Resource Library > Demo Library > ChatGPT-like Chatbot on Image-based Data
Enterprises rely heavily on technical documents, flowcharts, schematics, and scanned reports for decision-making. However, most AI-driven chatbots focus only on text-based documents and fail to interpret image-heavy content.
We have developed this AI-powered ChatGPT-like chatbot for an engineering company. This conversational AI assistant is capable of understanding, interpreting, and responding to queries based on diagrams, flowcharts, charts, and scanned PDFs. This chatbot integrates computer vision, OCR, and LLM-based Retrieval-Augmented Generation (RAG) to extract insights from both textual and visual information within documents.
Many organizations, especially in engineering, manufacturing, healthcare, finance, and R&D, work extensively with image-based documents such as:
Traditional document retrieval systems and chatbots fail to understand or process non-text content, leading to:
Our solution bridges this gap by enabling AI to interpret images, recognize patterns in diagrams, and extract text from complex visual structures, making document-based conversational AI more accurate and useful.
To develop a ChatGPT-like chatbot for image-based data, we designed a hybrid AI system integrating:
