manuelgscom/askmdb
Natural language to MongoDB queries, 100% offline: a fine-tuned small model + a deterministic read-only verifier, in one native binary (CPU or GPU via Vulkan).
GitHub repository with 5 stars and 0 forks.
Language: C++
Topics: cli, gguf, llama-cpp, llm, mongodb, natural-language, offline, text-to-query, vulkan