Devika AI Software Engineer
Devika AI is an open-source AI software engineer that can understand human instructions, conduct research, and autonomously write code to accomplish development tasks.
https://devikaai.org/
Product Information
Updated:Dec 16, 2024
What is Devika AI Software Engineer
Devika AI is an advanced open-source AI software engineer developed by Stition.ai. It is designed to understand high-level human instructions, break them down into actionable steps, research relevant information, and generate code to achieve software development objectives. Devika utilizes large language models like Claude 3, GPT-4, and local LLMs via Ollama to power its natural language understanding and code generation capabilities. As an open-source alternative to proprietary AI coding assistants, Devika aims to provide a transparent and collaborative platform for AI-assisted software engineering.
Key Features of Devika AI Software Engineer
Devika AI is an open-source AI software engineer that can understand high-level human instructions, break them down into steps, conduct research, and autonomously write code to accomplish objectives. It leverages advanced language models, AI planning and reasoning capabilities, web browsing, and supports multiple programming languages to assist with various software development tasks.
AI Planning and Reasoning: Breaks down complex objectives into actionable steps and makes decisions based on context.
Multi-Language Model Support: Works with Claude 3, GPT-4, GPT-3.5, and Local LLMs via Ollama for natural language processing.
Web Browsing and Research: Can search the internet to gather relevant information and documentation for tasks.
Code Generation: Writes code in multiple programming languages based on project requirements.
Project Management: Organizes work into projects for efficient task management and collaboration.
Use Cases of Devika AI Software Engineer
Rapid Prototyping: Quickly generate code prototypes for new features or applications.
Bug Fixing: Analyze and fix software bugs by understanding error reports and code context.
Code Refactoring: Improve existing codebases by restructuring and optimizing code.
Documentation Generation: Create technical documentation and code comments automatically.
Learning Tool: Assist beginner programmers in understanding coding concepts and best practices.
Pros
Open-source and free to use
Supports multiple programming languages and tasks
Integrates advanced AI models for improved performance
Community-driven development allows for rapid improvements
Cons
Still in early development stages with potential bugs
Requires setup of multiple API keys for full functionality
May have limitations compared to more established proprietary solutions
How to Use Devika AI Software Engineer
Install Prerequisites: Ensure you have Git, Python, Ollama, and Bun installed on your system before proceeding.
Clone the Repository: Open a terminal and run: git clone https://github.com/stitionai/devika.git
Navigate to Project Directory: Change to the Devika directory: cd devika
Install Dependencies: Run: pip install -r requirements.txt
Configure Settings: Rename sample.config.toml to config.toml and update the configuration options like API keys.
Start Devika Server: Run: python devika.py
Set Up UI: Navigate to ui/ directory, run 'bun install', then 'bun run dev'
Access Web Interface: Open a browser and go to http://127.0.0.1:3000
Create New Project: Click 'New Project' in the interface and provide a project name
Select Language and Model: Choose the programming language and AI model for your project
Describe Task: In the chat interface, provide a clear description of the task you want Devika to work on
Monitor Progress: Track Devika's actions, view generated code, and provide feedback as needed
Review and Refine: Review the completed task and provide further instructions if necessary to refine the output
Devika AI Software Engineer FAQs
Devika AI is an open-source AI software engineer developed by Stition.ai. It can understand high-level human instructions, break them down into steps, research relevant information, and generate code to accomplish software development tasks.
Official Posts
Loading...Related Articles
Popular Articles
Claude 3.5 Haiku: Anthropic's Fastest AI Model Now Available
Dec 13, 2024
Uhmegle vs Chatroulette: The Battle of Random Chat Platforms
Dec 13, 2024
12 Days of OpenAI Content Update 2024
Dec 13, 2024
Best AI Tools for Work in 2024: Elevating Presentations, Recruitment, Resumes, Meetings, Coding, App Development, and Web Build
Dec 13, 2024
Analytics of Devika AI Software Engineer Website
Devika AI Software Engineer Traffic & Rankings
324
Monthly Visits
#21997182
Global Rank
-
Category Rank
Traffic Trends: May 2024-Nov 2024
Devika AI Software Engineer User Insights
00:02:21
Avg. Visit Duration
2.67
Pages Per Visit
42.57%
User Bounce Rate
Top Regions of Devika AI Software Engineer
IN: 100%
Others: NAN%
Latest AI Tools Similar to Devika AI Software Engineer
Gait
Gait is a collaboration tool that integrates AI-assisted code generation with version control, enabling teams to track, understand, and share AI-generated code context efficiently.
invoices.dev
invoices.dev is an automated invoicing platform that generates invoices directly from developers' Git commits, with integration capabilities for GitHub, Slack, Linear, and Google services.
EasyRFP
EasyRFP is an AI-powered edge computing toolkit that streamlines RFP (Request for Proposal) responses and enables real-time field phenotyping through deep learning technology.
Cart.ai
Cart.ai is an AI-powered service platform that provides comprehensive business automation solutions including coding, customer relations management, video editing, e-commerce setup, and custom AI development with 24/7 support.
Popular AI Tools Like Devika AI Software Engineer
GitHub Copilot Chat
GitHub Copilot Chat is an AI-powered coding assistant that provides natural language interactions, real-time code suggestions, and contextual support directly within supported IDEs and GitHub.com.
CopilotForXcode
CopilotForXcode is an Xcode Source Editor Extension that integrates GitHub Copilot, Codeium, and ChatGPT to provide AI-powered code suggestions, chat assistance, and prompt-to-code functionality within Xcode.
BLACKBOX AI
BLACKBOX AI is an AI-powered coding assistant that helps developers write, debug, and optimize code faster through code generation, chat, and search capabilities.
WebStorm
WebStorm is a powerful integrated development environment (IDE) for JavaScript and related technologies, offering intelligent coding assistance, debugging tools, and seamless integration with modern web development frameworks.