nemo-agent 1.3.0

Your Python AI Coder

Nemo Agent

Nemo Agent is your Python AI Coder!

https://github.com/user-attachments/assets/51cf6ad1-196c-44ab-99ba-0035365f1bbd

Features

• Runs blazing fast
• Generates Python project structures automatically using poetry
• Writes Python code based on task descriptions
• Executes development tasks using AI-generated commands
• Utilizes the mistral-nemo, OpenAI, or Claude language models for intelligent code generation
• Implements best practices in Python development automatically
• Writes and runs passing tests using pytest up to 80%+ test coverage
• Automatically fixes and styles code using pylint up to 8+/10
• Calculates and improves the complexity score using complexipy to be under 15
• Auto-formats to the code with autopep8
• Utilizes git to commit and track changes

Coding Ability

• Can solve leetcode hards in 30 seconds using larger models and sometimes with mistral-nemo
• Can apply time complexity constraints in task requirements

Install

Claude or OpenAI Local Install

Requirements

• Python 3.9 or higher
• git
• OpenAI or Claude API Key
• Linux or Mac

Requirements Installation

• Install Claude API Key for zsh shell
  • echo 'export ANTHROPIC_API_KEY="YOUR_API_KEY"' >> ~/.zshrc
• OR: Install OpenAI API Key for zsh shell
  • echo 'export OPENAI_API_KEY="YOUR_API_KEY"' >> ~/.zshrc
• pip install nemo-agent
• You are ready to use nemo-agent

OR

Mistral-Nemo Local Install

Requirements

• Python 3.9 or higher
• git
• curl
• Ollama running mistral-nemo
• Ubuntu (22.04 or 24.04) with a minimum of an RTX 4070

Requirements Installation

• Python, curl, git are pre-installed on Ubuntu
• Ollama install instructions:
  • curl -fsSL https://ollama.com/install.sh | sh
  • ollama pull mistral-nemo
• pip install nemo-agent
• You are ready to use nemo-agent

OR

Mistral-Nemo Cloud Install

Requirements

• RunPod account setup with your SSH and billing information

RunPod Setup

• Make sure you have setup your SSH keys
• Select a 4090 pod
• Select the RunPod Pytorch 2.1.1 template
• Edit the template:
  • Set Container Disk to 60 GB
  • Set Expose HTTP Ports to 8888, 11434
  • Add environment variables with OLLAMA_HOST key and 0.0.0.0 value
• Deploy your pod
• After deploying then login via SSH
• Run on the pod: (curl -fsSL https://ollama.com/install.sh | sh && ollama serve > ollama.log 2>&1) & and then press CTRL+C to exit
• Run on the pod: ollama pull mistral-nemo
• Run on the pod: pip install nemo-agent
• You are ready to use nemo-agent

Usage

• mistral-nemo: nemo-agent "create a fizzbuzz script"
• openai: nemo-agent "create a fizzbuzz script" --provider openai
• claude: nemo-agent "create a fizzbuzz script" --provider claude

Model overrides

• You can pass the --model flag to override the default model for the provider.
• The default model for openai is gpt-4o-2024-08-06
• The default model for claude is claude-3-5-sonnet-20240620
• The default model for ollama is mistral-nemo

Contributing

Contributions to Nemo Agent are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Disclaimer

Nemo Agent generates code using AI. While it strives for accuracy and best practices, the generated code should be reviewed and tested before being used in a production environment.