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
index-labs/evalgpt
EvalGPT is an innovative code interpreter framework designed to automate the process of code writing and execution using large language models such as GPT-4, CodeLlama, and Claude 2. The framework is inspired by Google's Borg system and features a master node called EvalGPT, which consists of three main components: planning, scheduler, and memory. When a user submits a task, EvalGPT plans the task by breaking it down into smaller sub-tasks. Each sub-task is assigned to an EvalAgent node responsible for generating and executing the code. EvalAgents can also utilize external tools and access shared memory from the master node to communicate and coordinate effectively. If an error occurs during execution, the master node replans the task to avoid the error, ensuring robust and reliable operation. EvalGPT offers several benefits, including automated code generation that reduces manual effort, efficient task execution through parallel processing of sub-tasks, robust error handling with task replanning, scalability to handle tasks of varying complexity, and resource optimization inspired by Google's Borg system. The framework is extensible, allowing integration with external tools to handle diverse coding needs. Users can install EvalGPT via Go or build it from source. Configuration involves setting up an OpenAI API key and specifying a Python interpreter, which can be customized using virtual environments. The tool supports various commands and options, enabling users to perform tasks such as querying for information, processing files, and running pipelines. Examples include retrieving the public IP address, calculating hashes, extracting website titles, converting image formats, and drawing graphs from CSV data. Overall, EvalGPT is a powerful and flexible framework that leverages advanced language models to automate coding tasks, optimize resource usage, and provide reliable execution with error handling, making it suitable for a wide range of programming and data processing applications.
https://github.com/index-labs/evalgpt
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