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Devika is an advanced AI software engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. It utilizes large language models, planning and reasoning algorithms, and web browsing abilities to intelligently develop software. Devika is modeled after Devin by Cognition AI and aims to be an open-source alternative to Devin. The project is currently in early development/experimental stage with many unimplemented or broken features. It supports Claude 3, GPT-4, Gemini, Mistral, Groq, and local LLMs via Ollama. Key capabilities include advanced AI planning and reasoning, contextual keyword extraction for focused research, seamless web browsing and information gathering, code writing in multiple programming languages, dynamic agent state tracking and visualization, natural language interaction via a chat interface, project-based organization and management, and an extensible architecture for adding new features and integrations.