truemagic-coder/nemo-agent

Your Python AI Coder!

Nemo Agent

Nemo Agent is your Python AI Coder!

nemo-demo.mp4

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
• Ability to import reference documents to guide the task implementation
• Allows importing existing code projects in multiple languages to serve as a reference for the task
• Enables the importation of csv data files to populate databases or graphs
• 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
• fastapi or flask APIs
• flask web apps
• streamlit apps
• tkinter apps
• jupyter notebook
• Note: OpenAI > Claude > mistral-nemo for most coding projects
• 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

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

Import Reference Documentation Into Prompt

• Documentation files must be either: .md (Markdown) or .txt (Text) and be located in a folder
• nemo-agent --docs example_folder

Import Existing Code Projects Into Prompt

• Code files must be either: .py (Python), .php (PHP), .rs (Rust), .js (JavaScript), .ts (TypeScript), .toml (TOML), .json (JSON), .rb (Ruby), or .yaml (YAML) and be located in a folder
• nemo-agent --code example_folder

Import Data Into Prompt

• Data files must be .csv (CSV) and be located in a folder
• nemo-agent --data example_folder

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

Run Generated Program

• cd generated_project_folder
• source .venv/bin/activate
• python main.py

Default Models

• ollama is mistral-nemo (default model)
• openai is gpt-4o
• claude is claude-3-5-sonnet-20241022

Select Models

• nemo-agent "my_prompt" --provider ollama --model nemotron

OpenAI o1 Support

• Supports o1-mini and o1-preview
• nemo-agent "my prompt" --provider openai --model o1-mini

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.