- Real-time email capture using Gmail API via Google Cloud Pub/Sub webhooks (no inefficient polling)
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[Production-Ready Gmail to Jobber Request Automation (AI & GraphQL)](https://freelancer.com/projects/nodejs/production-ready-gmail-jobber-request.html)
Overview:
We require a production-grade automation service that monitors an incoming Gmail inbox, reliably extracts structured work-order data using an LLM, and creates fully populated Jobber Requests via Jobber's GraphQL API.
Key Functional Requirements:
1. Ingestion:
- Real-time email capture using Gmail API via Google Cloud Pub/Sub webhooks (no inefficient polling).
- Robust handling of forwarded/nested email threads to extract the original requester's details, not the forwarder.
2. AI Extraction & Validation:
- LLM pipeline (OpenAI/Anthropic) using strict JSON schemas (Structured Outputs / Tool Calling).
- Extracted fie...