sunholo/email

Query layer over a locally indexed email archive (DuckDB + Ollama embeddings). Structured query expressions (from:/to:/subject:/has:attachment/dates), semantic search, thread expansion, attachment-chunk search, per-message links (url+text extracted at ingest, queryable in SQL), seven ready-made MCP tools, and the SQL-first ingest that builds the index from parsed .eml JSON. Offline, no AI effect.

Field	Value
Latest	0.10.0
Stability	experimental
Effects	IO, Process, Env, Declassify
Exports	17 modules
Last Updated	2026-10-19T17:52:25Z

Source Code ↗

Agent Guide (AGENT.md)

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Exported Modules

• sunholo/email/config
• sunholo/email/classify
• sunholo/email/neighbours
• sunholo/email/replies
• sunholo/email/sql
• sunholo/email/queryexpr
• sunholo/email/util
• sunholo/email/api
• sunholo/email/render
• sunholo/email/mcp
• sunholo/email/ingest
• sunholo/email/repair
• sunholo/email/targets
• sunholo/email/expand
• sunholo/email/chunking
• sunholo/email/bodytext
• sunholo/email/groundtruth

Dependencies

sunholo/duckdb

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