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Reddit Email Digest

LangGraph pipeline synthesizing daily and weekly Reddit newsletters using dual-model abstraction and structured parsing.

Reddit Email Digest workflow: Reddit posts → LLM synthesis → Semantic dedup → Email digest. LangGraph · Structured outputs · Semantic processing.

Social Synthesis Engine · Role: Developer

Architecture

  • 10-agent pipeline (Daily vs Weekly modes)
  • Dual-model abstraction (GPT-4o / DeepSeek)
  • Pydantic JSON schema enforcement

Results & scale

  • 33.9% character reduction
  • 32.6% token reduction via semantic dedup

Technology stack

  • LangGraph
  • DeepSeek
  • Pydantic
  • Python

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