choco-builder

Introduction to ChocoBuilder (The Chocolate Factory)

ChocoBuilder, previously known as the Chocolate Factory, is an open-source framework designed to simplify the development of Software Development Life Cycle (SDLC) applications powered by Large Language Models (LLMs). This innovative tool aims to aid developers in crafting robust software applications by leveraging advanced AI-generated assistance.

Key Features

ChocoBuilder is a versatile framework that caters to various platforms, including native Android, iOS, and embedded devices, as supported by the Edge Infer Project. It also provides integration options for Java Virtual Machine (JVM) projects, uses a specialized scripting language called RAGScript, and offers local deployment capabilities.

Quick Start Guide

There are three primary ways to get started with ChocoBuilder:

1. Integration into JVM Projects:

   • ChocoBuilder can be effortlessly integrated into JVM projects by including various modules like cocoa-core, store-pinecone, and store-elasticsearch using Maven dependencies.

2. Using RAGScript:

   • RAGScript offers a simple yet powerful way to utilize the framework where users can index documents, and perform queries with minimal setup.

3. Local Deployment:

   • Developers can clone the ChocoBuilder repository and deploy it locally using Docker, with minor configuration changes related to API keys.

Practical Applications

ChocoBuilder is suited for multiple domains:

• Desktop/IDE Applications:

  • Projects like auto-dev and shire utilize AI for coding assistance, multilingual support, and debugging.

• Server Applications:

  • DevOps Genius leverages ChocoBuilder for server-side innovations.

• Mobile Applications:

  • The framework aids in semantic search for Android through the Android Semantic Search Kit.

Development and Design Philosophy

ChocoBuilder's design embraces Domain Driven Problem-Solving, utilizing key processes such as:

1. Problem Clarification
2. Problem Analysis
3. Solution Design
4. Solution Review
5. Solution Execution

This method ensures that user problems are systematically addressed and resolved through a thoughtful and organized process.

Examples

The framework offers numerous examples that illustrate its capabilities:

1. Frontend Development:

   • Create responsive chat interfaces complete with navigation, messaging areas, and input buttons.

2. Semantic Code Search:

   • Facilitates the retrieval and summarization of relevant code snippets based on user queries.

3. Test Case Generation:

   • Automatically generates test cases based on the provided requirements, accommodating different temperature modes.

4. Code Interpretation:

   • Generates multiplied tables or graphical data representations like bar charts of monthly expenses.

Licensing

The framework draws inspiration from established libraries such as LangChain4j and Spring AI and is distributed under the MPL 2.0 license, ensuring a broad collaborative and open-source development approach.

For more detailed documentation and to explore how ChocoBuilder can enhance your development process, visit the official website.