Abhay Patel

Use natural language prompts to filter posts of any post type via AI.
<h3>Use Cases</h3>
Users can enter natural language prompts across any post type including products, posts, custom post types, and more.
<ul>
<li>
Product Specific Filters:
<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>
Media-Based Filters:
<ul>
<li>Get posts without featured images</li>
<li>Get only products with gallery images</li>
</ul>
</li>
<li>
Logical Conditions (AND/OR):
<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>
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.
<h3>Details of the API integration</h3>
<ul>
<li>
What the service is: 
The plugin integrates with the Cohere Chat API (https://cohere.com), a third-party AI service that specializes in natural language understanding and generation.
</li>
<li>
What it is used for: 
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.
</li>
<li>
What Data is Sent:
<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>
Why the data is sent: 
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.
</li>
<li>
When Data is Sent: 
Only when the admin enters a prompt in the plugin interface and initiates the filter action
</li>
<li>
How Data is Sent: 
Data is sent via a secure <code>wp_remote_post()</code> request to <code>https://api.cohere.com/v2/chat</code>
</li>
<li>
Terms and Privacy:
<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>
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.

AI Post Filter with Cohere

WPSOLR

<h4>Option 1 – Install a search engine on-premise with Docker</h4>
<ul>
<li>Docker search for <a href="https://www.wpsolr.com/how-to-easily-configure-weaviate-on-wordpress/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Weaviate AI (keywords/hybrid/vector)</a></li>
<li>Docker search for <a href="https://www.wpsolr.com/how-to-easily-configure-vespa-ai-search-on-wordpress/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Vespa.ai (keywords/hybrid/vector)</a></li>
<li>Docker search for <a href="https://www.wpsolr.com/how-to-easily-configure-opensearch-on-wordpress/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">OpenSearch (keywords)</a></li>
<li>Docker search for <a href="https://www.wpsolr.com/how-to-easily-configure-solr-on-wordpress/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Apache Solr (keywords)</a></li>
<li>Docker search for <a href="https://www.wpsolr.com/how-to-easily-configure-elasticsearch-on-wordpress/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Elasticsearch (keywords)</a></li>
</ul>
<h4>Option 2 – Using Cloudways? Use their pre-installed search engine service for Elasticsearch 8.x or Opensearch2.x</h4>
<ul>
<li>Cloudways WordPress search for <a href="https://www.wpsolr.com/guide/configuration-step-by-step-schematic/configure-your-indexes/0-connect-your-indexes/create-an-elasticsearch-index/create-a-cloudways-elasticsearch-index/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">OpenSearch (keywords)</a></li>
<li>Cloudways WordPress search for <a href="https://www.wpsolr.com/guide/configuration-step-by-step-schematic/configure-your-indexes/0-connect-your-indexes/create-an-elasticsearch-index/create-a-cloudways-elasticsearch-index/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Elasticsearch (keywords)</a></li>
</ul>
<h4>Option 3 – Alternatively, use the wizard to connect with OpenSolr</h4>
If you cannot install Docker search, our wizard will configure your WordPress search with: 
– A trial Apache Solr index hosted by <a href="https://opensolr.com" rel="nofollow ugc">Opensolr</a> 
– Ajax search & autocompletion 
– Facets (filters) 
– Related posts.
<h4>Option 4 – More features with a subscription</h4>
Consider our flagship plugin <a href="https://www.wpsolr.com/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">WPSolr Enterprise</a> 
– <a href="https://www.wpsolr.com/guide/configuration-step-by-step-schematic/configure-your-indexes/activate-extensions/woocommerce-add-on/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">WooCommerce</a> In/out of stock, attribute variations, price variations, add to basket in suggestions, order/coupon search in back-end. 
– <a href="https://www.wpsolr.com/ai-chatbot-for-wordpress-and-woocommerce/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">AI connectors for RAG and ChatBots</a> Export WordPress data to feed any AI system in real-time: AWS S3, Google Cloud Storage, Kafka, Amazon SQS, Google Cloud Pub/Sub, Google Cloud Run. 
– <a href="https://www.wpsolr.com/which-search-engine-should-you-use/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Manage more than one engine</a>. For instance, Elasticsearch for back-end search, Weaviate AI for front-end search, Solr for suggestions, Recombee for AI Recommendation widgets. 
– <a href="https://www.wpsolr.com/wpsolr-enterprise/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">AI search personalization</a> Algolia AI search personalize, Google Retail search personalization. 
– <a href="https://www.wpsolr.com/wpsolr-pro-plus/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">AI recommendations</a> Algolia Recommend, Amazon Personalize, Recombee, Google Retail AI Personalization. 
– <a href="https://www.wpsolr.com/guide/configuration-step-by-step-schematic/configure-your-indexes/0-connect-your-indexes/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Enterprise hosting providers</a> Amazon Opensearch, Solr Opensolr, Solr Searchstax, Opensearch & Elasticsearch Bonsai, Algolia, Elasticsearch Elastic, Google Retail, Recombee. 
– <a href="https://www.wpsolr.com/facets-filters/?utm_source=wordpress.org&utm_campaign=wpsolr_free" rel="nofollow ugc">Advanced filters and facets</a> Hierarchy tree, slider, range, select, select2, color picker, data picker. 
– …

WPSOLR — AI and keyword search with Docker

Docker AI Search powered by Weaviate and Vespa. Docker keyword search powered by Elasticsearch, OpenSearch, Apache Solr.

AI Post Filter with Cohere vs WPSOLR — AI and keyword search with Docker