File processing and chat interaction from Telegram to Pinecone

• Automate document handling from Telegram to a database
• Enable chat-based queries on stored PDF content
• Streamline information retrieval using AI embeddings

Trigger workflow upon receiving a document in Telegram Fetch the document and convert it to PDF format Split the document into chunks for efficient processing Embed the chunks into a Pinecone vector store Allow users to query the database through a chat interface

1. 1
   Import the workflow template into n8n
2. 2
   Connect your Telegram and Pinecone accounts
3. 3
   Configure the Telegram trigger with your bot credentials
4. 4
   Set up the Pinecone vector store with the desired index
5. 5
   Test the workflow by sending a PDF document to your Telegram bot