403 lines
17 KiB
PHP
403 lines
17 KiB
PHP
<?php
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namespace App\Console\Commands;
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use App\Models\Template;
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use App\Service\OpenAi\GptCompleter;
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use Illuminate\Console\Command;
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use Illuminate\Support\Facades\Http;
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use Illuminate\Support\Str;
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class GenerateTemplate extends Command
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{
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/**
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* The name and signature of the console command.
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*
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* @var string
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*/
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protected $signature = 'ai:make-form-template {prompt}';
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/**
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* The console command description.
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*
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* @var string
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*/
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protected $description = 'Generates a new form template from a prompt';
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const MAX_RELATED_TEMPLATES = 8;
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const FORM_STRUCTURE_PROMPT = <<<EOD
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You are an AI assistant for OpnForm, a form builder and your job is to build a form for our user.
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Forms are represented as Json objects. Here's an example form:
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```json
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{
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"title": "Contact Us",
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"properties": [
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{
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"help": null,
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"name": "What's your name?",
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"type": "text",
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"hidden": false,
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"required": true,
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"placeholder": "Steve Jobs"
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},
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{
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"help": "We will never share your email with anyone else.",
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"name": "Email",
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"type": "email",
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"hidden": false,
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"required": true,
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"placeholder": "steve@apple.com"
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},
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{
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"help": null,
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"name": "How would you rate your overall experience?",
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"type": "select",
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"hidden": false,
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"select": {
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"options": [
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{"name": 1, "value": 1},
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{"name": 2, "value": 2},
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{"name": 3, "value": 3},
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{"name": 4, "value": 4},
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{"name": 5, "value": 5}
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]
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},
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"prefill": 5,
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"required": true,
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"placeholder": null
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},
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{
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"help": null,
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"name": "Subject",
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"type": "text",
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"hidden": false,
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"required": true,
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"placeholder": null
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},
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{
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"help": null,
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"name": "How can we help?",
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"type": "text",
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"hidden": false,
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"required": true,
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"multi_lines": true,
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"placeholder": null,
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"generates_uuid": false,
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"max_char_limit": "2000",
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"hide_field_name": false,
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"show_char_limit": false
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},
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{
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"help": "Upload any relevant files here.",
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"name": "Have any attachments?",
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"type": "files",
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"hidden": false,
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"placeholder": null
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}
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],
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"description": "<p>Looking for a real person to speak to?</p><p>We're here for you! Just drop in your queries below and we'll connect with you as soon as we can.</p>",
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"re_fillable": false,
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"use_captcha": false,
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"redirect_url": null,
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"submitted_text": "<p>Great, we've received your message. We'll get back to you as soon as we can :)</p>",
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"uppercase_labels": false,
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"submit_button_text": "Submit",
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"re_fill_button_text": "Fill Again",
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"color": "#64748b"
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}
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```
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The form properties can only have one of the following types: 'text', 'number', 'select', 'multi_select', 'date', 'files', 'checkbox', 'url', 'email', 'phone_number', 'signature'.
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All form properties objects need to have the keys 'help', 'name', 'type', 'hidden', 'placeholder', 'prefill'.
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The placeholder property is optional (can be "null") and is used to display a placeholder text in the input field.
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The help property is optional (can be "null") and is used to display extra information about the field.
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For the type "select" and "multi_select", the input object must have a key "select" (or "multi_select") that's mapped to an object like this one:
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```json
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{
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"options": [
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{"name": 1, "value": 1},
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{"name": 2, "value": 2},
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{"name": 3, "value": 3},
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{"name": 4, "value": 4}
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]
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}
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```
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For numerical rating inputs, use a "number" type input and set the property "is_rating" to "true" to turn it into a star rating input. Ex:
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```json
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{
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"name":"How would you rate your overall experience?",
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"type":"number",
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"is_rating": true
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}
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```
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If the form is too long, you can paginate it by adding a page break block in the list of properties:
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```json
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{
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"name":"Page Break",
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"next_btn_text":"Next",
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"previous_btn_text":"Previous",
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"type":"nf-page-break",
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}
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```
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If you need to add more context to the form, you can add text blocks:
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```json
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{
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"name":"My Text",
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"type":"nf-text",
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"content": "<p>This is a text block.</p>"
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}
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```
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Give me the valid JSON object only, representing the following form: "[REPLACE]"
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Do not ask me for more information about required properties or types, only suggest me a form structure.
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EOD;
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const FORM_DESCRIPTION_PROMPT = <<<EOD
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You are an AI assistant for OpnForm, a form builder and your job is to help us build form templates for our users.
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Give me some valid html code (using only h2, p, ul, li html tags) for the following form template page: "[REPLACE]".
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The html code should have the following structure:
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- A paragraph explaining what the template is about
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- A paragraph explaining why and when to use such a form
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- A paragraph explaining who is the target audience and why it's a great idea to build this form
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- A paragraph explaining that OpnForm is the best tool to build this form. They can duplicate this template in a few seconds, and integrate with many other tools through our webhook or zapier integration.
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Each paragraph (except for the first one) MUST start with with a h2 tag containing a title for this paragraph.
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EOD;
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const FORM_SHORT_DESCRIPTION_PROMPT = <<<EOD
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I own a form builder online named OpnForm. It's free to use.
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Give me a 1 sentence description for the following form template page: "[REPLACE]". It should be short and concise, but still explain what the form is about.
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EOD;
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const FORM_INDUSTRY_PROMPT = <<<EOD
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You are an AI assistant for OpnForm, a form builder and your job is to help us build form templates for our users.
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I am creating a form template: "[REPLACE]". You must assign the template to industries. Return a list of industries (minimum 1, maximum 3 but only if very relevant) and order them by relevance (most relevant first).
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Here are the only industries you can choose from: [INDUSTRIES]
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Do no make up any new type, only use the ones listed above.
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Reply only with a valid JSON, being an array of string. Order assigned industries from the most relevant to the less relevant.
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Ex: ["banking_forms","customer_service_forms"]
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EOD;
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const FORM_TYPES_PROMPT = <<<EOD
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You are an AI assistant for OpnForm, a form builder and your job is to help us build form templates for our users.
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I am creating a form template: "[REPLACE]". You must assign the template to one or more types. Return a list of types (minimum 1, maximum 3 but only if very accurate) and order them by relevance (most relevant first).
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Here are the only types you can choose from: [TYPES]
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Do no make up any new type, only use the ones listed above.
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Reply only with a valid JSON, being an array of string. Order assigned types from the most relevant to the less relevant.
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Ex: ["consent_forms","award_forms"]
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EOD;
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const FORM_QAS_PROMPT = <<<EOD
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Now give me 4 to 6 question and answers to put on the form template page. The questions should be about the reasons for this template (when to use, why, target audience, goal etc.).
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The questions should also explain why OpnForm is the best option to create this form (open-source, free to use, integrations etc).
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Reply only with a valid JSON, being an array of object containing the keys "question" and "answer".
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EOD;
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const FORM_TITLE_PROMPT = <<<EOD
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Finally give me a title for the template. It must contain or end with "template". It should be short and to the point, without any quotes.
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EOD;
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const FORM_IMG_KEYWORDS_PROMPT = <<<EOD
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I want to add an image to illustrate this form template page. Give me a relevant search query for unsplash. Reply only with a valid JSON like this:
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```json
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{
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"search_query": ""
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}
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```
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EOD;
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/**
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* Execute the console command.
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*
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* @return int
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*/
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public function handle()
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{
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// Get form structure
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$completer = (new GptCompleter(config('services.openai.api_key')))
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->setAiModel('gpt-3.5-turbo-16k')
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->useStreaming()
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->setSystemMessage('You are an assistant helping to generate forms.');
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$completer->completeChat([
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["role" => "user", "content" => Str::of(self::FORM_STRUCTURE_PROMPT)->replace('[REPLACE]', $this->argument('prompt'))->toString()]
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], 6000);
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$formData = $completer->getArray();
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$formDescriptionPrompt = Str::of(self::FORM_DESCRIPTION_PROMPT)->replace('[REPLACE]', $this->argument('prompt'))->toString();
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$formShortDescription = $completer->completeChat([
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["role" => "user", "content" => Str::of(self::FORM_SHORT_DESCRIPTION_PROMPT)->replace('[REPLACE]', $this->argument('prompt'))->toString()]
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])->getString();
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// If description is between quotes, remove quotes
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$formShortDescription = Str::of($formShortDescription)->replaceMatches('/^"(.*)"$/', '$1')->toString();
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// Get industry & types
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$industry = $this->getIndustries($completer, $this->argument('prompt'));
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$types = $this->getTypes($completer, $this->argument('prompt'));
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// Get Related Templates
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$relatedTemplates = $this->getRelatedTemplates($industry, $types);
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// Now get description and QAs
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$formDescription = $completer->completeChat([
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["role" => "user", "content" => $formDescriptionPrompt]
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])->getHtml();
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$formCoverKeywords = $completer->completeChat([
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["role" => "user", "content" => $formDescriptionPrompt],
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["role" => "assistant", "content" => $formDescription],
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["role" => "user", "content" => self::FORM_IMG_KEYWORDS_PROMPT]
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])->getArray();
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$imageUrl = $this->getImageCoverUrl($formCoverKeywords['search_query']);
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$formQAs = $completer->completeChat([
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["role" => "user", "content" => $formDescriptionPrompt],
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["role" => "assistant", "content" => $formDescription],
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["role" => "user", "content" => self::FORM_QAS_PROMPT]
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])->getArray();
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$formTitle = $completer->completeChat([
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["role" => "user", "content" => $formDescriptionPrompt],
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["role" => "assistant", "content" => $formDescription],
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["role" => "user", "content" => self::FORM_TITLE_PROMPT]
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])->getString();
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$template = $this->createFormTemplate(
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$formData,
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$formTitle,
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$formDescription,
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$formShortDescription,
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$formQAs,
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$imageUrl,
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$industry,
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$types,
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$relatedTemplates
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);
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$this->info('/form-templates/' . $template->slug);
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// Set reverse related Templates
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$this->setReverseRelatedTemplates($template);
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return Command::SUCCESS;
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}
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/**
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* Get an image cover URL for the template using unsplash API
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*/
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private function getImageCoverUrl($searchQuery): ?string
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{
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$url = 'https://api.unsplash.com/search/photos?query=' . urlencode($searchQuery) . '&client_id=' . config('services.unsplash.access_key');
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$response = Http::get($url)->json();
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$photoIndex = rand(0, max(count($response['results']) - 1, 10));
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if (isset($response['results'][$photoIndex]['urls']['regular'])) {
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return Str::of($response['results'][$photoIndex]['urls']['regular'])->replace('w=1080', 'w=600')->toString();
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}
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return null;
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}
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private function getIndustries(GptCompleter $completer, string $formPrompt): array
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{
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$industriesString = Template::getAllIndustries()->pluck('slug')->join(', ');
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return $completer->completeChat([
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["role" => "user", "content" => Str::of(self::FORM_INDUSTRY_PROMPT)
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->replace('[REPLACE]', $formPrompt)
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->replace('[INDUSTRIES]', $industriesString)
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->toString()]
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])->getArray();
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}
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private function getTypes(GptCompleter $completer, string $formPrompt): array
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{
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$typesString = Template::getAllTypes()->pluck('slug')->join(', ');
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return $completer->completeChat([
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["role" => "user", "content" => Str::of(self::FORM_TYPES_PROMPT)
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->replace('[REPLACE]', $formPrompt)
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->replace('[TYPES]', $typesString)
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->toString()]
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])->getArray();
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}
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private function getRelatedTemplates(array $industries, array $types): array
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{
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$templateScore = [];
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Template::chunk(100, function ($otherTemplates) use ($industries, $types, &$templateScore) {
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foreach ($otherTemplates as $otherTemplate) {
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$industryOverlap = count(array_intersect($industries ?? [], $otherTemplate->industry ?? []));
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$typeOverlap = count(array_intersect($types ?? [], $otherTemplate->types ?? []));
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$score = $industryOverlap + $typeOverlap;
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if ($score > 1) {
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$templateScore[$otherTemplate->slug] = $score;
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}
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}
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});
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arsort($templateScore); // Sort by Score
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return array_slice(array_keys($templateScore), 0, self::MAX_RELATED_TEMPLATES);
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}
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private function createFormTemplate(
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array $formData,
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string $formTitle,
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string $formDescription,
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string $formShortDescription,
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array $formQAs,
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?string $imageUrl,
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array $industry,
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array $types,
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array $relatedTemplates
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)
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{
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// Add property uuids, improve form with options
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foreach ($formData['properties'] as &$property) {
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$property['id'] = Str::uuid()->toString(); // Column ID
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// Fix ratings
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if ($property['type'] == 'number' && ($property['is_rating'] ?? false)) {
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$property['rating_max_value'] = 5;
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}
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if (($property['type'] == 'select' && count($property['select']['options']) <= 4)
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|| ($property['type'] == 'multi_select' && count($property['multi_select']['options']) <= 4)) {
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$property['without_dropdown'] = true;
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}
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}
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// Clean data
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$formTitle = Str::of($formTitle)->replace('"', '')->toString();
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return Template::create([
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'name' => $formTitle,
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'description' => $formDescription,
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'short_description' => $formShortDescription,
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'questions' => $formQAs,
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'structure' => $formData,
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'image_url' => $imageUrl,
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'publicly_listed' => true,
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'industries' => $industry,
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'types' => $types,
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'related_templates' => $relatedTemplates
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]);
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}
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private function setReverseRelatedTemplates(Template $newTemplate)
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{
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if (!$newTemplate || count($newTemplate->related_templates) === 0) return;
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$templates = Template::whereIn('slug', $newTemplate->related_templates)->get();
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foreach ($templates as $template) {
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if (count($template->related_templates) < self::MAX_RELATED_TEMPLATES) {
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$template->update(['related_templates' => array_merge($template->related_templates, [$newTemplate->slug])]);
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}
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}
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}
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}
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