vemuladinesh

<p>Vemula AI Content Layer converts your WordPress content into AI-friendly structured formats that LLMs, RAG pipelines, and AI search agents can actually understand.</p>
<p>Core Features:</p>
<ul>
<li>Markdown Endpoints – Access any post or page as clean Markdown at <code>/your-post.md</code></li>
<li>JSON Endpoints – Structured JSON output with metadata at <code>/your-post.json</code></li>
<li>RAG Mode – Chunked, embedding-ready content at <code>/your-post.rag</code></li>
<li>llms.txt Generator – Auto-generated site index at <code>/llms.txt</code></li>
<li>AI Content Cleaning – Strips scripts, styles, nav, and layout clutter</li>
<li>AI Analytics – Track GPTBot, ClaudeBot, Perplexity, and other AI crawlers</li>
<li>Privacy Controls – Exclude post types or individual posts from AI endpoints</li>
<li>Caching Layer – Fast responses with WordPress transient caching</li>
<li>Rate Limiting – Protect against abuse with per-IP rate limiting</li>
</ul>
<p>YAML Front Matter is automatically prepended to all Markdown output:</p>
<pre><code>---
title: "My Post"
description: "Post excerpt..."
date: "2026-03-24"
tags: ["seo", "ai"]
reading_time: 5
---
</code></pre>


Vemula AI Content Layer

Expose your WordPress content as Markdown, JSON, RAG chunks, and an llms.txt index so LLMs and AI agents can read it cleanly.

Shazahanul Islam Shohag

<p>Smart Sense adds an AI-generated summary to the top of your WordPress search results. It retrieves relevant passages from your posts, pages, and optional custom post types, then produces a short answer with links to the source content.</p>
<p>The plugin works with OpenAI, Google Gemini, and Anthropic Claude. Choose a provider and add your API key in Settings. You can optionally enable embeddings to improve relevance.</p>
<p>Smart Sense is designed for a straightforward setup. Install it, add your API key, and enable the services you need.</p>
<h3>Key Features</h3>
<ul>
<li>AI-generated search summaries (with citations to your content)</li>
<li>Links to the posts and pages used to create the answer</li>
<li>Supports OpenAI, Google Gemini, and Anthropic Claude</li>
<li>Optional embeddings for improved relevance</li>
<li>Works with posts, pages, and custom post types</li>
<li>Simple setup in the WordPress admin</li>
</ul>
<h3>How It Works (RAG)</h3>
<ol>
<li>Index selected content from your site (posts, pages, and CPTs).</li>
<li>Retrieve relevant text snippets for a visitor’s query.</li>
<li>Generate a concise summary using the retrieved snippets.</li>
<li>Display the summary with links back to the original content.</li>
</ol>
<h3>Privacy</h3>
<p>This plugin uses third‑party AI services to generate summaries. Depending on your configuration, portions of your site content (titles, excerpts, or full text) are sent to the provider you select for processing.</p>
<h3>AI Services</h3>
<ul>
<li>
<p>OpenAI (ChatGPT)</p>
<ul>
<li>Data sent: post/page/custom post type content (text) for summary generation</li>
<li>Privacy Policy: https://openai.com/policies/privacy-policy</li>
<li>Terms of Service: https://openai.com/policies/terms-of-use</li>
</ul>
</li>
<li>
<p>Google Gemini (Google AI Studio)</p>
<ul>
<li>Data sent: post/page/custom post type content (text) for summary generation</li>
<li>Privacy Policy: https://policies.google.com/privacy</li>
<li>Terms of Service: https://ai.google.dev/terms</li>
</ul>
</li>
<li>
<p>Anthropic Claude</p>
<ul>
<li>Data sent: post/page/custom post type content (text) for summary generation</li>
<li>Privacy Policy: https://www.anthropic.com/legal/privacy</li>
<li>Terms of Service: https://www.anthropic.com/legal/terms</li>
</ul>
</li>
</ul>
<p>Personal data is not intentionally transmitted unless it appears within the content you choose to process.</p>
<h3>Embeddings</h3>
<p>If embeddings are enabled, text content may be sent to your configured provider to create vector representations that improve retrieval and relevance. Embedding usage is subject to the provider’s terms and policies listed above.</p>
<h3>Third‑Party Services</h3>
<p>This plugin can integrate with:<br />
– INSPECTOR (https://inspector.dev/) for observing and analyzing the performance of external requests.</p>
<p>To use INSPECTOR, set <code>putenv("INSPECTOR_INGESTION_KEY=your_key_here");</code> in <code>wp-config.php</code>.</p>
<h3>General Notes</h3>
<ul>
<li>The plugin stores its own settings in your WordPress database.</li>
<li>Content is sent only to the AI provider(s) you configure, for the sole purpose of generating summaries or embeddings.</li>
<li>By enabling an AI provider, you agree that portions of your content will be transmitted to that provider to deliver the plugin’s functionality.</li>
</ul>
<h3>Configuration</h3>
<p>After installation:<br />
– Obtain API keys for your chosen provider<br />
– Configure model settings<br />
– Enable the smart search feature<br />
– Test on your search page</p>


Smart Sense – AI Knowledge Base for Posts, Pages, and CPTs

Adds AI-generated summaries to your search results by retrieving relevant content from your site.

Vemula AI Content Layer vs Smart Sense – AI Knowledge Base for Posts, Pages, and CPTs