Search your codebase using natural language queries like “where do we handle authentication?” — all running locally with no API calls.
This is free and open source software.
Features include:
- Semantic Search — Natural language queries that understand code meaning.
- Hybrid Search — Combines vector similarity + BM25 full-text search with RRF fusion.
- Neural Reranking — Optional second-pass reranking with Jina Reranker for higher accuracy.
- Smart Chunking — Tree-sitter AST-aware chunking that preserves functions, classes, methods.
- Context Windows — Shows surrounding code (3 lines before/after) for better understanding.
- Local & Private — All processing happens locally using ONNX models, no data leaves your machine.
- Fast — Sub-second search after initial model load, incremental indexing.
- Multiple Interfaces — CLI, HTTP server, and MCP server for Claude Code integration.
Website: github.com/yxanul/demongrep
Support:
Developer: yxanul
License: Apache License 2.0
demongrep is written in Rust. Learn Rust with our recommended free books and free tutorials.
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