Question: Can I find a tool that generates code from a human language description, without needing to know how to program?

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SourceAI

SourceAI is an AI-powered code generation tool that works with a variety of programming languages including Python, Java and SQL. It's got a simple interface that's easy for nonprogrammers to use, and it can also simplify code, identify and correct errors, and debug code. The tool uses GPT-3 and Codex AI technology to generate code with a single click, speeding up development time.

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Meta Llama

Another interesting project is Meta Llama, an open-source large language model that includes Meta Code Llama, a model that's been fine-tuned specifically for code generation. It can handle up to 100,000 tokens of context and comes in sizes 7B, 13B and 70B. Meta Llama is designed to be scalable and for both research and commercial use, with broad licenses for its models.

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GPT Engineer

If you're interested in web app development, GPT Engineer is a tool that uses natural language and AI to accelerate development. It lets you create fully featured web apps rapidly through interactive prototyping and deployment. The tool includes a natural language editor that turns plain language into code so you can create custom landing pages or build MVPs in minutes.

Additional AI Projects

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Code Snippets AI

Generates code, documents, and refactors with AI models, storing snippets securely for easy access and reuse across projects and languages.

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Bricabrac

Turns text descriptions into fully functional web apps in minutes, without coding, using AI-powered generation and customization tools.

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CodeWP

Generate complex WordPress code snippets and plugins with natural language prompts, leveraging AI models trained on WordPress and popular plugins.

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AutoCodePro

Convert ideas into working code for Chrome extensions, web apps, and mobile apps by describing what you want to build, with modifiable code output.

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Refraction

Automates code generation, refactoring, and bug detection in 56 languages, freeing developers to focus on high-priority tasks.

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Safurai

Accelerate coding, editing, and searching with AI-driven features, including code suggestions, explanations, and unit test generation, across multiple programming languages.

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CodeAssist

Interact with a conversational AI assistant that generates code, answers questions, and executes actions within your IDE, streamlining your coding workflow.

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CodeAI

Accelerates coding productivity with AI-generated clean code, automated unit tests, and detailed documentation, supporting multiple programming languages.

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Tabnine

Accelerates software development with AI-driven code generation, automation, and personalized suggestions, while ensuring complete code privacy and security.

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Semicode

Convert natural language descriptions into web components instantly, saving up to 70% of development time without sacrificing control over project code.

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Kodezi

Automates code debugging, optimization, and documentation, freeing developers to focus on high-level work and delivering higher-quality code faster.

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ZZZ Code AI

Accelerate coding with AI-driven tools for writing, editing, and refining code in multiple languages, including code conversion, debugging, and review.

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Bito

Automate coding tasks with AI-powered tools, including code reviews, chat help, and code completions, to boost productivity and improve code quality.

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CodeSquire

Generates entire functions, translates language into SQL queries, and provides code explanations, accelerating data science workflows with tailored code suggestions.

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CodeComplete

Boosts developer productivity with AI-driven coding tools, including code generation, chat, automated testing, and documentation, for efficient development.

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Dream

Create fully featured web apps fast without coding, using AI-assisted chat suggestions and powerful integrations to build, deploy, and share custom applications.

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Chat2Code

Generate and update React components efficiently through interactive coding, focusing on creative work while AI handles the code writing.

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Greptile

Explore and understand any codebase with AI-driven repository analysis and code generation, via a conversational chat interface.

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Sourcegraph

Boost coding productivity with AI-powered code completion, search, and insights, automating large-scale changes and refactoring across multiple repositories.

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Noodl

Build full-stack applications quickly with a visual development tool that integrates AI-generated building blocks, database queries, and UI elements for rapid iteration.

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Toolbuilder

Build custom AI tools without coding knowledge, automating workflows and tasks with a wide range of functions and outputs.