MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202641084426 A) filed by Vallurupalli Nageswara Rao Vignana Jyothi Institute Of Engineering And on July 09, 2026, for Agentic Ai-Driven Knowledge Assistance System Integrating Vector Search, Ocr, And Automated Examination Capabilities.
Inventors include Mrs. Potta Devika; Mr. Goppu Narayana Nishanth; Miss. Tangeti Pranavi Veera Venkata Sai; Mr. Konaparthi Sai Venkat; and Mr. Datla Naga Venkata Sai Nitish Varma.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention discloses an Agentic AI-Based Intelligent Educational Assistant System (AIEAS) that revolutionizes personalized learning and academic support through a unified, graph-based agent controller capable of hybrid multi-source reasoning, context-aware bounded memory management, multimodal input processing, and adaptive automated evaluation. The system dynamically orchestrates reasoning pathways including Retrieval-Augmented Generation (RAG) for document-grounded responses, web-based search for real-time information, and tool execution via a Model Context Protocol (MCP) interface while maintaining efficient conversational continuity through persistent user preferences and sliding-window memory. It seamlessly processes diverse inputs such as text, images, audio, and handwritten content using specialized models (vision-language, speech-to-text, and OCR pipelines) and incorporates an adaptive evaluation framework for automatic question generation and assessment of student responses across modalities. Deployed with a Streamlit-based interactive frontend and supporting external integrations like GitHub, file systems, and scheduling with notifications, the invention delivers source-grounded, personalized, and actionable assistance, overcoming the limitations of static chatbots and single-source AI systems in educational environments.
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