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Ask HN: Read‑only LLM tool for email triage and knowledge extraction?

2•maille•1h ago
I’m looking for an LLM‑powered tool to help organize and query my email, but with a strict boundary: it must not write, send, or modify anything.

Standard filters miss the nuance of "middle-ground" emails, and existing AI email clients demand full inbox control or try to automate too much.

What I’m looking for:

- Strictly read‑only triage: Categorizes incoming mail (e.g., “important”, “maybe useful”, “likely promo”) with zero write permissions ie. no sending, moving, deleting, or auto-archiving

- Knowledge retrieval: Builds a searchable knowledge base from scattered threads. I want to ask natural-language questions like: “What were all the decisions about Project X across the last 3 months?”

- Follow-up & action item detection: surfaces email threads that have stalled and need a nudge, while extracting explicit tasks and deadlines buried in long chains

- (optional) Privacy-first: Ideally runs locally or lets me plug in my own API keys to keep the data secure

Has anyone seen a tool that focuses entirely on this read-only, triage + retrieval workflow?

Comments

137audio•7m ago
The real challenge isn't extraction but maintaining context across thousands of threads — most embedding approaches lose the temporal and conversational structure that makes email searchable. This covers it well: https://www.youtube.com/watch?v=wuBOrL3WGwI

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