The AI Embeddings Search extension enhances the storefront’s global search by using AI-generated embeddings from Large Language Models (LLMs) and NLP techniques. This approach focuses on meaning rather than exact keyword matches. It supports integration with external embedding providers like LangServe and OpenAI, and offers configurable search parameters. Compatible with OroCommerce EE 6.0.2+ and Elasticsearch 8.13+.
Key Features and Benefits
Back-Office Configuration: A new set of configuration options under System Configuration > Commerce > Search > AI Embeddings Search allows admins to enable AI Embeddings search (auto-triggers full reindex), choose an embedding provider (LangServe or OpenAI), set the similarity threshold (0.0–1.0), and limit the number of search results.
Semantic Search: Uses AI embeddings to interpret user intent and return more relevant results compared to traditional keyword-based searches.
Search Variability: Automatically handles synonyms, spelling errors, translations, and contextual queries to reduce zero-result searches.
Boosted Result Ranking: Allows admins to boost the position of embedding-based results to ensure visibility of semantically matched content.
Support for Multiple Providers: Integrates with LangServe and OpenAI APIs for embedding generation, allowing flexibility based on business needs and infrastructure.
Seamless OroCommerce Integration: Built for OroCommerce EE 6.0.2+ and Elasticsearch 8.13+, offering a stable and scalable solution for intelligent search.
Before installing this extension, please be aware of the following conditions that apply to its use.
- Please check Oro Documentation for extension installation and management instructions.
- This extension is provided “AS-IS” and without warranty of any kind, and it is not covered by the Oro User licenses agreement.
- Users of this extension can modify it and use modified code following OSL-3.0. licence.
- Before using this extension in a production environment, ensure it’s validated on any development environment.
Oro Team extensions maintenance and modifications are possible in scope of a dedicated agreement. Contact an Oro Representative for more information.