Modern Search Is Powered by Neural Hybrid Search

Improved Relevance | Reduced Rules Curation | Faster Time-to-Value | Improved User Experience

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Neural Hybrid Search

Lucidworks Neural Hybrid Search utilizes the power of deep learning to combine the best Lexical and Semantic Vector models for accurate search results across the enterprise. Unlike other solutions, Neural Hybrid Search harmoniously blends out-of-the-box functionality and deep customization, particularly for custom-trained embedding models, LLM and AI models.

Powered by Deep Learning

The neural component of Neural Hybrid Search enables it to understand the context and intent behind a search query. Analyze the keywords in the query and the relationships between them to provide more accurate and relevant results.

The Combination of Lexical and Semantic Search

Neural Hybrid Search’s hybrid approach ensures that clients aren’t limited to a strict set of rules or predefined parameters. Easily adapt to new data and language patterns, improving accuracy and relevance with continued use.

91%Reduction in zero-results queries

10%+Mean Reciprocal Rank improvements

Hybrid Search for Search and Discovery

Neural Hybrid Search harmoniously blends out-of-the-box functionality and deep customization, particularly the ability to use custom-trained embeddings models, to set it apart in the search and discovery market



“B2B commerce organizations struggle with catalog discrepancies, language nuances, and stock discrepancies—all of which negatively impact the buying experience. Neural Hybrid Search is so promising because it automates solutions for these big issues, helping teams provide relevance and improve outcomes with less work.”

— Eric Immermann, Practice Director - Search and Content, Perficient

Why Lucidworks Neural Hybrid Search?

   

Improve search relevance:

Significantly improve user search experiences by accurately interpreting the true meaning and context behind a user’s search to return highly relevant and satisfying results.

Flexible embedding model selection:

Unlike other vendors, Neural Hybrid Search gives enterprises a selection of embedding models (e.g. Lucidworks AI, bring your own models) to power the semantic component.

Reduce operational complexity:

Lucidworks’ unified architecture consolidates different lexical and semantic components, allowing shared context and end-to-end optimization to reduce search ambiguity and operational cost.

Minimize Rule Explosion:

By leveraging AI to power relevance, the system significantly reduces the reliance on manual rules, streamlining maintenance and improving adaptability.

Benefits of Lucidworks Neural Hybrid Search

Expedite time-to-value with out-of-the-box relevance

Get started quickly with pre-trained embedding models and further enhance performance with custom-training models. relevance further with custom-training models

Improve ROI with personalization that works

Personalize user experiences at scale with signal metadata and enterprise-trusted embeddings.

Find the right embedding models for your business

Lucidworks helps enterprises find the right models for their business with a selection of pre-trained open-source and custom-trained embedding models.

Save on operational costs with simplified AI configurations

Reduce resource demand using proprietary AI to eliminate the need for constant rule curation.

Minimize manual curation to near-zero

Platform configuration to deliver high-performance search, reducing rule curation to near-zero

Faster delivery of recommended items

No delay or waiting for a batch job to assemble what similar products are available for each product.

Lucidworks Accolades

A Leader

Lucidworks was named a leader in the 2022 Gartner Magic Quadrant for Insight Engines.

391% ROI

Forrester Total Economic Impact for Lucidworks 2023: $13.9M net present value, <6 months payback

Trillions

of documents indexed

5 out of 10

50% of the top U.S. online retailers use Lucidworks

Make Search A Superpower

Lucidworks uses advanced search and deep learning to make data easily accessible, helping them find what they need and discover even more. Contact us today to learn how Lucidworks can create a best-in-class experience for your customers, employees, and support agents.

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