Ardan Labs
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Query Database Using Plain English

Build a natural language database query system in Go using LLMs. The tutorial demonstrates a two-step architecture: first prompting an LLM to generate SQL from plain English questions, then querying the database and having the LLM format results into natural language answers. Uses Kronk model server (OpenAI-compatible) with the Ministral model, DuckDB for data storage, and includes complete working code with prompt engineering examples for converting user questions into SQL queries and formatting database results.

    #llm#golang#nlp#sql#duckdb
Feb 11•8m read time•From ardanlabs.com
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Table of contents
IntroductionSetting UpArchitecture OverviewInitializationUser loopQuerying LLMsQuerying the LLMRunning The codeSummary
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