Chat with PDFs on Telegram using Google Gemini and Pinecone
n8n · Marketing · checked 2026-10-28
Quick overview This workflow lets users upload PDFs or ask questions in Telegram, indexes PDF content in Pinecone using Google Gemini embeddings, and answers follow-up questions with a Google Gemini chat model using retrieval-augmented generation formatted for Telegram HTML. How it works Triggers when a new Telegram message is received by your bot. Checks whether the message includes a document; i
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- Occupations: Marketing
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- Tasks: content
Sources
- https://n8n.io/workflows/10077 · fetched 2026-10-28 — “Quick overview This workflow lets users upload PDFs or ask questions in Telegram, indexes PDF content in Pinecone using Google Gemini embeddings, and answers follow-up questions wi”
Last checked 2026-10-28. Description source: harvest.