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πŸ‡ΊπŸ‡Έ Glancer β€” Ask your Rails database questions in plain language

DEV Community: rubyΒ·Ernane FerreiraΒ·3 days ago
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A Rails engine that allows you to query the database using natural language, with RAG and LLMs. No need to write any code. Every Rails project reaches a point where someone on the team (product, support, management) needs data, but no one has time to write a quick query for them. You know the drill: a Slack message, a GitHub issue titled "how many users signed up last week?", or a CSV request that ends up in someone's backlog. So, I think about Glancer . What it is Glancer is a Ruby on Rails engine that mounts a full chat interface at /glancer inside your app. You type a question in plain language, it retrieves the relevant schema context, generates a SELECT query (or an ActiveRecord expression), validates and executes it safely, then returns the result with a human-readable explanation. "How many orders were placed in the last 30 days, grouped by status?" β†’ SELECT executed, results shown, answer written in plain language.…

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