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n8n Workflowmedium

Telegram RAG pdf

Automates Telegram document handling by converting PDFs to vector embeddings using OpenAI, storing them in Pinecone, and enabling AI-powered Q&A with Groq and LangChain, providing instant responses within Telegram chats.

Integrations

LangChainDocument LoaderOpenAI EmbeddingsGroqVector RetrieverText SplitterPineconeTelegram

Tags

#telegram#pdf#qa#with#pinecone
$69

One-time purchase

✓Instant download after purchase
✓Works with LangChain
✓Medium complexity — 15-30 min setup
✓Lifetime access, no subscription
Delivered as .json workflow file

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