NEW! Download Gartner® Report: Use RAG as a Service to Boost Your AI-Ready Data. Get Started.




NEW! Download Gartner® Report: Use RAG as a Service to Boost Your AI-Ready Data. Get Started.




NEW! Download Gartner® Report: Use RAG as a Service to Boost Your AI-Ready Data. Get Started.




SearchAI Hybrid Search
SearchAI Hybrid Search


A search experience that finds what you didn’t know you were looking for.
A search experience that finds what you didn’t know you were looking for.
Unlock hidden insights across your entire content ecosystem, surfacing valuable connections you never knew existed. SearchAI’s Hybrid Search blends vector search with traditional keyword search to understand context and meaning beyond simple terms - Transforming how you discover information: smarter, deeper, and
more intuitive than ever before.
Unlock hidden insights across your entire content ecosystem, surfacing valuable connections you never knew existed. SearchAI’s Hybrid Search blends vector search with traditional keyword search to understand context and meaning beyond simple terms - Transforming how you discover information: smarter, deeper, and
more intuitive than ever before.

Test drive Hybrid Search for your website
Compare Hybrid vs Keyword search
Experience contextually relevant search



Hybrid Search with your Own Data
Request a Custom Demo!
Provide your website URL and we'll get back to you
within 2 business days.

Our growing suite of AI-driven tools help organizations automatically enhance user experience by connecting users to the data they really want.
Automatic Relevance Tuning ensures the search results are always the best. It optimizes results beyond just matching keywords, delivering truly relevant content automatically. Learn More
Automatic Relevance Tuning ensures the search results are always the best. It optimizes results beyond just matching keywords, delivering truly relevant content automatically. Learn More
PageDNA analyzes documents to grasp their essential meaning. This ensures your search accurately matches user queries to the most contextually relevant content within documents. Learn More
PageDNA analyzes documents to grasp their essential meaning. This ensures your search accurately matches user queries to the most contextually relevant content within documents. Learn More
With SearchAI's Integrated Hybrid Search & RAG Platform, your organization can unify all AI initiatives like never before.
With SearchAI's Integrated Hybrid Search & RAG Platform, your organization can unify all AI initiatives like never before.
This platform delivers a seamless experience, integrating RAG, Hybrid Search, Chatbots, and Agents. It simplifies deployment, unifies data, and ensures every AI application works in harmony for unparalleled knowledge discovery.
This platform delivers a seamless experience, integrating RAG, Hybrid Search, Chatbots, and Agents. It simplifies deployment, unifies data, and ensures every AI application works in harmony for unparalleled knowledge discovery.
Now, with the addition of SearchAI Hybrid Search, a user’s search results can surpass what they could ever have expected.
Now, with the addition of SearchAI Hybrid Search, a user’s search results can surpass what they could ever have expected.
SearchAI Hybrid Search produces results that understand the user’s intent and go beyond what they have even considered, taking into account the intent, context and relationship between the words.
SearchAI Hybrid Search produces results that understand the user’s intent and go beyond what they have even considered, taking into account the intent, context and relationship between the words.
LLM-Powered Reranking uses advanced algorithms to re-evaluate and re-order initial results. By contextually scoring each item, it surfaces truly relevant answers/results – First. Learn More
LLM-Powered Reranking uses advanced algorithms to re-evaluate and re-order initial results. By contextually scoring each item, it surfaces truly relevant answers/results – First. Learn More
Intelligent Metadata Enhancement automatically generates Metadata for structured and unstructured data. These include titles, summaries & topics. This technical enrichment makes documents more findable. Learn More
Intelligent Metadata Enhancement automatically generates Metadata for structured and unstructured data. These include titles, summaries & topics. This technical enrichment makes documents more findable. Learn More
SearchAI Hybrid Search combines vector search, keyword search and the power of a private LLM to provide a highly relevant search experience
SearchAI Hybrid Search combines vector search, keyword search and the power of a private LLM to provide a highly relevant search experience
Our Hybrid Search tool takes search to a new level by combining our intelligent search capabilities with the benefits of semantic search, creating a model that gives you the best of both worlds. It essentially adds an additional layer on top of our intelligent search, producing unexpected but contextually relevant results.
Understanding User Query
Understanding User Query
Hybrid Search analyzes user search and understands intent — not just the keyword — to retrieve results that are unexpected, but useful, to users and customers.
Offering Useful Results
Offering Useful Results
Hybrid Search leverages Natural Language Processing (NLP) and identifies synonyms and related concepts to give users a personalized experience.
Minimizes User Guesswork
Minimizes User Guesswork
Hybrid Search is particularly useful for users who aren’t sure what they’re looking for. Using search intent, the user is given related content that fits their need.

How does traditional keyword search compare against AI-driven Hybrid Search? See for yourself.
How does traditional keyword search compare against AI-driven Hybrid Search? See for yourself.
Feature
Feature
Keyword Search
Keyword Search
Semantic Search
Semantic Search
How the query is understood.
Looks for exact words or phrases in the text of documents.
Analyzes query to understand user intent, and leverages that understanding to retrieve results that are likely to be useful to the user.
Vocabulary and grammar limitations.
Limited to the vocabulary and grammar of the language used in the query.
Can understand intent behind query via Natural Language Processing (NLP) and can look into synonyms and related concepts.
How search results are retrieved.
Retrieves documents that contain the exact keywords or phrases in the query.
Retrieves results that match intent of the query, rather than just simple keywords or phrases.
How relevant the results are to the query.
Results may not be as relevant if the query is not formulated clearly, or if the user is looking for information that is not explicitly stated in the query.
Can be more effective when the user’s query is not clearly formulated or when the user is looking for information that is not explicitly stated in the query.
We like to think of Hybrid Search as the virtual version of a librarian. In a physical setting, you approach a librarian with a book or topic you are looking for and they are often able to find what you need while giving you options you never considered. The librarian can evaluate your intent along with the resources and content in the library, so can Hybrid Search.
We like to think of Hybrid Search as the virtual version of a librarian. In a physical setting, you approach a librarian with a book or topic you are looking for and they are often able to find what you need while giving you options you never considered. The librarian can evaluate your intent along with the resources and content in the library, so can Hybrid Search.
Timo Selvaraj, Chief Product Officer
Timo Selvaraj, Chief Product Officer

Test drive Hybrid Search for your website
Compare Hybrid vs Keyword search
Experience contextually relevant search



Hybrid Search with your Own Data
Request a Custom Demo!
Provide your website URL and we'll get back to you
within 2 business days.

Test drive Hybrid Search for your website
Compare Hybrid vs Keyword search
Experience contextually relevant search



Hybrid Search with your Own Data
Request a Custom Demo!
Provide your website URL and we'll get back to you
within 2 business days.
SearchAI Hybrid Search
A search experience that finds what you didn’t know you were looking for.


Users may be confident in the search terms they are using, but they don’t always know what they don’t know — leaving important content inaccessible.
Most technologies rely on keyword search and advancements that build on the keyword itself. SearchBlox has built an arsenal of tools that leverage Artificial Intelligence (AI) to help users expand their search beyond keywords and phrases.
Unlock hidden insights across your entire content ecosystem, surfacing valuable connections you never knew existed. SearchAI’s Hybrid Search blends vector search with traditional keyword search to understand context and meaning beyond simple terms - Transforming how you discover information: smarter, deeper, and more intuitive than ever before.
Our growing suite of AI-driven tools help organizations automatically enhance user experience by connecting users to the data they really want.
Automatic Relevance Tuning ensures the search results are always the best. It optimizes results beyond just matching keywords, delivering truly relevant content automatically. Learn More
PageDNA analyzes documents to grasp their essential meaning. This ensures your search accurately matches user queries to the most contextually relevant content within documents. Learn More
Now, with the addition of SearchAI Hybrid Search, a user’s search results can surpass what they could ever have expected.
SearchAI Hybrid Search produces results that understand the user’s intent and go beyond what they have even considered, taking into account the intent, context and relationship between the words.
LLM-Powered Reranking uses advanced algorithms to re-evaluate and re-order initial results. By contextually scoring each item, it surfaces truly relevant answers/results – First. Learn More
Intelligent Metadata Enhancement automatically generates Metadata for structured and unstructured data. These include titles, summaries & topics. This technical enrichment makes documents more findable.
With SearchAI's Integrated Hybrid Search & RAG Platform, your organization can unify all AI initiatives like never before.
This platform delivers a seamless experience, integrating RAG, Hybrid Search, Chatbots, and Agents. It simplifies deployment, unifies data, and ensures every AI application works in harmony for unparalleled knowledge discovery.
SearchAI Hybrid Search combines vector search, keyword search and the power of a private LLM to provide a highly relevant search experience
Our Hybrid Search tool takes search to a new level by combining our intelligent search capabilities with the benefits of semantic search, creating a model that gives you the best of both worlds. It essentially adds an additional layer on top of our intelligent search, producing unexpected but contextually relevant results.
Understanding User Query
Hybrid Search analyzes user search and understands intent — not just the keyword — to retrieve results that are unexpected, but useful, to users and customers.
Offering Useful Results
Hybrid Search leverages Natural Language Processing (NLP) and identifies synonyms and related concepts to give users a personalized experience.
Minimizes User Guesswork
Hybrid Search is particularly useful for users who aren’t sure what they’re looking for. Using search intent, the user is given related content that fits their need.


Feature
Keyword Search
Semantic Search
How the query is understood.
Looks for exact words or phrases in the text of documents.
Analyzes query to understand user intent, and leverages that understanding to retrieve results that are likely to be useful to the user.
Vocabulary and grammar limitations.
Limited to the vocabulary and grammar of the language used in the query.
Can understand intent behind query via Natural Language Processing (NLP) and can look into synonyms and related concepts.
How search results are retrieved.
Retrieves documents that contain the exact keywords or phrases in the query.
Retrieves results that match intent of the query, rather than just simple keywords or phrases.
How relevant the results are to the query.
Results may not be as relevant if the query is not formulated clearly, or if the user is looking for information that is not explicitly stated in the query.
Can be more effective when the user’s query is not clearly formulated or when the user is looking for information that is not explicitly stated in the query.
How the query is understood.
Keyword Search
Looks for exact words or phrases in the text of documents.
Semantic Search
Analyzes query to understand user intent, and leverages that understanding to retrieve results that are likely to be useful to the user.
Vocabulary and grammar limitations.
How search results are retrieved.
How relevant the results are to the query.
How the query is understood.
Keyword Search
Looks for exact words or phrases in the text of documents.
Semantic Search
Analyzes query to understand user intent, and leverages that understanding to retrieve results that are likely to be useful to the user.
Vocabulary and grammar limitations.
How search results are retrieved.
How relevant the results are to the query.
We like to think of Hybrid Search as the virtual version of a librarian. In a physical setting, you approach a librarian with a book or topic you are looking for and they are often able to find what you need while giving you options you never considered. The librarian can evaluate your intent along with the resources and content in the library, so can Hybrid Search.
Timo Selvaraj, Chief Product Officer

Test drive Hybrid Search for your website
Compare Hybrid vs Keyword search
Experience contextually relevant search



Hybrid Search with your Own Data
Request a Custom Demo!
Provide your website URL and we'll get back to you
within 2 business days.

Test drive Hybrid Search for your website
Compare Hybrid vs Keyword search
Experience contextually relevant search



Hybrid Search with your Own Data
Request a Custom Demo!
Provide your website URL and we'll get back to you
within 2 business days.
We work with industry leaders.
You’re in very good company.
More than 600 enterprises — some of the biggest names in government, healthcare and financial services — use SearchBlox to power their insight engine.

























We work with industry leaders.
You’re in very good company.
More than 600 enterprises — some of the biggest names in government, healthcare and financial services — use SearchBlox to power their insight engine.
We work with industry leaders.
You’re in very good company.
More than 600 enterprises — some of the biggest names in government, healthcare and financial services — use SearchBlox to power their insight engine.
Enhance your users’ digital experience.
We build AI-driven software to help organizations leverage their unstructured and structured data for operational success.
4870 Sadler Road, Suite 300, Glen Allen, VA 23060 sales@searchblox.com | (866) 933-3626
Still learning about AI? See our comprehensive Enterprise Search RAG 101, ChatBot 101 and AI Agents 101 guides.
©2025 SearchBlox Software, Inc. All rights reserved.
Enhance your users’ digital experience.
We build AI-driven software to help organizations leverage their unstructured and structured data for operational success.
4870 Sadler Road, Suite 300, Glen Allen, VA 23060 sales@searchblox.com | (866) 933-3626
Still learning about AI? See our comprehensive Enterprise Search RAG 101, ChatBot 101 and AI Agents 101 guides.
©2024 SearchBlox Software, Inc. All rights reserved.
Enhance your users’ digital experience.
We build AI-driven software to help organizations leverage their unstructured and structured data for operational success.
4870 Sadler Road, Suite 300, Glen Allen, VA 23060 sales@searchblox.com | (866) 933-3626
Still learning about AI? See our comprehensive Enterprise Search RAG 101, ChatBot 101 and AI Agents 101 guides.
©2025 SearchBlox Software, Inc. All rights reserved.