ragx

Introduction

ragx is the ai rag of flowx written in Rust.

Prerequisites

• Rust >= 1.83.0

Run

./ragx --config-file="config.yml" --listen-port=":8080" --repo-path="git:path/to/repo"

Usage

Usage: ragx --config-file <FILE> --listen-port <PORT> --repo-path <PATH>

Options:
  -c, --config-file <FILE>  Config file [default: config.yml]
  -l, --listen-port <PORT>  Listen port [default: :8080]
  -r, --repo-path <PATH>    Repo path (upstream:path/to/repo, upstream:gerrit|git|github|gitlab) [default: git:.]
  -h, --help                Print help
  -V, --version             Print version

Settings

ragx parameters can be set in the directory config.

An example of configuration in config.yml:

Architecture

• collector: walkdir

• parser: tree-sitter (static), tokenizers & rust-bert (llm)

• optimizer: moka (cache), tokio (parallel)

• builder: tree-sitter-graph

• store: vecx

• api: axum

Indexing

Node

• id: node id

• name: node name

• type: node type (class, file, function, variable)

• filePath: file path

• language: programming language

• fullName: full name

• lineNumber: line number

• description: description generated by llm

Edge

• contain: hierarchical relationships

• extend: inheritance or interface implementation

• depend: file/function/module/type dependency

• call: function calling

License

Project License can be found here.

Reference

Framework

• letta
• sandboxfusion

LangChain

• api
• vikingdb

Memory

• long-term-memory
• mem0
• memgraph
• zep

RAG

• aliyun-graphrag
• codegraphrag
• tree-sitter-graph
• vanna

Toolchains

• rustup-android

Vector

• benchmark
• qdrant
• similarity-search
• vikingdb