Telegram PDF RAG Chatbot - n8n Workflow | Neura Market

    Telegram PDF RAG Chatbot

    Telegram bot for uploading PDFs and querying content via AI RAG with Pinecone, OpenAI embeddings, and Groq LLM.

    This n8n workflow creates a smart Telegram chatbot that handles PDF documents for conversational querying. When a user sends a PDF via Telegram, the bot processes it by loading the document, splitting text, generating embeddings with OpenAI, and storing vectors in Pinecone. For text queries without attachments, it embeds the question, retrieves relevant PDF chunks from Pinecone, and generates accurate answers using a Groq chat model, ensuring context-aware responses. Benefits include effortless
    Platform
    n8n
    Category
    Travel & Hospitality
    Price
    $19.99
    Creator
    Fred Garcia
    • Telegram
    • PDF
    • RAG
    • Pinecone
    • OpenAI
    • Groq
    • Chatbot
    • AI
    • Vector Store
    • Document QA
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    How to import this workflow into n8n

    1. 1Purchase or download the workflow to get the n8n workflow JSON file.
    2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
    3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
    4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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    All Travel & Hospitality workflows →All n8n workflows →

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