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title: "Discussion on \"I Built a LogLens-CLI: That Uses No Vector DB, Here's How It Works\" | Hashnode"
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# [I Built a LogLens-CLI: That Uses No Vector DB, Here's How It Works](https://shivprasadroul.hashnode.dev/i-built-a-loglens-cli-that-uses-no-vector-db-here-s-how-it-works?utm_source=hashnode&utm_medium=feed)

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May 3 · 11 min read · shivprasadroul.hashnode.dev  
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## Written by

[Shivprasad Roul](https://hashnode.com/@shivprasadroul)

@shivprasadroul · Ahmedabad, Gujarat, IND

  
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Developer

Software developer with a strong foundation in React, Node.js, PostgreSQL, and AI-driven applications. Experienced in remote sensing, satellite image analysis, and vector databases. Passionate about defense tech, space applications, and problem-solving. Currently building AI-powered solutions and preparing for a future in special forces.

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