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stitionai/devika

⭐ 19572 Python added to this list on 2025-04-19 repository created 2024-03-21

Devika is an advanced open-source AI software engineer designed to understand high-level human instructions and autonomously break them down into actionable steps to research relevant information and write code to achieve the specified objectives. It leverages large language models, advanced planning and reasoning algorithms, and web browsing capabilities to intelligently develop software projects. The project aims to be a competitive alternative to Devin by Cognition AI, with ambitions to match or surpass Devin's performance in software engineering benchmarks such as SWE-bench. Devika supports multiple AI models including Claude 3, GPT-4, Gemini, Mistral, Groq, and local large language models via Ollama, with Claude 3 recommended for optimal performance. It features advanced AI planning and reasoning, contextual keyword extraction for focused research, seamless web browsing for information gathering, and the ability to write code in multiple programming languages. The system tracks and visualizes the dynamic state of the AI agent and offers a natural language chat interface for interaction. It organizes work by projects and has an extensible architecture to allow new features and integrations. The project is in an early experimental stage with some features unimplemented or broken, and contributions are encouraged. It requires Python 3.10-3.11, Node.js 18 or higher, and the Bun JavaScript runtime. Installation involves setting up dependencies, including Playwright for browser automation, and running both backend and frontend servers. Users interact with Devika through a web interface where they can create projects, configure AI models and search engines, and provide high-level task descriptions. Devika then autonomously manages the task execution, code generation, and iterative refinement. Configuration involves setting API keys for various services such as Bing, Google Search, OpenAI, Gemini, Claude, Mistral, Groq, and Netlify. The project is licensed under the MIT License and maintains active community support through GitHub issues, discussions, and a Discord server. Devika represents a promising step toward AI-assisted software development by providing an AI pair programmer capable of handling complex coding tasks with minimal human input.

https://github.com/stitionai/devika

ai-planningai-software-engineerapi-integrationbunclaude-3code-generationcontextual-keyword-extractiondynamic-agent-state-trackingextensible-architecturegeminigpt-4groqlarge-language-modelsmistralmit-licensemulti-language-codingnatural-language-interactionnode.jsollamaopen-sourceplanning-algorithmsplaywrightproject-managementpythonreasoning-algorithmsweb-browsing