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Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.

210 starsGo

Save Claude tokens with semantic search powered by SQLite and Ollama

by illogicalabc·Mar 18, 2026·8 points·1 comment

AI Analysis

●●SolidBig BrainSolve My Problem

Transparent benchmarks show 39% cost cuts — rare to see real numbers in AI tooling.

Strengths
  • Transparent benchmark framework across 8 languages with reproducible cost savings
  • Single binary with SQLite-vec means zero cloud dependencies or API keys
  • Local Ollama embeddings keep code private while cutting output tokens 37%
Weaknesses
  • Semantic code search category is getting crowded with established alternatives
  • Requires running local embedding server, adds operational complexity
Target Audience

Developers using AI coding agents like Claude on large codebases

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