nemo-agent 2.2.0

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 uv
• 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 7+/10
• Calculates and improves the complexity score using complexipy to be under 15
• Auto-formats the code with autopep8
• Shows the token count used for the responses

Community

• Join our community - Nemo Agent Telegram Group

Coding Ability

• leetcode hards (app works - tests pass)
• fastapi or flask APIs (app works - tests pass)
• flask web apps (app works - tests pass)
• streamlit apps (app works - tests fail)
• tkinter apps (app works - tests fail)
• Note: Claude > OpenAI > mistral-nemo in coding success
• Note: Not all runs will be successful with all models

Install

OpenAI or Claude Install

Requirements

• Python 3.9 or higher
• OpenAI or Claude API KEY
• Mac or Linux

Requirements Installation

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

OR

Mistral-Nemo Install

Requirements

• Python 3.9 or higher
• Ollama running mistral-nemo
• Linux with minimum specs of Ubuntu 24.04 with RTX 4070

Requirements Installation

• 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

Usage

Providers

• mistral-nemo: nemo-agent
• openai: nemo-agent --provider openai
• claude: nemo-agent --provider claude

Prompting

CLI

• nemo-agent "create a fizzbuzz script"

OR

File Prompt

• Prompt file must be markdown (.md) or text files (.txt)
• nemo-agent --file example.md or
• nemo-agent --file example.txt

Docs Directory Reference

• Docs must be markdown (.md) or text files (.txt) and be located in a folder
• nemo-agent --docs example_folder

Model overrides

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

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 an LLM. Every run is different as the LLM generated code is different. While it strives for accuracy and best practices, the generated code should be reviewed and tested before being used in a production environment.