Aider-AI/aider
Aider is an AI-powered pair programming tool that integrates with your terminal and codebase to assist developers by leveraging large language models for coding, testing, and project management.
Awesome AI Agents › Code Search Engines
emrgnt-cmplxty/automata
Automata is an innovative project aimed at creating a fully autonomous, self-programming Artificial Intelligence system. The core idea behind Automata is that code can be viewed as a form of memory, and by equipping AI with the right tools, it can evolve real-time capabilities that may eventually lead to Artificial General Intelligence (AGI). The project draws inspiration from Automata theory, which studies abstract machines and the computational problems they can solve. Automata combines Large Language Models (LLMs) like GPT-4 with a vector database to create an integrated system capable of documenting, searching, and writing code autonomously. The system starts by generating comprehensive documentation and code examples, which, along with search capabilities, form the foundation for its self-coding potential. It uses downstream tooling to perform advanced coding tasks, continuously refining its skills and autonomy based on feedback and experience, much like an autonomous craftsman improving their craft. The project provides tools for setting up the environment, including installation via Poetry or Docker, and offers detailed instructions for running the system with trivial or complex instructions. Automata also supports indexing with SCIP indices to create a code graph that relates symbols by dependencies across the codebase, enhancing its search and embedding capabilities. The project is well-documented, with badges indicating code coverage, code quality, and documentation status. It also has an active community presence on Discord and Twitter. An example is provided to demonstrate how to build and run an Automata agent, showcasing its ability to interpret instructions, write code, and return results autonomously. Overall, Automata represents a cutting-edge approach to AI-driven software development, aiming to push the boundaries of what autonomous coding agents can achieve.
https://github.com/emrgnt-cmplxty/automata
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