abcoder

ABCoder: AI-Based Coder(AKA: A Brand-new Coder)

Overview

ABCoder, an general AI-oriented code-processing SDK, is designed to enhance coding context for Large-Language-Model (LLM), and boost developing AI-assisted-programming applications.

Features

• Universal Abstract-Syntax-Tree (UniAST), an language-independent, AI-friendly specification of code information, providing a boundless, flexible and structrual coding context for both AI and hunman.

• General Parser, parses abitary-language codes to UniAST.

• General Writer, transforms UniAST back to codes.

• (Comming Soon) General Iterator, a framework for visiting the UniAST and implementing code-batch-processing workflows.

• (Comming Soon) Code Retrieval-Augmented-Generation (RAG), provides a set of tools and functions to help the LLM understand your codes much deeper than ever.

Based on these features, developers can easily implement or enhance their AI-assisted-programming applications, such as reviewing, optimizing, translating, etc.

Universal Abstract-Syntax-Tree Specification

see UniAST Specification

Getting Started

1. Install ABCoder:

go install github.com/cloudwego/abcoder@latest

1. Use ABCoder to parse a repository to UniAST (JSON)

abcoder parse {language} {repo-path} > ast.json

1. Do your magic with UniAST...
2. Use ABCoder to write an UniAST back to codes

abcoder write {language} ast.json

Supported Languages

ABCoder currently supports the following languages:

Getting Involved

We encourage developers to contribute and make this tool more powerful. If you are interested in contributing to ABCoder project, kindly check out our guide:

• Parser Extension

Note: This is a dynamic README and is subject to changes as the project evolves.