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Your model might not be the problem: 13 KB rewrites took us from 60% to 100% extraction on Llama 3.1 8B

Via r/LocalLlama
Thursday, Apr 16, 2026 · 11:52AM
Summary

Most agent projects I see talk about the model first and the docs second. We ended up doing the opposite, and it’s the only reason our 8Bparameter agent actually works in production. We’re building a bounded domain data agent (Oracle Forge) that handles multi DB routing, join key correction, and uns

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