AI Email Insight Agent

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AI/MLFull StackAI Tooling

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About this role

JavaScript, Python, Django, Machine Learning (ML), HTML, Node.js, Git, OpenAI, Natural Language Processing, GPT-4 · I receive roughly 100-200 messages every day and I’m looking for a small agent that can read an exported inbox file ( .eml, .mbox or even a simple CSV ) and return only the ten things I actually have to act on today.

The focus is strictly on my Business folder, and within those messages the agent must surface: • clear action items first • a concise summary of the day’s key emails • any hard deadlines or meetings I should not miss

personal, property, promo mail will be secondary needs but needs to be included in insights as needed

Here’s what I need from you:

1. Code (Python preferred, open to Node.js) that: – parses the chosen export format, – uses an LLM or local model (OpenAI, GPT-4o, Llama-3 etc.) to classify and rank messages, – outputs a single markdown or HTML report with the ten insights, each tagged as Action, Summary, Deadline or Meeting.

2. An explanation of the prompting / system instructions you use so I can refine them myself later. Please comment the code generously so I can tweak model parameters, temperature, and filtering logic without sharing credentials.

3. A short README covering: – how to export email safely, – how to ru