langgraph-email-automation

What's in the stack

Framework

FastAPI

AI

LangGraph

API layer

Uvicorn

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

• AI
  Email categorizationCategorizes emails into 'customer complaint,' 'product inquiry,' 'customer feedback,' or 'unrelated'
• AI
  AI email draftingQuickly drafts emails for customer complaints and feedback using Langgraph
• AI
  RAG question answeringUtilizes RAG techniques to answer product/service-related questions accurately
• AI
  Personalized email contentCreates personalized email content tailored to each customer's needs
• AI
  AI quality assuranceAutomatically checks email quality, formatting, and relevance
• AI
  AI agent categorizationAI agents sort each email into predefined categories
• AI
  RAG document retrievaluses RAG to retrieve accurate information from agency documents
• AI
  AI quality and formatting checksEach draft email undergoes AI quality and formatting checks
• AI
  Customizable agent behaviorcustomize the behavior of each agent by modifying the corresponding methods
• API
  Langserve API deploymentdeploy the workflow as an API using Langserve and FastAPI
• Email
  Gmail inbox monitoringContinuously monitors the agency's Gmail inbox
• Email
  Irrelevant email handlingAutomatically handles irrelevant emails to maintain efficiency
• Email
  Gmail API integrationconstantly checks for new emails in the agency's Gmail inbox using the Gmail API
• Email
  Automated email sendingApproved emails are sent to the client promptly

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.