devika-ai

devika-ai

Devika AI is an open-source, self-hosted AI software engineer that understands high-level instructions, breaks them into steps, researches information, and generates code using models like Claude 3, GPT-4, GPT-3.5, and local LLMs via Ollama.

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Freemium Enterprise
#524 in AI Agents (524 tools)
Added 0 year ago
Data reviewed Jul 16, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

AI Agents software for decision-makers comparing workflow fit and alternatives.

Best fit

AI Agents

Pricing snapshot

Freemium from Free (open source)

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devika-ai

Devika AI is an open-source AI software engineer designed to assist with software development by interpreting high-level human instructions, decomposing them into actionable steps, researching required information, and generating code. It targets developers and teams who want a project-oriented assistant that can plan, reason, and produce code in multiple programming languages. The system supports multiple language models (Claude 3, GPT-4, GPT-3.5 and local LLMs via Ollama) and provides a web-based chat interface, project management features, and modules for browsing, code writing, and state tracking.

Open-source AI software engineer that understands instructions, researches, and generates code.

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Key Features

AI Planning and Reasoning

Breaks down high-level instructions into actionable steps and uses a planning and reasoning engine to decide how to tackle tasks.

Multi-Language Model Support

Supports Claude 3, GPT-4, GPT-3.5 and local LLMs via Ollama; Claude 3 family is recommended for best performance.

Contextual Keyword Extraction

Extracts relevant keywords from context to focus research and information-gathering efforts.

Web Browsing and Information Gathering

Contains a browser interaction module to search and scrape web content to gather up-to-date information for tasks.

Code Generation in Multiple Languages

Generates code snippets and project files in various programming languages based on task objectives.

Dynamic Agent State Tracking and Visualization

Tracks the agent's state during interactions to maintain coherent, context-aware conversations and workflows.

Natural Language Chat Interface

Provides a web-based chat UI for natural language interaction, project creation, and monitoring agent progress.

Project-Based Organization

Organizes work into projects with directories for repositories, logs, PDFs, screenshots, and other artifacts.

Extensible Architecture

Designed to be extensible, allowing integration of new features and enhancements by contributors.

Pricing

Free Tier Available

Devika AI is open source and available for free; users self-host the software by cloning the repository.

Open Source

Free (open source)
  • Self-hosted deployment
  • Supports multiple LLMs (Claude 3, GPT-4, GPT-3.5, Ollama local models)

Use Cases

Create new software projects

Start a project in the web UI, choose language and model, provide a high-level objective, and have Devika decompose and generate initial code and project structure.

Automated research and information gathering

Use Devika's web browsing and research module to collect up-to-date information needed for implementing features or fixing bugs.

Code writing and prototyping

Generate code snippets and prototypes across multiple languages to accelerate development tasks.

Iterative development and refinement

Monitor progress, review generated code, and provide feedback to refine outputs and iterate on features or bug fixes.

Developer assistance for all skill levels

Assist beginners with guidance and help experienced developers by automating planning, research, and coding tasks.

Integrations

Claude / Anthropic

Supports Anthropic API keys (CLAUDE) to use Claude 3 models.

OpenAI (GPT-4 / GPT-3.5)

Supports OpenAI API keys to use GPT-4 and GPT-3.5 models.

Ollama (Local LLMs)

Supports local LLMs via Ollama for on-device/private model usage.

Search APIs (Google / Bing / DDG)

Configurable web search methods with fields for Bing and Google search API keys and Google Search Engine ID.

Playwright

Uses Playwright for browser automation and browser-interaction capabilities (requires playwright install).

Git / GitHub

Clones and operates on Git repositories as part of project workflows (repository folder configured in settings).

Benefits

Accelerates software development by automating planning, research, and code generation.
Flexible multi-model support (Claude 3, GPT-4, GPT-3.5, local LLMs via Ollama) for varied performance and privacy needs.
Project-based organization and state tracking improves collaboration and continuity across development tasks.

Limitations

Early development stage: the project may contain unimplemented or broken features as noted on the project page.
Requires configuration of third-party API keys (Anthropic, OpenAI, Google/Bing) and local prerequisites (Ollama, Bun, Playwright) to enable full functionality.
Self-hosted setup and runtime environment are required; not provided as a managed cloud service on the referenced page.

Frequently Asked Questions

What is Devika AI?
Devika AI is an advanced software engineering assistant developed by Stition.ai that understands high-level instructions, conducts research, and generates code to accomplish software development tasks.
How does Devika AI work?
Devika AI uses state-of-the-art language models and a planning and reasoning engine to analyze user input, break down tasks into steps, conduct research (via web browsing), and generate code in multiple programming languages.
Is Devika AI suitable for all levels of programmers?
Yes. Devika AI is designed to assist programmers of all skill levels, from beginners to experienced developers, helping with tasks from simple bug fixes to complex feature development.
How can I create a new project from scratch using Devika AI?
Install Devika locally, open the web interface, click 'New Project', select language and model, describe your objective, and Devika will break it down and start working; monitor progress and review generated code.
Can I contribute to Devika AI’s development?
Yes. Devika AI is an open-source project and contributions are encouraged; the project is hosted on GitHub.

Getting Started

  1. 1 Step 1: Install prerequisites (Ollama, Bun, Git, Python) on your system.
  2. 2 Step 2: Clone the repository: git clone https://github.com/stitionai/devika.git and cd into the project directory.
  3. 3 Step 3: Install Python dependencies (pip install -r requirements.txt) and Playwright browsers if needed (playwright install --with-deps).
  4. 4 Step 4: Rename sample.config.toml to config.toml and update required configuration values and API keys (SQLite path, directories, search API keys, CLAUDE/OPENAI keys, etc.).
  5. 5 Step 5: Start the Devika server: python devika.py.
  6. 6 Step 6: Install UI dependencies (cd ui/; bun install) and run the UI server (bun run dev).
  7. 7 Step 7: Open the web interface at http://127.0.0.1:3000 and create a new project to begin.

Support

Docs

Installation and usage instructions are available on the project pages (installation and how-to-use sections).

GitHub

Source code, issues, and contribution guidance available at https://github.com/stitionai/devika.

Discord

Community Discord server (join link available on the website) for discussion, questions, and collaboration.

API

Available: No

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