{"categories":[{"label":"Utilities","url":"https://skillfed.io/packages/category/utilities/7"}],"enrichment":{"capability":"A high-performance grep-compatible command-line search tool with Rust-backed execution, GPU acceleration support, and intelligent routing via AST/NLP analysis.","skillfed_tags":["rust-backed","gpu-accelerated","cli-tool"],"use_cases":["Search large codebases faster than grep by leveraging Rust performance and GPU acceleration.","Use AST-aware routing to optimize pattern matching in source code with semantic understanding.","Integrate into CI/CD pipelines where search speed directly impacts build time.","Perform NLP-guided searches when text content requires linguistic analysis beyond regex.","Replace grep in shell scripts where performance is a bottleneck."],"what_it_does":"tensor-grep is a command-line search utility that reimplements grep functionality with a Rust core for speed and optional GPU acceleration. It is designed to be grep-compatible while adding intelligent routing via AST and NLP analysis to optimize search strategies. The package exposes Rust bindings through pyo3 and depends on typer and rich for CLI presentation, plus cryptography and opentelemetry-api for security and observability.\n\nThe tool targets developers and system administrators who need faster text search than traditional grep, particularly when searching large codebases or when GPU acceleration is available. It is actively maintained and released frequently, though its license terms are not yet clarified in the package metadata.","worth_installing":"Yes, with conditions. The package is actively maintained, has no known vulnerabilities, and offers genuine performance advantages via Rust and GPU support. However, verify the license terms before use\u2014the metadata does not clarify licensing. Install friction is moderate due to compiled bindings, but wheels are available for common platforms. Best suited for developers who need faster search and can require Python 3.11+."},"id":"tensor-grep","links":{"html":"https://skillfed.io/packages/tensor-grep","md":"https://skillfed.io/packages/tensor-grep.md","pypi":"https://pypi.org/project/tensor-grep/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-13","license_spdx":null,"license_treatment":"unclear","name":"tensor-grep","python_support":"supports_current","summary":"High-performance grep-compatible CLI with Rust, GPU, and AST/NLP routing"},"popularity":{"monthly_downloads":271898,"position":8216,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.110.16"}