Build a Vectorless PDF Knowledge Bot on Telegram Using PageIndex RAG
Build a Vectorless PDF Knowledge Bot on Telegram Using PageIndex RAG 👤 Who Is This For? This template is built for developers, researchers, and automation builders who want to create a document Q&A system — without the complexity of vector databases, embeddings, or chunking pipelines. It's perfect for: Developers exploring next-generation RAG architectures Teams building internal knowledge bots over PDFs (reports, manuals, contracts) Anyone who wants to query documents through Telegram with
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Independent
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engineering
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