ragmail

What problem does it solve?

Ragmail enables fast, local semantic search and analytics over LanceDB email workspaces, turning large sets of email data into actionable insights such as who said what, when, and related costs, without leaving the user’s environment.

Core Features & Use Cases

• Enables Python-based queries and a bundled CLI to search emails and email_chunks, produce counts by sender/date, and summarize topics or amounts.
• Supports workspace-backed analysis to answer questions about who/what/when within email data, including date filtering and topic summarization.
• Use Case: Quickly determine how many messages a sender sent in a given period or extract monetary references from a set of emails.

Quick Start

Query a Ragmail workspace (e.g., 2026) for emails matching a term and return concise results.