jina-grep Plugin
Semantic grep powered by Jina embeddings v5 (MLX on Apple Silicon).
Commands
Search
jina-grep search run— Semantic search for natural language query
Usage Examples
- "Find code that does X using semantic search"
- "Search for code with meaning similar to..."
- "Find patterns based on intent rather than keywords"
Installation
pip install jina-grep-cli
Examples
# Basic semantic search
jina-grep "authentication logic"
# Search in specific directory
jina-grep "parse JSON response" ./src
# With additional CLI flags
jina-grep --num-results 10 "error handling"
Common Flags
--num-results,-n— Number of results to return--output-format,-o— Output format (text, json)--help— Show all available options
Notes
- Uses Jina embeddings v5 for semantic understanding
- MLX acceleration on Apple Silicon
- Works best for natural language queries about code intent