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Case study

Knowledge Base System — AI-Powered Article Assistant

An intelligent web app that helps users explore knowledge efficiently. With smart search, instant suggestions, and AI-driven Q&A, it transforms the way users interact with information.

  • 150%+Faster Discovery
  • 100%Higher Engagement
  • 40%Smarter Support
Website mockup preview
App preview Feature preview
Production • AWS

The Challenge

Traditional knowledge bases are often static, slow, and hard to navigate. Users struggle to find the right information quickly, and even when they do, context-specific questions remain unanswered.

Search Limitations

Keyword-based search lacked precision and user-friendliness.

Content Overload

Large volumes of articles made it difficult to locate relevant information.

Lack of Interaction

No way for users to ask clarifying questions about the content.

Our Solution

We built an AI-powered knowledge base system that combines intelligent search with conversational support.

Smart Search with Suggestions

A responsive search bar that provides instant article suggestions as the user types.

Article Reader Interface

Selected articles are displayed in a clean, focused reading box for easy consumption.

AI-Powered Chat Assistant

A contextual “Ask AI” button allows users to open a chat box and get answers directly related to the article content.

Results That Matter

Our solution delivered measurable improvements across key metrics.

0%

Faster Discovery

0%

Higher Engagement

0%

Smarter Support

Project Tech Stack

Tech Stack
HTML HTML
CSS CSS
JS JS
FastAPI FastAPI
Pydantic Pydantic
Python Python
Docker Docker
Git Git
GAI GAI
Tailwind-Css Tailwind-Css