100% Accuracy Rate in Retrieval Success: See How Indium’s iSearch Empowered a Medical School’s Learning Revolution
Overwhelmed by Educational Resources?
The client a leading medical school, faced a growing mountain of educational materials. The sheer volume of information was becoming a burden for both faculty and students, from PDFs and syllabi to presentations and research papers. Finding the right resources quickly and efficiently was a challenge.
Time-consuming Searches
Locating specific information often involved sifting through countless folders and databases, wasting valuable study and 1 teaching time.
Limited Accessibility
Educational materials were scattered across different platforms, making it difficult for 2 everyone to access what they needed.
Inconsistent Organization
The lack of a centralized search system led to inconsistencies in how 3 materials were organized and labeled.
To address these challenges, the medical school needed a solution that could:
Centralize educational resources
Create a single point of access for all learning materials, including PDFs, presentations, videos, and more.
Facilitate fast and accurate searches
Enable faculty and students to find the information they need quickly and easily through a user-friendly search interface.
Support diverse search criteria:
Allow users to search by topic, theme, keyword, file type, or even embedded content within documents.
Offer a user-friendly experience
Provide a simple and intuitive user interface for uploading, searching, and filtering documents.
By implementing these solutions, the medical school aimed to improve students’ and faculty’ overall learning experience.
iSearch: A Powerful Solution for Educational Resource Management
We addressed the client’s challenges by developing iSearch, a comprehensive search engine specifically designed for educational materials leveraging an LLM-based search engine. iSearch tackled the issues of information overload and inefficient search with a multi-faceted approach:
Universal Document Support
iSearch acted as a central hub, seamlessly indexing and searching through a wide range of document types, including PDFs, presentations, syllabi, images, videos, and various text formats.
Advanced Search Capabilities
iSearch went beyond simple keyword searches. It incorporated semantic search, which understood the context and meaning behind keywords, to deliver highly relevant results. Users could now find the information they need faster and with greater accuracy.
Refined Results with Search Facets
iSearch empowered users to refine their search results further using search facets. These acted like filters, allowing users to narrow down results based on specific criteria like theme, topic, author, or date. This level of granularity ensured users found precisely what they were looking for.
Intuitive User Interface
Built with a user-friendly Angular-based interface, iSearch simplified the upload, search, and filtering process. Users could easily upload new documents, conduct searches, and apply filters to get the most out of the system. Additionally, the UI highlighted the relevant sections where the search keywords appeared in each document, saving valuable time spent sifting through irrelevant information.
By leveraging the power of Python, AngularJS, FastAPI, and OpenSearch, iSearch provides a robust and scalable solution for managing and accessing educational resources. This section showcases the technical aspects of iSearch and how it directly addresses the client’s challenges identified earlier
The Tangible Benefits of iSearch: Increased Accuracy, Speed, and Manageability
iSearch’s impact on our client has been nothing short of transformative. Here’s a glimpse into the quantifiable improvements:
Unmatched Accuracy
iSearch boasts a remarkable 100% accuracy rate in retrieving relevant files. This means users can be confident that they’re getting the exact resources they need, eliminating wasted time spent sifting through irrelevant material.
Lightning-fast Retrieval
Data retrieval speeds have been increased by a factor of 10. This significantly reduces search time, allowing faculty and students to focus on learning and teaching rather than wrestling with cumbersome search processes.
Universal Document Support
With support for over 15 different document types, iSearch eliminates users’ need to navigate multiple platforms or file formats. This centralized access streamlines the learning experience. cumbersome search processes.
About Indium
Indium is an Al-driven digital engineering company that helps enterprises build, scale, and innovate with cutting-edge technology. We specialize in custom solutions, ensuring every engagement is tailored to business needs with a relentless customer-first approach. Our expertise spans Generative Al, Product Engineering, Intelligent Automation, Data & Al, Quality Engineering, and Gaming, delivering high-impact solutions that drive real business impact.
With 5,000+ associates globally, we partner with Fortune 500, Global 2000, and leading technology firms across Financial Services, Healthcare, Manufacturing, Retail, and Technology-driving impact in North America, India, the UK, Singapore, Australia, and Japan to keep businesses ahead in an Al-first world.
