Build an AI-powered software development assistant for faster and smarter coding.

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CogniGitAI is an AI-powered software development assistant that helps developers code faster and smarter through natural language conversations. It will be built as a Ruby on Rails web application with React front-end.

Features

• Conversational Interface: Users can have natural language conversations with CogniGitAI to get coding help, explanations, and project management assistance. Advanced NLP and NLU techniques enable seamless dialog.
• Code Insights: CogniGitAI provides contextual recommendations and optimizations for code based on deep analysis of patterns, anti-patterns, dependencies, and potential issues.
• Project Management: Users can delegate tasks, set reminders, and streamline workflows through conversations with CogniGitAI.
• IDE Integrations: Tight integrations with IDEs like VSCode, Xcode, Eclipse provide in-workflow assistance through CogniGitAI.
• Open Source: CogniGitAI will be licensed under MIT with public GitHub repo to foster community involvement.

Architecture

• Frontend: React + Redux frontend with Material UI components
• Backend: Ruby on Rails provides REST APIs
• Database: PostgreSQL for relational data
• Search: Elasticsearch for full-text search
• NLP Pipeline: spaCy for linguistic analysis, HuggingFace Transformers for deep NLU
• Deployment: Docker containers running on Kubernetes cluster with CI/CD pipelines

include comprehensive and exhaustive documentation as well as a detailed and descriptive readme.md and requirements.txt files as well as any needed build and deploy scripts to get this project up and running all code should be of the highest quality and follow all best practices

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