pfy 0.1.6

AI-powered prompt engineering CLI with multi-agent system

Promptify

Transform vague ideas into professional engineering specifications using AI agents.

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Introduction

Promptify is an advanced AI-powered CLI tool designed to bridge the gap between abstract user intent and concrete technical requirements. It employs a multi-agent architecture (Triage, Critic, Expert, and Prompt Smith) to iteratively refine, critique, and enhance your prompts, delivering production-ready specifications for software projects.

No more back-and-forth. Just Promptify and build.

Features

• Multi-Agent Architecture:
  • Triage Agent: Understands intent and routes to the right expert.
  • Critic Agent: Identifies gaps, ambiguities, and missing context.
  • Expert Agent: Provides domain-specific architectural advice.
  • Prompt Smith: Synthesizes everything into a perfect final prompt.
• Dynamic Model Support: Switch seamlessly between Cerebras (fast/free), OpenAI (GPT-4), Anthropic (Claude 3.5), or Local LLMs.
• Interactive CLI & TUI: Beautiful terminal user interface built with Textual and Rich.
• Flexible Configuration: Easy YAML-based configuration with environment variable support (.env).

Installation

Install easily via PyPI:

pip install pfy

Usage

1. Quick Start

Run the interactive mode to type your query and see the agents in action:

promptify refine

Or with a direct query:

promptify refine "Build a flappy bird game in python"

2. Configuration

Manage your LLM provider settings easily with the interactive TUI:

promptify config

Or via command line arguments:

# Switch to OpenAI GPT-4
promptify config --provider openai --model gpt-4

# Switch to free Cerebras tier (Default)
promptify config --provider cerebras --model cerebras/llama3.1-8b

# View current config
promptify config --show

3. Advanced Usage

Save the refined spec to a file or change format:

# Save to a markdown file
promptify refine "Create a CRM system" --output specs.md

# Output plain JSON for piping to other tools
promptify refine "Fix my regex" --format json

Setup API Keys

Promptify works best when you provide your own API keys. You can set them via the promptify config TUI or by setting environment variables in your shell (or a .env file).

export CEREBRAS_API_KEY=your_key_here
export OPENAI_API_KEY=sk-...
export ANTHROPIC_API_KEY=sk-...

Architecture

graph TD
    User[User Input] --> T[Triage Agent]
    T --> C[Critic Agent]
    C --> E[Expert Agent]
    E --> S[Prompt Smith]
    S --> Final[Refined Artifact]
    
    subgraph Core
        Provider[Model Provider]
        Config[Configuration]
    end
    
    T -.-> Provider
    C -.-> Provider
    E -.-> Provider
    S -.-> Provider

Contributing

Contributions are welcome! Please visit our GitHub Repository to report issues or submit PRs.

License

Distributed under the MIT License. See LICENSE for more information.

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Built with ❤️ by Siva Netizen