Metadata-Version: 2.3
Name: ra-aid
Version: 0.1.3
Summary: RA.Aid - ReAct Aid
Project-URL: Homepage, https://github.com/ai-christianson/ra-aid
Project-URL: Documentation, https://github.com/ai-christianson/ra-aid#readme
Project-URL: Repository, https://github.com/ai-christianson/ra-aid.git
Project-URL: Issues, https://github.com/ai-christianson/ra-aid/issues
Author-email: AI Christianson <ai.christianson@christianson.ai>
License: 
                                         Apache License
                                   Version 2.0, January 2004
                                http://www.apache.org/licenses/
        
           TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
        
           1. Definitions.
        
              "License" shall mean the terms and conditions for use, reproduction,
              and distribution as defined by Sections 1 through 9 of this document.
        
              "Licensor" shall mean the copyright owner or entity authorized by
              the copyright owner that is granting the License.
        
              "Legal Entity" shall mean the union of the acting entity and all
              other entities that control, are controlled by, or are under common
              control with that entity. For the purposes of this definition,
              "control" means (i) the power, direct or indirect, to cause the
              direction or management of such entity, whether by contract or
              otherwise, or (ii) ownership of fifty percent (50%) or more of the
              outstanding shares, or (iii) beneficial ownership of such entity.
        
              "You" (or "Your") shall mean an individual or Legal Entity
              exercising permissions granted by this License.
        
              "Source" form shall mean the preferred form for making modifications,
              including but not limited to software source code, documentation
              source, and configuration files.
        
              "Object" form shall mean any form resulting from mechanical
              transformation or translation of a Source form, including but
              not limited to compiled object code, generated documentation,
              and conversions to other media types.
        
              "Work" shall mean the work of authorship, whether in Source or
              Object form, made available under the License, as indicated by a
              copyright notice that is included in or attached to the work
              (an example is provided in the Appendix below).
        
              "Derivative Works" shall mean any work, whether in Source or Object
              form, that is based on (or derived from) the Work and for which the
              editorial revisions, annotations, elaborations, or other modifications
              represent, as a whole, an original work of authorship. For the purposes
              of this License, Derivative Works shall not include works that remain
              separable from, or merely link (or bind by name) to the interfaces of,
              the Work and Derivative Works thereof.
        
              "Contribution" shall mean any work of authorship, including
              the original version of the Work and any modifications or additions
              to that Work or Derivative Works thereof, that is intentionally
              submitted to Licensor for inclusion in the Work by the copyright owner
              or by an individual or Legal Entity authorized to submit on behalf of
              the copyright owner. For the purposes of this definition, "submitted"
              means any form of electronic, verbal, or written communication sent
              to the Licensor or its representatives, including but not limited to
              communication on electronic mailing lists, source code control systems,
              and issue tracking systems that are managed by, or on behalf of, the
              Licensor for the purpose of discussing and improving the Work, but
              excluding communication that is conspicuously marked or otherwise
              designated in writing by the copyright owner as "Not a Contribution."
        
              "Contributor" shall mean Licensor and any individual or Legal Entity
              on behalf of whom a Contribution has been received by Licensor and
              subsequently incorporated within the Work.
        
           2. Grant of Copyright License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              copyright license to reproduce, prepare Derivative Works of,
              publicly display, publicly perform, sublicense, and distribute the
              Work and such Derivative Works in Source or Object form.
        
           3. Grant of Patent License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              (except as stated in this section) patent license to make, have made,
              use, offer to sell, sell, import, and otherwise transfer the Work,
              where such license applies only to those patent claims licensable
              by such Contributor that are necessarily infringed by their
              Contribution(s) alone or by combination of their Contribution(s)
              with the Work to which such Contribution(s) was submitted. If You
              institute patent litigation against any entity (including a
              cross-claim or counterclaim in a lawsuit) alleging that the Work
              or a Contribution incorporated within the Work constitutes direct
              or contributory patent infringement, then any patent licenses
              granted to You under this License for that Work shall terminate
              as of the date such litigation is filed.
        
           4. Redistribution. You may reproduce and distribute copies of the
              Work or Derivative Works thereof in any medium, with or without
              modifications, and in Source or Object form, provided that You
              meet the following conditions:
        
              (a) You must give any other recipients of the Work or
                  Derivative Works a copy of this License; and
        
              (b) You must cause any modified files to carry prominent notices
                  stating that You changed the files; and
        
              (c) You must retain, in the Source form of any Derivative Works
                  that You distribute, all copyright, patent, trademark, and
                  attribution notices from the Source form of the Work,
                  excluding those notices that do not pertain to any part of
                  the Derivative Works; and
        
              (d) If the Work includes a "NOTICE" text file as part of its
                  distribution, then any Derivative Works that You distribute must
                  include a readable copy of the attribution notices contained
                  within such NOTICE file, excluding those notices that do not
                  pertain to any part of the Derivative Works, in at least one
                  of the following places: within a NOTICE text file distributed
                  as part of the Derivative Works; within the Source form or
                  documentation, if provided along with the Derivative Works; or,
                  within a display generated by the Derivative Works, if and
                  wherever such third-party notices normally appear. The contents
                  of the NOTICE file are for informational purposes only and
                  do not modify the License. You may add Your own attribution
                  notices within Derivative Works that You distribute, alongside
                  or as an addendum to the NOTICE text from the Work, provided
                  that such additional attribution notices cannot be construed
                  as modifying the License.
        
              You may add Your own copyright statement to Your modifications and
              may provide additional or different license terms and conditions
              for use, reproduction, or distribution of Your modifications, or
              for any such Derivative Works as a whole, provided Your use,
              reproduction, and distribution of the Work otherwise complies with
              the conditions stated in this License.
        
           5. Submission of Contributions. Unless You explicitly state otherwise,
              any Contribution intentionally submitted for inclusion in the Work
              by You to the Licensor shall be under the terms and conditions of
              this License, without any additional terms or conditions.
              Notwithstanding the above, nothing herein shall supersede or modify
              the terms of any separate license agreement you may have executed
              with Licensor regarding such Contributions.
        
           6. Trademarks. This License does not grant permission to use the trade
              names, trademarks, service marks, or product names of the Licensor,
              except as required for reasonable and customary use in describing the
              origin of the Work and reproducing the content of the NOTICE file.
        
           7. Disclaimer of Warranty. Unless required by applicable law or
              agreed to in writing, Licensor provides the Work (and each
              Contributor provides its Contributions) on an "AS IS" BASIS,
              WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
              implied, including, without limitation, any warranties or conditions
              of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
              PARTICULAR PURPOSE. You are solely responsible for determining the
              appropriateness of using or redistributing the Work and assume any
              risks associated with Your exercise of permissions under this License.
        
           8. Limitation of Liability. In no event and under no legal theory,
              whether in tort (including negligence), contract, or otherwise,
              unless required by applicable law (such as deliberate and grossly
              negligent acts) or agreed to in writing, shall any Contributor be
              liable to You for damages, including any direct, indirect, special,
              incidental, or consequential damages of any character arising as a
              result of this License or out of the use or inability to use the
              Work (including but not limited to damages for loss of goodwill,
              work stoppage, computer failure or malfunction, or any and all
              other commercial damages or losses), even if such Contributor
              has been advised of the possibility of such damages.
        
           9. Accepting Warranty or Additional Liability. While redistributing
              the Work or Derivative Works thereof, You may choose to offer,
              and charge a fee for, acceptance of support, warranty, indemnity,
              or other liability obligations and/or rights consistent with this
              License. However, in accepting such obligations, You may act only
              on Your own behalf and on Your sole responsibility, not on behalf
              of any other Contributor, and only if You agree to indemnify,
              defend, and hold each Contributor harmless for any liability
              incurred by, or claims asserted against, such Contributor by reason
              of your accepting any such warranty or additional liability.
        
           END OF TERMS AND CONDITIONS
        
           APPENDIX: How to apply the Apache License to your work.
        
              To apply the Apache License to your work, attach the following
              boilerplate notice, with the fields enclosed by brackets "[]"
              replaced with your own identifying information. (Don't include
              the brackets!)  The text should be enclosed in the appropriate
              comment syntax for the file format. We also recommend that a
              file or class name and description of purpose be included on the
              same "printed page" as the copyright notice for easier
              identification within third-party archives.
        
           Copyright [2024] [AI Christianson]
        
           Licensed under the Apache License, Version 2.0 (the "License");
           you may not use this file except in compliance with the License.
           You may obtain a copy of the License at
        
               http://www.apache.org/licenses/LICENSE-2.0
        
           Unless required by applicable law or agreed to in writing, software
           distributed under the License is distributed on an "AS IS" BASIS,
           WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
           See the License for the specific language governing permissions and
           limitations under the License.
Keywords: agent,ai,development,langchain,tools
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.8
Requires-Dist: aider-chat
Requires-Dist: fuzzywuzzy==0.18.0
Requires-Dist: gitpython==3.1.43
Requires-Dist: langchain-anthropic
Requires-Dist: langchain-openai
Requires-Dist: langgraph
Requires-Dist: pathspec>=0.11.0
Requires-Dist: python-levenshtein==0.23.0
Requires-Dist: rich>=13.0.0
Provides-Extra: dev
Requires-Dist: pytest-timeout>=2.2.0; extra == 'dev'
Requires-Dist: pytest>=7.0.0; extra == 'dev'
Description-Content-Type: text/markdown

  ```ascii

  ██▀███   ▄▄▄            ▄▄▄       ██▓▓█████▄ 
 ▓██ ▒ ██▒▒████▄         ▒████▄    ▓██▒▒██▀ ██▌
 ▓██ ░▄█ ▒▒██  ▀█▄       ▒██  ▀█▄  ▒██▒░██   █▌
 ▒██▀▀█▄  ░██▄▄▄▄██      ░██▄▄▄▄██ ░██░░▓█▄   ▌
 ░██▓ ▒██▒ ▓█   ▓██▒ ██▓  ▓█   ▓██▒░██░░▒████▓ 
 ░ ▒▓ ░▒▓░ ▒▒   ▓▒█░ ▒▓▒  ▒▒   ▓▒█░░▓   ▒▒▓  ▒ 
   ░▒ ░ ▒░  ▒   ▒▒ ░ ░▒    ▒   ▒▒ ░ ▒ ░ ░ ▒  ▒ 
   ░░   ░   ░   ▒    ░     ░   ▒    ▒ ░ ░ ░  ░ 
    ░           ░  ░  ░        ░  ░ ░     ░    
                      ░                 ░      
```

[![Python Versions](https://img.shields.io/badge/python-3.8%2B-blue)](https://www.python.org)
[![License](https://img.shields.io/badge/license-Apache%202.0-blue)](LICENSE)
[![Status](https://img.shields.io/badge/status-Beta-yellow)]()

<img src="assets/demo.gif" alt="RA.Aid Demo" autoplay loop style="width: 100%; max-width: 800px;">

# RA.Aid

RA.Aid (ReAct Aid) is a powerful AI-driven command-line tool that integrates `aider` (https://aider.chat/) within a LangChain ReAct agent loop. This unique combination allows developers to leverage aider's code editing capabilities while benefiting from LangChain's agent-based task execution framework. The tool provides an intelligent assistant that can help with research, planning, and implementation of development tasks.

⚠️ **IMPORTANT: USE AT YOUR OWN RISK** ⚠️
- This tool **can and will** automatically execute shell commands on your system
- Shell commands require interactive approval unless --cowboy-mode is enabled
- The --cowboy-mode flag disables command approval and should be used with extreme caution
- No warranty is provided, either express or implied
- Always review the actions the agent proposes before allowing them to proceed

## Key Features

- **Multi-Step Task Planning**: The agent breaks down complex tasks into discrete, manageable steps and executes them sequentially. This systematic approach ensures thorough implementation and reduces errors.

- **Automated Command Execution**: The agent can run shell commands automatically to accomplish tasks. While this makes it powerful, it also means you should carefully review its actions.

- **Three-Stage Architecture**:
  1. **Research**: Analyzes codebases and gathers context
  2. **Planning**: Breaks down tasks into specific, actionable steps
  3. **Implementation**: Executes each planned step sequentially

What sets RA.Aid apart is its ability to handle complex programming tasks that extend beyond single-shot code edits. By combining research, strategic planning, and implementation into a cohesive workflow, RA.Aid can:

- Break down and execute multi-step programming tasks
- Research and analyze complex codebases to answer architectural questions
- Plan and implement significant code changes across multiple files
- Provide detailed explanations of existing code structure and functionality
- Execute sophisticated refactoring operations with proper planning

## Table of Contents

- [Features](#features)
- [Installation](#installation)
- [Usage](#usage)
- [Architecture](#architecture)
- [Dependencies](#dependencies)
- [Development Setup](#development-setup)
- [Contributing](#contributing)
- [License](#license)
- [Contact](#contact)

## Features

- **Three-Stage Architecture**: The workflow consists of three powerful stages:
  1. **Research** 🔍 - Gather and analyze information
  2. **Planning** 📋 - Develop execution strategy
  3. **Implementation** ⚡ - Execute the plan with AI assistance
  
  Each stage is powered by dedicated AI agents and specialized toolsets.
- **Advanced AI Integration**: Built on LangChain and leverages the latest LLMs for natural language understanding and generation.
- **Comprehensive Toolset**:
  - Shell command execution
  - Expert querying system
  - File operations and management
  - Memory management
  - Research and planning tools
  - Code analysis capabilities
- **Interactive CLI Interface**: Simple yet powerful command-line interface for seamless interaction
- **Modular Design**: Structured as a Python package with specialized modules for console output, processing, text utilities, and tools
- **Git Integration**: Built-in support for Git operations and repository management

## Installation

RA.Aid can be installed directly using pip:

```bash
pip install ra-aid
```

### Prerequisites

Before using RA.Aid, you'll need:

1. Python package `aider` installed and available in your PATH:
```bash
pip install aider-chat
```

2. API keys for the required AI services:

```bash
# Required: Set up your Anthropic API key
export ANTHROPIC_API_KEY=your_api_key_here

# Optional: Set up OpenAI API key if using OpenAI features
export OPENAI_API_KEY=your_api_key_here
```

You can get your API keys from:
- Anthropic API key: https://console.anthropic.com/
- OpenAI API key: https://platform.openai.com/api-keys

## Usage

RA.Aid is designed to be simple yet powerful. Here's how to use it:

```bash
# Basic usage
ra-aid -m "Your task or query here"

# Research-only mode (no implementation)
ra-aid -m "Explain the authentication flow" --research-only
```

### Command Line Options

- `-m, --message`: The task or query to be executed (required)
- `--research-only`: Only perform research without implementation
- `--cowboy-mode`: Skip interactive approval for shell commands

### Example Tasks

1. Code Implementation:
   ```bash
   ra-aid -m "Add input validation to the user registration endpoint"
   ```

2. Code Research:
   ```bash
   ra-aid -m "Explain how the authentication middleware works" --research-only
   ```

3. Refactoring:
   ```bash
   ra-aid -m "Refactor the database connection code to use connection pooling"
   ```

4. Non-Interactive Mode:
   ```bash
   ra-aid -m "Update all deprecated API calls" --cowboy-mode
   ```

### Environment Variables

RA.Aid uses the following environment variables:

- `ANTHROPIC_API_KEY` (Required): Your Anthropic API key for accessing Claude
- `OPENAI_API_KEY` (Optional): Your OpenAI API key if using OpenAI features

You can set these permanently in your shell's configuration file (e.g., `~/.bashrc` or `~/.zshrc`):

```bash
export ANTHROPIC_API_KEY=your_api_key_here
export OPENAI_API_KEY=your_api_key_here
```

## Architecture

RA.Aid implements a three-stage architecture for handling development and research tasks:

1. **Research Stage**: 
   - Gathers information and context
   - Analyzes requirements
   - Identifies key components and dependencies

2. **Planning Stage**:
   - Develops detailed implementation plans
   - Breaks down tasks into manageable steps
   - Identifies potential challenges and solutions

3. **Implementation Stage**:
   - Executes planned tasks
   - Generates code or documentation
   - Performs necessary system operations

### Core Components

- **Console Module** (`console/`): Handles console output formatting and user interaction
- **Processing Module** (`proc/`): Manages interactive processing and workflow control
- **Text Module** (`text/`): Provides text processing and manipulation utilities
- **Tools Module** (`tools/`): Contains various utility tools for file operations, search, and more

## Dependencies

### Core Dependencies
- `langchain-anthropic`: LangChain integration with Anthropic's Claude
- `langgraph`: Graph-based workflow management
- `rich>=13.0.0`: Terminal formatting and output
- `GitPython==3.1.41`: Git repository management
- `fuzzywuzzy==0.18.0`: Fuzzy string matching
- `python-Levenshtein==0.23.0`: Fast string matching
- `pathspec>=0.11.0`: Path specification utilities

### Development Dependencies
- `pytest>=7.0.0`: Testing framework
- `pytest-timeout>=2.2.0`: Test timeout management

## Development Setup

1. Clone the repository:
```bash
git clone https://github.com/ai-christianson/ra-aid.git
cd ra-aid
```

2. Create and activate a virtual environment:
```bash
python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`
```

3. Install development dependencies:
```bash
pip install -r requirements-dev.txt
```

4. Run tests:
```bash
python -m pytest
```

## Contributing

Contributions are welcome! Please follow these steps:

1. Fork the repository
2. Create a feature branch:
```bash
git checkout -b feature/your-feature-name
```

3. Make your changes and commit:
```bash
git commit -m 'Add some feature'
```

4. Push to your fork:
```bash
git push origin feature/your-feature-name
```

5. Open a Pull Request

### Guidelines

- Follow PEP 8 style guidelines
- Add tests for new features
- Update documentation as needed
- Keep commits focused and message clear
- Ensure all tests pass before submitting PR

## License

This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.

Copyright (c) 2024 AI Christianson

## Contact

- **Issues**: Please report bugs and feature requests on our [Issue Tracker](https://github.com/ai-christianson/ra-aid/issues)
- **Repository**: [https://github.com/ai-christianson/ra-aid](https://github.com/ai-christianson/ra-aid)
- **Documentation**: [https://github.com/ai-christianson/ra-aid#readme](https://github.com/ai-christianson/ra-aid#readme)
