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n8n Workflowmedium

Telegram RAG pdf

An n8n workflow that automates processing PDFs sent via Telegram by extracting, chunking, embedding with OpenAI, and storing in Pinecone vector DB. Enables retrieval-augmented generation (RAG) chat using Groq LLaMA-3.1-70b model for precise answers from uploaded documents.

Integrations

LangChainDocument LoaderOpenAI EmbeddingsGroqVector RetrieverText SplitterPineconeTelegram

Tags

#telegram#pdf#rag#chatbot#with
$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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