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
- Fiona Horvath
- Telegram
- RAG
- Pinecone
- OpenAI
- Groq
- Chatbot
- AI
- Vector Store
- Document QA
How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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