# Semantic Search AI Pro
The **Semantic Search AI Pro** Bubble plugin enables secure, meaning-based database search by integrating **OpenAI embeddings** and **Pinecone vector technology** to create intelligent discovery engines for applications like e-commerce and digital libraries.

## Overview

It employs a hybrid approach, combining vector similarity with metadata constraints. The plugin is entirely backend-executed and requires active accounts with both **OpenAI** (for embeddings) and **Pinecone** (for vector hosting).

## Core Actions

### 1. Push to Vector DB
Indexes your Bubble records into the Pinecone vector database for fast retrieval.

### 2. Semantic Filter Extractor
Converts natural language queries into structured JSON filters using AI.

### 3. Semantic Search Retrieve
Queries the vector database and returns matching Bubble Unique IDs.