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Cold Outreach Personalization & Verification Pipeline — Python & LLM Engine

€27

Async Python CLI pipeline combining zero-cost SMTP/MX verification with LLM-powe

Async Python CLI pipeline combining zero-cost SMTP/MX verification with LLM-powered context personalization.

What’s included:

  • Async DNS/MX lookup and direct SMTP handshake verification to eliminate bounces without third-party API fees
  • Deterministic company website scraping with HTML-to-Markdown parsing and metadata sanitization
  • Structured LLM hook generation using Instructor and Pydantic schemas (compatible with OpenAI, Anthropic, or local Ollama)
  • Token-efficient caching layer with SQLite and rate-limited asynchronous worker queues for high-throughput batching