{"product_id":"telegram-chat-with-pdf","title":"Chat with PDF Files via Telegram Using Pinecone and Groq","description":"\u003cp\u003eThis n8n workflow lets users upload any PDF directly into Telegram and instantly ask questions about its contents. The document is automatically chunked, embedded, and stored in a Pinecone vector database, then a Groq-powered language model retrieves the relevant sections to answer queries in real time. It's a fast, low-cost RAG solution for teams who need to query contracts, manuals, reports, or research papers without opening the file, all from a familiar Telegram chat window. Great for consultants, students, and support teams handling frequent document lookups.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCategory:\u003c\/strong\u003e RAG \u0026amp; Knowledge Base\u003c\/p\u003e","brand":"D-mim Automation","offers":[{"title":"Standart Lisans","offer_id":52045732675800,"sku":"020-000-00022","price":3.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/7426\/0952\/files\/telegram-chat-with-pdf.png?v=1785225417","url":"https:\/\/dynamic.dmimautomation.com\/products\/telegram-chat-with-pdf","provider":"dynamic.dmimautomation.com","version":"1.0","type":"link"}