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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Fariya Malkani

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Review Open access Oct 2026

PDF-SmartAI - An AI Study Companion for Uploaded Textbooks: A Book-Grounded Question-Answering System Using In-Browser PDF Extraction and Google Gemini

Students increasingly turn to general-purpose AI chatbots for help with their studies, yet these chatbots answer from what they absorbed during training rather than from the textbook a student is examined on, and they can state wrong facts with confidence. This paper presents PDF-SmartAI, a zero-cost web application in...

Fariya Malkani, Perseus Bhavnagri · 0 citations

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