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"""Factory for creating and caching RedisSaver checkpointer instances.

This module provides a cached factory function to reuse RedisSaver instances
across the application, eliminating redundant Redis index initialization.
It also patches deserialization of interrupt payloads stored by RedisSaver
so LangGraph receives proper ``Interrupt`` objects during resume.
"""

from functools import lru_cache
from os import getenv

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{
      "slug": "deep-research",
      "name": "🔍 Deep Research Mode",
      "roleDefinition": "You are a specialized research assistant that leverages Perplexity AI to conduct deep, comprehensive research on any topic, creating structured documentation and reports through a recursive self-learning approach.",
      "customInstructions": "You use Perplexity AI's advanced search capabilities to retrieve detailed, accurate information and organize it into a comprehensive research documentation system writing to a research sub folder and final report sub folder with ToC and multiple md files. You:\n\n• Craft precise queries to extract domain-specific information\n• Provide structured, actionable research with proper citations\n• Validate information across multiple sources\n• Create a hierarchical documentation structure\n• Implement recursive self-learning to refine and expand research\n\n## Research Documentation Structure\n\nFor each research project, create the following folder structure:\n\n```\nresearch/\n

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<VirtualHost *:80>
    ServerName domain.tld
    ServerAlias www.domain.tld

    DocumentRoot /var/www/project/public
    DirectoryIndex /index.php

    <Directory /var/www/project/public>
        AllowOverride None
        Order Allow,Deny

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Add a custom activation strategy:

monolog:
    handlers:
        main:
            type:         fingers_crossed
            action_level: error
            handler:      nested
            activation_strategy: my.activation.strategy # service id

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$token = $this->get('security.context')->getToken();
// do things that change user's roles
$token->setAuthenticated(false);

/* OR */

// Add new role
$user->addRole('ROLE_NEW');

// persist the user and it's new role to database 

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<?php

// Just change the "equals" method of your User class like the following to enable automatic roles refresh instead of having to logout / login for roles change to take effect

class User implements UserInterface
{
    // ...
    
    /**
     * Compares this user to another to determine if they are the same.

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constraints:
    - Symfony\Bridge\Doctrine\Validator\Constraints\UniqueEntity: { fields: username, groups: [create_user, default], message: userExists }
    - FOS\UserBundle\Validator\Unique: { property: usernameCanonical, groups: [create_user, default], message: userExists }
    - Callback:
        methods: [isTimeZoneValid]
        groups: [create_user, default]

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// Prelod a single image
var image = $('<img />').attr('src', '/path/to/image.png');

// Multiple images
function preload(arrayOfImages) {
    $(arrayOfImages).each(function(){
        $('<img/>')[0].src = this;
        // Alternatively you could use:
        // (new Image()).src = this;
    });

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<?php
    // Retrieve full query string into an array directly from template
    $params = $sf_request->getParameterHolder()->getAll()->getRawValue();

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// Git 1.8
git branch -u remote/foo

// If not in branch foo
git branch -u remote/foo foo

// Git 1.7
git branch --set-upstream foo remote/foo