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AI · May 19, 2026

Local LLM code-generation with Gemma 4 e2B via JSON AST to Clojure

JSON AST > Clojure. Contribute to quadracollision/llmisp development by creating an account on GitHub.

Local LLM code-generation with Gemma 4 e2B via JSON AST to Clojure launched on May 19, 2026 with 22 votes, #881 of 20,538 launches that month and more than 90% of that year's launches.

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In plain words

This tool enables code generation using Gemma 4, a local large language model, accessed through e2B's JSON AST interface and designed to output Clojure code. It targets developers who want to generate Clojure programs locally without relying on cloud-based AI services. The approach of converting JSON abstract syntax trees to Clojure distinguishes it as a structured, language-specific generation method rather than free-form text output.

written from the facts on this page · September 2026

From the sources

This project is a local code-generation harness for turning text specs into Clojure programs. The validated local setup was tested with Gemma 4 E2B GGUF served by llama.cpp. Other models may work, but they are untested. The core idea is to stop asking a small local model to write full source code directly. Instead, the model emits constrained JSON AST fragments. The harness validates those fragments, assembles larger structures programmatically, lowers the accepted AST to Clojure, and records every generation/repair artifact in SQLite. The business-rule plugin generates Clojure data-transformation functions. bb json-run \ --self-plan \ --skeleton-first \ --where-pass \ --column-pass \…from github.com

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