jina-ai/jina-grep-cli
Semantic grep powered by Jina embeddings v5 (MLX on Apple Silicon)
Supports four distinct modes—pipe-mode semantic reranking of grep results, direct file search with natural language queries, zero-shot classification, and specialized code search with task variants (nl2code, code2code, etc.). Uses unified MLX checkpoints with dynamic LoRA adapter switching to keep a single base model in GPU memory (~20ms adapter swap), eliminating PyTorch/transformers overhead and enabling ~3-7.5ms query latency on Apple Silicon via Metal GPU acceleration.
180 stars.
Stars
180
Forks
6
Language
Python
License
Apache-2.0
Category
Last pushed
Feb 27, 2026
Commits (30d)
0
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