{"repo":"auyelbekov/rawq","free":true,"listed":false,"github":"https://github.com/auyelbekov/rawq","clone":"git clone https://github.com/auyelbekov/rawq.git","description":"Context retrieval engine for AI agents — semantic + lexical search over codebases","language":"Rust","stars":53,"topics":["ai-agents","cli","code-search","developer-tools","embeddings","onnx","retrieval","rust","semantic-search","tree-sitter"],"license":"MIT","category":"ai-agents","readme_excerpt":"rawq Context retrieval engine for AI agents. Semantic + lexical search over codebases. Single Rust binary. Fully offline. Built for AI agents. Why AI agents waste tokens reading irrelevant files. rawq returns only the relevant code — with file paths, line ranges, scope names, and confidence scores. Searching a 10k-file codebase yields 5-10 relevant chunks instead of 50+ full files. Install Quick install (prebuilt binary, auto-adds to PATH): Or download manually from GitHub Releases. Cargo (requires Rust toolchain): GPU acceleration — prebuilt binaries include GPU support. For cargo installs, enable with feature flags: Build from source: Quick start Search output With --json : Features - Hybrid search — RRF-fused semantic (ONNX embeddings) + lexical (tantivy BM25) with adaptive query weighting - 16 languages — tree-sitter AST chunking for Rust, Python, TypeScript, JavaScript, Go, Java, C, C++, C#, Ruby, PHP, Swift, Bash, Lua, Scala, Dart - Universal fallback — any text file automatically indexed with its real extension as the language label ( .sql , .yaml , .proto , .tf , etc.) - Incremental indexing — SHA-256 per chunk, git-aware change detection, sub-second re-index - Fully offline — ONNX Runtime inference, no network calls after initial model download - Agent-friendly — --json , --stream (NDJSON), --token-budget , exit codes (0=found, 1=none, 2=error) - GPU acceleration — auto-detects best GPU and computes batch sizes from actual VRAM. DirectML, CUDA, CoreML with automatic ","default_branch":null,"files":null,"tree":[],"storefront":"/r/auyelbekov","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/auyelbekov/rawq/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}