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Building Email Analysis Agent with DeepSeek

Blog post from Upstash

Post Details
Company
Date Published
Author
Fahreddin Ozcan
Word Count
2,123
Language
English
Hacker News Points
-
Summary

The tutorial outlines a step-by-step process for creating an AI-powered email analysis system that can automatically analyze incoming emails and their attachments, suggest professional responses, and maintain conversation context. The system uses DeepSeek V3 for analysis, Upstash Workflow for orchestration in a serverless environment, and Zapier to trigger the process with forwarded emails. The technical architecture involves setting up a multi-agent system, including a PDF Processing Agent to extract text from PDF attachments and an Email Composition Agent for crafting responses. The tutorial emphasizes the importance of a reliable execution environment and provides guidance on setting up the development environment, deploying with a public endpoint, and integrating with Zapier for email monitoring. Additionally, it suggests potential improvements like using AWS SES for email processing and expanding attachment support beyond single PDFs or images.