
Precision and Speed in Data Retrieval
The Techginity AI Retrieval Engine rapidly matches user queries to your ingested content, delivering highly accurate responses to the API endpoint of your choice—ensuring seamless and efficient access to critical information.
Enterprise-Grade Search & Retrieval
Our solutions enable you to process massive volumes of data swiftly and efficiently, leveraging the latest AI innovations.
Delivers results with industry-leading speed and precision.


Converts user queries into vectors and precisely matches them to trusted content.


Links responses to original documents, allowing users to access deeper insights.


How it Works?
01 - Generate Query Embeddings
The Techginity AI Retrieval Engine leverages advanced AI-driven techniques to accurately extract relevant information from its vector database. Techniques like short query prefixing, synonym expansion, query backoff, query disambiguation, and query canonicalization ensure a deep understanding of user intent. Once processed, the Retrieval Engine converts the user’s query into a set of machine-readable vector embeddings, which are then used in the content matching process for precise retrieval.
02 - Match Content
03 - Re-Rank Content
04 - Collect User Feedback
01 - Generate Query Embeddings
The Techginity AI Retrieval Engine leverages advanced AI-driven techniques to accurately extract relevant information from its vector database. Techniques like short query prefixing, synonym expansion, query backoff, query disambiguation, and query canonicalization ensure a deep understanding of user intent. Once processed, the Retrieval Engine converts the user’s query into a set of machine-readable vector embeddings, which are then used in the content matching process for precise retrieval.
02 - Match Content
03 - Re-Rank Content
04 - Collect User Feedback
01 - Generate Query Embeddings
The Techginity AI Retrieval Engine leverages advanced AI-driven techniques to accurately extract relevant information from its vector database. Techniques like short query prefixing, synonym expansion, query backoff, query disambiguation, and query canonicalization ensure a deep understanding of user intent. Once processed, the Retrieval Engine converts the user’s query into a set of machine-readable vector embeddings, which are then used in the content matching process for precise retrieval.
02 - Match Content
03 - Re-Rank Content
04 - Collect User Feedback


Support
Frequently Asked Questions
Is the Techginity AI Ingestion Engine required to use the Techginity AI Retrieval Engine?
Yes. The Techginity AI Retrieval Engine is optimized to work with data that has been ingested, cleaned, chunked, and embedded by the Techginity AI Ingestion Engine. Both engines—along with the Techginity AI Generative Engine—are highly flexible and configurable, allowing developers to tailor workflows and send responses to the API endpoint of their choice.
Is the Techginity AI Ingestion Engine required to use the Techginity AI Retrieval Engine?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
Is the Techginity AI Ingestion Engine required to use the Techginity AI Retrieval Engine?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What level of scale and latency does the Techginity AI Retrieval Engine offer?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What level of scale and latency does the Techginity AI Retrieval Engine offer?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What level of scale and latency does the Techginity AI Retrieval Engine offer?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What Sets the Techginity AI Retrieval Engine Apart?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What Sets the Techginity AI Retrieval Engine Apart?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
What Sets the Techginity AI Retrieval Engine Apart?
Vidovdan supports integration with major cloud platforms, providing effortless deployment and scalability for AI applications. Our solutions seamlessly work with AWS, Google Cloud, Microsoft Azure, and more, offering flexibility and optimization for your AI projects.
Industries We Serve In

Techginity AI for Education
Enhance efficiency and streamline knowledge access for educators, administrators, and students with instant, accurate answers.

Techginity AI for Education
Enhance efficiency and streamline knowledge access for educators, administrators, and students with instant, accurate answers.

Techginity AI for Education
Enhance efficiency and streamline knowledge access for educators, administrators, and students with instant, accurate answers.

Techginity AI for Education
Enhance efficiency and streamline knowledge access for educators, administrators, and students with instant, accurate answers.

Techginity AI for Defense and Intelligence
Deploy secure, cutting-edge generative AI solutions that quickly deliver trusted answers from authoritative sources

Techginity AI for Defense and Intelligence
Deploy secure, cutting-edge generative AI solutions that quickly deliver trusted answers from authoritative sources

Techginity AI for Defense and Intelligence
Deploy secure, cutting-edge generative AI solutions that quickly deliver trusted answers from authoritative sources

Techginity AI for Defense and Intelligence
Deploy secure, cutting-edge generative AI solutions that quickly deliver trusted answers from authoritative sources

Techginity AI for Energy
Equip operations, maintenance, logistics, and engineering teams with timely, precise answers extracted from complex technical content.

Techginity AI for Energy
Equip operations, maintenance, logistics, and engineering teams with timely, precise answers extracted from complex technical content.

Techginity AI for Energy
Equip operations, maintenance, logistics, and engineering teams with timely, precise answers extracted from complex technical content.

Techginity AI for Energy
Equip operations, maintenance, logistics, and engineering teams with timely, precise answers extracted from complex technical content.

Techginity AI for Life Sciences
Advance research and healthcare with AI-driven insights and rapid, reliable answers.

Techginity AI for Life Sciences
Advance research and healthcare with AI-driven insights and rapid, reliable answers.

Techginity AI for Life Sciences
Advance research and healthcare with AI-driven insights and rapid, reliable answers.

Techginity AI for Life Sciences
Advance research and healthcare with AI-driven insights and rapid, reliable answers.

Techginity AI for Manufacturing
Equip sales teams, service professionals, field technicians, and channel partners with instant, reliable answers sourced from complex technical content, ensuring efficiency and accuracy in every operation.

Techginity AI for Manufacturing
Equip sales teams, service professionals, field technicians, and channel partners with instant, reliable answers sourced from complex technical content, ensuring efficiency and accuracy in every operation.

Techginity AI for Manufacturing
Equip sales teams, service professionals, field technicians, and channel partners with instant, reliable answers sourced from complex technical content, ensuring efficiency and accuracy in every operation.

Techginity AI for Manufacturing
Equip sales teams, service professionals, field technicians, and channel partners with instant, reliable answers sourced from complex technical content, ensuring efficiency and accuracy in every operation.

Techginity AI for State and Local Government
Expand access to critical knowledge and enhance public services with AI-powered solutions that help agencies efficiently serve their communities.

Techginity AI for State and Local Government
Expand access to critical knowledge and enhance public services with AI-powered solutions that help agencies efficiently serve their communities.

Techginity AI for State and Local Government
Expand access to critical knowledge and enhance public services with AI-powered solutions that help agencies efficiently serve their communities.

Techginity AI for State and Local Government
Expand access to critical knowledge and enhance public services with AI-powered solutions that help agencies efficiently serve their communities.

Seamless integration with Generative LLMs powers instant, precise, and verifiable AI responses.

Seamless integration with Generative LLMs powers instant, precise, and verifiable AI responses.

Seamless integration with Generative LLMs powers instant, precise, and verifiable AI responses.

Seamless integration with Generative LLMs powers instant, precise, and verifiable AI responses.


