Cody: Your AI Coding Assistant
Cody is an innovative AI-powered coding assistant that aims to transform how developers interact with their codebase. By utilizing advanced technologies such as natural language processing, vector embeddings, and OpenAI's language models, Cody allows developers to query and navigate their code using simple, conversational language.
Key Features
- Real-time File Monitoring: Cody continuously updates its knowledge base by monitoring your project, ensuring you always have the latest information about your codebase.
- Embedding-based Knowledge Base: Utilizing OpenAI Embeddings, Cody builds a comprehensive knowledge base from text and JSON files in your project, making it easier to retrieve relevant code snippets.
- Interactive Q&A: Engage with your codebase using natural language queries through text chat or voice interaction with Cody.
- Customizable Ignore List: Tailor Cody's focus by specifying files or directories to exclude from monitoring.
Getting Started
- Clone the repository
- Set up a virtual environment (optional)
- Rename .local.env to .env and add your OpenAI API key
- Customize the IGNORE_THESE variable to exclude irrelevant directories
- Run python cody.py and follow the terminal prompts
Advanced Usage
Configure Cody's ignore list to optimize performance by excluding specific files, directories, or file types. Examples include ignoring specific files, directories, file extensions, or following complex patterns. Regularly updating your ignore list helps maintain Cody's efficiency as your project evolves.
'LIVE' Coding Integration: For seamless coding experience, run Cody alongside your code editor in a split-screen view, enabling continuous interaction without disrupting your workflow.
Dependencies
- dotenv
- langchain-community
- langchain_openai
- llm
- watchdog
- openai
- speech_recognition
- gtts
- pygame
Notes and Tips
- Monitor your OpenAI API usage and consider setting a monthly spend limit
- Cody displays the number of tokens used in each call for transparency
- Ensure sufficient memory availability, especially for large codebases
Conclusion
Cody marks a significant advancement in coding assistance technology by bridging natural language with code. It empowers developers to work more efficiently and intuitively, whether navigating complex codebases, seeking quick answers, or enhancing coding workflows. Cody stands as your AI-powered companion for smarter and faster coding.
