Resource Library > Demo Library > ChatGPT-like Chatbot on Image-based Data
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ThirdEye Data has developed an AI-powered chatbot capable of understanding image-based documents, including technical diagrams, flowcharts, and scanned reports. Traditional search engines struggle to interpret contextual information from such documents, leading to inefficiencies. This AI solution enhances document comprehension, enabling users to interact with complex visual data through a ChatGPT-like conversational interface.
Extracting and understanding information from image-based documents poses a significant challenge. Traditional search methods fail to capture the contextual meaning of structured diagrams and handwritten content, requiring manual interpretation, which is slow and error-prone. A faster, automated, and accurate knowledge retrieval system was needed to improve efficiency.
ThirdEye Data has built an advanced Retrieval-Augmented Generation (RAG) framework, integrating OpenAI’s GPT-4 for contextual understanding with ChromaDB for vector search, LayoutLM for structured document interpretation, and EasyOCR for text extraction. The chatbot processes queries, extracts relevant document sections, and generates meaningful responses. The aggregation feature enables users to query across multiple documents simultaneously, significantly improving knowledge retrieval and operational efficiency.
