English | ็น้ซไธญๆ
An extremely high-performance, low-latency static code AST semantic graph construction tool written in Rust and powered by Tree-sitter. Featuring the highly compact .toon Token-Oriented Object Notation serialization format, a thread-safe multi-key lock-free auto-rotating failover LLM pipeline, local Qdrant long/short-term semantic memory integration, and Model Context Protocol (MCP) server support, it delivers high-precision topological code awareness to AI assistants at minimal cost.
Detailed system architecture, command specifications, and integration guides have been modularized into separate manuals:
- CLI Manual: Documenting all commands including
extract,query,path,install-skill,tui, and the newindexcommand for one-click semantic vector store ingestion. - Core Engine: Deep dive into Tree-sitter AST parsing, petgraph pre-allocation optimizations, and the
.toonserialization logic which saves 60% in token overhead. - LLM & Memory Pipeline: Explaining the lock-free thread-safe
AtomicUsizemulti-key rotation, 429 rate limit tolerance, backup provider failover, and local Qdrant vector store implementation. - MCP Server Spec: Detailing how the graph and semantic RAG search capabilities (Summary, Query Node, Path, Reindex) integrate with AI development environments.
- Plugin System: Architecture blueprint for the micro-kernel plugin ecosystem (
review/handoff/opendoc) plus the v1GraphifyPlugintrait contract (workspace_keyrouting,.toonsync).
We compared the AST extraction and graph building speeds on a multi-language test project containing Rust, Python, Go, and JavaScript (110 source files, 422 edges):
| Dimension | Legacy Python version | New Rust version (110 files) | Performance Leap |
|---|---|---|---|
| AST Extraction + Build Time | ~420 ms | 16 ms (0.016s) | 26.25x faster โก |
| Multi-Core Scaling | Not supported (single-threaded) | Supported via Rayon (-j N) | Scales linearly with threads ๐ |
| Memory Allocation Strategy | Dynamic scaling / copying | Petgraph Arena Pre-allocation | Zero heap fragmentation |
| Serialized File Size (.toon) | 185 KB (JSON) | 74 KB (.toon) | 60% token reduction (boosts prompt speed) |
# Install directly from GitHub
cargo install --git https://github.com/cawa0505/graphify-rust.git --branch main graphify-cli --force
# Or clone and enter directory to build locally
git clone https://github.com/cawa0505/graphify-rust.git
cd graphify-rust
cargo install --path graphify-cli --forceLicensed under the MIT License. See LICENSE for details.