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Library / Email Automation

Email Automation

Draft Email Replies with DeepSeek and Qdrant, Approved First

When a new email arrives over IMAP, it drafts a reply from a Qdrant knowledge base with OpenAI or DeepSeek and sends it after yes or no approval.

What it does

# Main Flow ## Preliminary step: Create a vector database on Qdrant and tokenize the documents useful for generating a response ## How it works This workflow is designed to automate the process of handling incoming emails, summarizing their content, generating appropriate responses with RAG, and obtaining approval (YES/NO button) before sending replies. This workflow is designed to handle general inquiries that come in via corporate email via IMAP and generate responses using RAG. You can quickly integrate Gmail and Outlook via the appropriate trigger nodes

The steps

  1. Email Trigger (IMAP)
  2. Markdown
  3. DeepSeek R1
  4. Send Email
  5. Qdrant Vector Store
  6. Embeddings OpenAI
  7. Email Summarization Chain
  8. Write email
  9. OpenAI
  10. Set Email
  11. Approve?
  12. Send Draft

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