Welcome to The Compiler: A New Era of Programming

Inspired by the insightful words of Robert Oppenheimer, we at Agora are proud to introduce you to our revolutionary project—The Compiler. This exceptional tool aspires to redefine how we approach software creation, merging human ingenuity with the power of Large Language Models (LLMs). Let’s take a journey through the features, usage, and intricacies of The Compiler!

Overview of The Compiler

The Compiler embodies the Tree of Thoughts (ToT) paradigm, enabling a seamless transition from abstract ideas to functioning code. Picture this process like nurturing a plant:

• Seed: Just as you plant a seed representing your idea, you begin with a high-level specification for the software.
• Grow: The idea takes root as The Compiler generates unit tests, akin to watering and nourishing a seedling.
• Blossom: The ToT LLM runs, enabling your project to flourish into fully-formed code, much like a flower coming into bloom.
• Harvest: Finally, you gather the fruits of your labor—a working program ready for use!

Usage: Getting Started

There are two primary methods to get started with The Compiler:

• Method 1: Git Clone
  1. Clone the repository using:

  git clone https://github.com/kyegomez/the-compiler.git

  2. Navigate into the project directory:

  cd the-compiler

  3. Install dependencies:

  pip install -r requirements.txt

  4. Use the application. Here’s an example usage:

  from the_compiler import Architect, Developer, UnitTester
  
  architect = Architect()
  developer = Developer()
  unit_tester = UnitTester()
  
  task = "Create a simple calculator in Python"
  
  architecture, breakdown = architect.create_architecture(task)
  code = developer.write_code(breakdown)
  tests = unit_tester.create_tests(code)
  
  print("Code:", code)
  print("Tests:", tests)

• Method 2: Pip Install
  1. Install using pip:

  pip install the-compiler

  2. Use it in your scripts:

  from the_compiler import TheCompiler
  
  api_key = ""  # Your OpenAI API key
  create = "a simple calculator program"
  compiler = TheCompiler(api_key)
  code = compiler.run(create)
  
  print("Generated Code:", code)

Architecture of The Compiler

The Compiler is a sophisticated assembly of components:

• Specification Parser: Translates high-level specifications into an understandable format.
• Thought Decomposer: Breaks down programming tasks into manageable steps.
• Thought Generator: Creates potential thoughts from the current state using two strategies: sampling thoughts and proposing them sequentially.
• State Evaluator: Evaluates progress towards solving the problem, guiding the Search Algorithm.
• Search Algorithm: Determines which states to explore, utilizing either Breadth-First Search (BFS) or Depth-First Search (DFS).

Roadmap Ahead

Our vision for The Compiler unfolds in three ambitious phases:

1. Phase 1: Autonomous Code Generation.
2. Phase 2: Maintenance and Refactoring of Existing Code.
3. Phase 3: Advanced Learning and Achieving Super Intelligence.

Bounty Program

As part of our open-source commitment, we invite you to partake in our Bounty Program. Contribute to:

• Enhancing understanding of complex high-level descriptions.
• Improving unit test generation.
• Understanding existing codebases.
• Refactoring code for better efficiency.
• Developing the AI’s learning capabilities.

Troubleshooting

If you encounter any issues while using The Compiler, here are some troubleshooting ideas:

• Ensure that all dependencies are correctly installed using pip install -r requirements.txt.
• Double-check that your OpenAI API key is valid and accessible.
• Look for syntax errors in your code inputs; precision is key!

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

Share the Excitement!

If you find The Compiler intriguing, don’t hesitate to share it with your network! Let’s revolutionize programming together!