await onCheetahFlushed();
+ }
+ };
+
+ const cheetah = await CheetahWorker.create(
+ accessKey,
+ transcriptCallback,
+ {
+ publicPath: "models/cheetah_params.pv"
+ });
+
+ const pllm = await PicoLLMWorker.create(
+ accessKey,
+ {
+ modelFile: "models/picollm_params.pllm"
+ });
+
+ const orca = await OrcaWorker.create(
+ accessKey,
+ {
+ publicPath: "models/orca_params.pv"
+ });
+
+ const dialog = pllm.getDialog();
+ const stream = await orca.streamOpen();
+
+ const mutex = new Mutex();
+ let transcripts: string[] = [];
+ let synthesized = 0;
+ let stopTokens = 0;
+
+ const stopPhrases = [
+ '', // Llama-2, Mistral, and Mixtral
+ '', // Gemma
+ '<|endoftext|>', // Phi-2
+ ];
+
+ const onCheetahFlushed = async () => {
+ const prompt = transcripts.join('');
+ transcripts = [];
+ dialog.addHumanRequest(prompt);
+
+ const { completion, completionTokens } = await pllm.generate(dialog.prompt(), {
+ completionTokenLimit: 128,
+ temperature: 0.7,
+ topP: 0.6,
+ streamCallback: async (token) => {
+ if (!stopPhrases.includes(token)) {
+ onText(token);
+ await mutex.acquire();
+ const pcm = await stream.synthesize(token);
+ mutex.release();
+ synthesized++;
+ if (pcm !== null) {
+ onStream(pcm);
+ }
+ } else {
+ stopTokens++;
+ }
+ }
+ });
+ dialog.addLLMResponse(completion);
+
+ const waitForSynthesize = () => new Promise(resolve => {
+ const interval = setInterval(() => {
+ if (synthesized === (completionTokens.length - stopTokens)) {
+ clearInterval(interval);
+ resolve();
+ }
+ }, 100);
+ });
+
+ await waitForSynthesize();
+ const pcm = await stream.flush();
+ if (pcm !== null) {
+ onStream(pcm);
+ }
+ synthesized = 0;
+ stopTokens = 0;
+ onComplete();
+ };
+
+ object = {
+ porcupine,
+ cheetah,
+ pllm,
+ orca,
+ dialog,
+ stream,
+ };
+};
+
+const start = async () => {
+ if (object === null) {
+ return;
+ }
+
+ await WebVoiceProcessor.subscribe(object.porcupine);
+}
+
+const getStreamSampleRate = () => {
+ if (object) {
+ return object.orca.sampleRate;
+ } else {
+ return 0;
+ }
+}
+
+const release = async () => {
+ if (object === null) {
+ return;
+ }
+
+ const { porcupine, cheetah, pllm, orca } = object;
+ porcupine.terminate();
+ cheetah.terminate();
+ await pllm.release();
+ orca.terminate();
+
+ object = null;
+};
+
+export {
+ init,
+ start,
+ getStreamSampleRate,
+ release,
+};
diff --git a/recipes/llm-voice-assistant/web/tsconfig.json b/recipes/llm-voice-assistant/web/tsconfig.json
new file mode 100644
index 0000000..ea8e366
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/tsconfig.json
@@ -0,0 +1,21 @@
+{
+ "compilerOptions": {
+ "allowJs": true,
+ "allowSyntheticDefaultImports": true,
+ "downlevelIteration": true,
+ "isolatedModules": false,
+ "lib": ["esnext", "dom"],
+ "module": "esnext",
+ "moduleResolution": "node",
+ "noEmit": false,
+ "outDir": "./dist",
+ "removeComments": false,
+ "resolveJsonModule": true,
+ "sourceMap": true,
+ "strict": true,
+ "target": "esnext",
+ "types": ["node"]
+ },
+ "include": ["src", "module.d.ts", "node_modules/@picovoice/pv-xpu"],
+ "exclude": ["node_modules"]
+}
diff --git a/recipes/llm-voice-assistant/web/types/.gitkeep b/recipes/llm-voice-assistant/web/types/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/recipes/llm-voice-assistant/web/yarn.lock b/recipes/llm-voice-assistant/web/yarn.lock
new file mode 100644
index 0000000..d28f02a
--- /dev/null
+++ b/recipes/llm-voice-assistant/web/yarn.lock
@@ -0,0 +1,3513 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@ampproject/remapping@^2.2.0":
+ version "2.3.0"
+ resolved "https://registry.yarnpkg.com/@ampproject/remapping/-/remapping-2.3.0.tgz#ed441b6fa600072520ce18b43d2c8cc8caecc7f4"
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+ dependencies:
+ "@jridgewell/gen-mapping" "^0.3.5"
+ "@jridgewell/trace-mapping" "^0.3.24"
+
+"@babel/code-frame@^7.24.6":
+ version "7.24.6"
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