Sagar Deshmukh

<h4>Why “Swayam”?</h4>
<p>Swayam (स्वयं)—an ancient Sanskrit word meaning “self.” Your content. Your knowledge. Autonomously intelligent.</p>
<p>Swayam AI Chatbot is a WordPress plugin that provides an intelligent chatbot powered by Retrieval-Augmented Generation (RAG) technology. It indexes your WordPress content and uses AI to answer visitor questions based on your actual posts, pages, and custom post types.</p>
<h4>Features</h4>
<ul>
<li><strong>RAG-Powered Q&A</strong> – Answers questions using your actual WordPress content as context</li>
<li><strong>Automatic Content Indexing</strong> – Syncs posts, pages, and custom post types to a vector database</li>
<li><strong>Auto-Sync on Publish</strong> – Automatically updates the index when content is published, updated, or deleted</li>
<li><strong>Customizable Chat Interface</strong> – Use the shortcode or floating widget</li>
<li><strong>Admin Dashboard</strong> – Easy configuration with connection testing</li>
<li><strong>REST API</strong> – Programmatic access to the chatbot</li>
<li><strong>Rate Limiting</strong> – Built-in protection against spam</li>
</ul>
<h4>Shortcode Usage</h4>
<p>Embed the chatbot on any page or post:</p>
<pre><code>[swayam_ai_chatbot]
</code></pre>
<p>With custom attributes:</p>
<pre><code>[swayam_ai_chatbot title="Ask about our products" placeholder="What would you like to know?"]
</code></pre>
<h4>External Services</h4>
<p>This plugin connects to the following external services:</p>
<p><strong>Ollama (Required)</strong><br />
This plugin requires a running Ollama instance to generate embeddings and chat responses using the Llama 3.2 model.</p>
<ul>
<li>Ollama website: <a href="https://ollama.com/" rel="nofollow ugc">https://ollama.com/</a></li>
<li>Ollama Privacy Policy: <a href="https://ollama.com/privacy" rel="nofollow ugc">https://ollama.com/privacy</a></li>
<li>Ollama Terms of Service: <a href="https://ollama.com/terms" rel="nofollow ugc">https://ollama.com/terms</a></li>
</ul>
<p>Ollama runs locally on your server or a server you control. No data is sent to third-party cloud services unless you configure it to connect to a remote Ollama instance.</p>
<p><strong>Elasticsearch (Required)</strong><br />
This plugin requires an Elasticsearch instance to store vector embeddings and perform semantic search.</p>
<ul>
<li>Elasticsearch website: <a href="https://www.elastic.co/elasticsearch/" rel="nofollow ugc">https://www.elastic.co/elasticsearch/</a></li>
<li>Elastic Privacy Policy: <a href="https://www.elastic.co/legal/privacy-statement" rel="nofollow ugc">https://www.elastic.co/legal/privacy-statement</a></li>
<li>Elastic Terms of Service: <a href="https://www.elastic.co/legal/elastic-license" rel="nofollow ugc">https://www.elastic.co/legal/elastic-license</a></li>
</ul>
<p>Elasticsearch can run locally on your server. If using Elastic Cloud, your indexed content will be stored on Elastic’s servers according to their privacy policy.</p>
<p><strong>Data Transmitted</strong><br />
* To Ollama: Post content for embedding generation, user questions for response generation<br />
* To Elasticsearch: Post content, titles, excerpts, URLs, and vector embeddings</p>


Swayam AI Chatbot

AI-powered chatbot using RAG (Retrieval-Augmented Generation) to answer questions based on your WordPress content.

horike

<p>Add much extensions and power-up WooCommerce.</p>
<p>We adopted the Elasticsearch to search engine. You can also search, such as a custom field by replacing the WordPress of standard search function. The accuracy of the product search feature dramatically improves in WooCommerce.</p>
<h4>Contributors</h4>
<ul>
<li><a href="https://profiles.wordpress.org/horike" rel="nofollow ugc">Horike Takahiro</a></li>
<li><a href="https://profiles.wordpress.org/hideokamoto" rel="nofollow ugc">Hide Okamoto</a></li>
</ul>
<h4>Suport WP-CLI</h4>
<p>Set up Elasticsearch below.     wp elasticsearch setup –host=example.com –port=9200</p>


Elasticommerce Search Form

This plugin is that WooComerce product search replace WordPress DB with Elasticsearch.

Swayam AI Chatbot vs Elasticommerce Search Form