Abhay Patel

<p>Use natural language prompts to filter posts of any post type via AI.</p>
<h3>Use Cases</h3>
<p>Users can enter natural language prompts across any post type including products, posts, custom post types, and more.</p>
<ul>
<li>
<p><strong>Product Specific Filters</strong>:</p>
<ul>
<li>Get products published in May and are in stock</li>
<li>Get New arrivals in the Accessories category</li>
<li>Get products on sale in the electronics category</li>
<li>Get products with a sale price less than 30</li>
</ul>
</li>
<li>
<p><strong>Media-Based Filters</strong>:</p>
<ul>
<li>Get posts without featured images</li>
<li>Get only products with gallery images</li>
</ul>
</li>
<li>
<p><strong>Logical Conditions (AND/OR)</strong>:</p>
<ul>
<li>Get Products in stock and published after Jan 1, 2024</li>
<li>Get products from last 7 days that are out of stock</li>
</ul>
</li>
</ul>
<h3>External Services</h3>
<p>This plugin connects to an API provided by Cohere (https://cohere.com) to perform AI-powered filtering of WordPress posts and custom post types. It sends the prompt entered by the admin to Cohere’s <code>/v2/chat</code> endpoint. The API responds with a set of WP_Query arguments based on understanding of the prompt.</p>
<h3>Details of the API integration</h3>
<ul>
<li>
<p><strong>What the service is</strong>:<br />
The plugin integrates with the Cohere Chat API (https://cohere.com), a third-party AI service that specializes in natural language understanding and generation.</p>
</li>
<li>
<p><strong>What it is used for</strong>:<br />
The API is used to analyze admin-entered prompts and return relevant WP_Query arguments. These are used by the plugin to filter posts or custom post types intelligently, enabling semantic searching in the WordPress admin area.</p>
</li>
<li>
<p><strong>What Data is Sent</strong>:</p>
<ul>
<li>The prompt entered by the WordPress admin is sent to the Cohere API. No personal user or customer data is collected or transmitted.</li>
</ul>
</li>
<li>
<p><strong>Why the data is sent</strong>:<br />
The data is sent so that the Cohere API can understand the context of the content and the user’s intent behind the prompt. This allows it to return accurate WP_Query arguments to filter posts, instead of relying on simple keyword-based filters.</p>
</li>
<li>
<p><strong>When Data is Sent</strong>:<br />
Only when the admin enters a prompt in the plugin interface and initiates the filter action</p>
</li>
<li>
<p><strong>How Data is Sent</strong>:<br />
Data is sent via a secure <code>wp_remote_post()</code> request to <code>https://api.cohere.com/v2/chat</code></p>
</li>
<li>
<p><strong>Terms and Privacy</strong>:</p>
<ul>
<li><a href="https://cohere.com/terms-of-use" rel="nofollow ugc">Cohere Terms of Use</a></li>
<li><a href="https://cohere.com/privacy" rel="nofollow ugc">Cohere Privacy Policy</a></li>
</ul>
</li>
</ul>
<p>This API connection is essential for the plugin’s AI features to function. If you choose not to use the AI filtering functionality, the rest of the plugin remains functional.</p>


AI Post Filter with Cohere

stephentwalker

<p><strong>VectorSeek AI Search</strong> transforms your WordPress website into an intelligent, private-search experience powered by your own content. Built for businesses, media publishers, and knowledge-rich websites, VectorSeek helps your visitors and team find answers instantly — with zero training leakage.</p>
<p>🔐 <strong>Privacy-First</strong><br />
Choose to use our private LLMs or connect to public models. VectorSeek runs indexing and AI querying through private, secure infrastructure.</p>
<p>⚡ <strong>Blazing Fast Answers</strong><br />
Built on vector embeddings and retrieval-augmented generation (RAG), VectorSeek delivers high-quality answers from your actual site data.</p>
<p>🧠 <strong>Smart Content Indexing</strong><br />
Automatically pulls and indexes your WordPress pages, posts, PDFs, and other content types.</p>
<p>💬 <strong>Customizable Search Embedding</strong><br />
Choose to include VectorSeek in your search results page, or add a VectorSeek query box with a simple shortcode.</p>
<h3>Features</h3>
<ul>
<li>Private vector-based AI search</li>
<li>Semantic understanding of your content</li>
<li>Embedded AI Search</li>
<li>Supports WordPress posts, pages, PDFs, and custom post types</li>
<li>No data sent to OpenAI or public APIs (unless selected)</li>
</ul>
<h3>Libraries Used / Github Repo</h3>
<h3>CommonMark</h3>
<p><a href="https://github.com/commonmark/commonmark.js/" rel="nofollow ugc">CommonMark</a></p>
<h3>js-cookie</h3>
<p><a href="https://github.com/js-cookie/js-cookie" rel="nofollow ugc">js-cookie</a></p>
<h3>vectorseek-ai-wp</h3>
<p><a href="https://github.com/stw/vectorseek-ai-wp" rel="nofollow ugc">vectorseek-ai-wp</a></p>
<h3>External Services</h3>
<h3>ipify.org</h3>
<p>This plugin connects to an API to obtain your IP address information, it’s<br />
requested to allow troubleshooting of any issues connecting to the vectorseek.ai servers.</p>
<p>It sends the user’s IP to the vectoseek.ai servers along with query information to allow<br />
identification of where queries are originating.</p>
<p>This service is provided by <a href="https://www.ipify.org/" rel="nofollow ugc">ipify</a> and is not shared with any third parties.</p>
<p><a href="https://geo.ipify.org/terms-of-service" rel="nofollow ugc">Terms of Service</a><br />
<a href="https://geo.ipify.org/privacy-policy" rel="nofollow ugc">Privacy Policy</a></p>


VectorSeek AI Search

VectorSeek brings powerful private AI search to your WordPress site. Index your content and provide fast, intelligent answers to users.

AI Post Filter with Cohere vs VectorSeek AI Search