AI-Powered Document Processing and Chat System

This paper presents an AI-driven platform for interactive PDF document analysis and collaboration. Leveraging LangChain, Supabase, and Vercel AI SDK, the system transforms static documents into searchable knowledge bases using vector embeddings and Retrieval-Augmented Generation (RAG). By bridging generative AI, vector databases, and end-user applications, this project demonstrates a scalable framework for transforming static documents into interactive knowledge bases, enhancing productivity in education, research, and enterprise workflows through seamless AI-human interaction.

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Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-03-24
DOI
https://doi.org/10.22214/ijraset.2025.67690
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
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AI-Powered Document Processing and Chat System

J. D. Modi
International Journal for Research in Applied Science and Engineering Technology
Topic Modeling
article

AI-Powered Document Processing and Chat System

J. D. Modi
article en

Abstract

This paper presents an AI-driven platform for interactive PDF document analysis and collaboration. Leveraging LangChain, Supabase, and Vercel AI SDK, the system transforms static documents into searchable knowledge bases using vector embeddings and Retrieval-Augmented Generation (RAG). By bridging generative AI, vector databases, and end-user applications, this project demonstrates a scalable framework for transforming static documents into interactive knowledge bases, enhancing productivity in education, research, and enterprise workflows through seamless AI-human interaction.

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(3)
Savitribai Phule Pune University (IN)
Openalex Percentile: Top 98%
Topic Modeling
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