- Developers & Engineers: Quickly build custom agents using minimal code.
- AI Researchers: Experiment with code-based agent workflows and benchmarks.
- Data Scientists: Integrate AI agents into data processing and analysis pipelines.
- Product Teams: Deploy multi-modal agents for text, vision, and audio tasks.
- Open Source Enthusiasts: Share and reuse agent tools and models via the HF Hub.
How to Use Smolagents?
- Install the Package: Use pip to install with a toolkit of essential tools.
- Define Your Agent: Create a CodeAgent and assign tools and a model.
- Run Queries: Execute agent tasks by calling the run method with user input.
- Share Agents: Push agents to the Hugging Face Hub for reuse and collaboration.
- Code-Centric Actions: Agents write their steps as executable Python code.
- Model-Agnostic: Compatible with many LLMs and AI service providers.
- Sandboxed Execution: Securely run code with sandbox options to avoid risks.
- Multi-Modality Support: Handles inputs like text, images, video, and audio.
- Hub Integration: Easily share and load agents and tools with the HF Hub.
- Simple, concise codebase under 1,000 lines for easy customization.
- Supports numerous AI models and providers flexibly.
- Secure execution with sandbox environments to mitigate risks.
- Allows sharing and collaboration through Hugging Face’s Hub.
- Requires basic Python knowledge to fully leverage agent coding.
- Some advanced features need setup of external sandbox tools.
- Documentation may be challenging for absolute beginners.
- Limited GUI tools; mostly command-line and code-driven usage.
Custom
Pricing information is not directly provided.
Proud of the love you're getting? Show off your AI Toolbook reviews—then invite more fans to share the love and build your credibility.
Add an AI Toolbook badge to your site—an easy way to drive followers, showcase updates, and collect reviews. It's like a mini 24/7 billboard for your AI.
Reviews
Rating Distribution
Average score
Popular Mention
FAQs
Similar AI Tools
Kiro AI
Kiro.dev is a powerful AI-powered code generation tool designed to accelerate the software development process. It leverages advanced machine learning models to help developers write code faster, more efficiently, and with fewer errors. Kiro.dev offers various features, including code completion, code generation from natural language prompts, and code explanation, making it a valuable asset for developers of all skill levels.
Kiro AI
Kiro.dev is a powerful AI-powered code generation tool designed to accelerate the software development process. It leverages advanced machine learning models to help developers write code faster, more efficiently, and with fewer errors. Kiro.dev offers various features, including code completion, code generation from natural language prompts, and code explanation, making it a valuable asset for developers of all skill levels.
Kiro AI
Kiro.dev is a powerful AI-powered code generation tool designed to accelerate the software development process. It leverages advanced machine learning models to help developers write code faster, more efficiently, and with fewer errors. Kiro.dev offers various features, including code completion, code generation from natural language prompts, and code explanation, making it a valuable asset for developers of all skill levels.
Blitzy
Blitzy is an AI-powered autonomous software development platform designed to accelerate enterprise-grade software creation. It automates over 80% of the development process, enabling teams to transform six-month projects into six-day turnarounds. Blitzy utilizes a multi-agent System 2 AI architecture to reason deeply across entire codebases, providing high-quality, production-ready code validated at both compile and runtime.
Blitzy
Blitzy is an AI-powered autonomous software development platform designed to accelerate enterprise-grade software creation. It automates over 80% of the development process, enabling teams to transform six-month projects into six-day turnarounds. Blitzy utilizes a multi-agent System 2 AI architecture to reason deeply across entire codebases, providing high-quality, production-ready code validated at both compile and runtime.
Blitzy
Blitzy is an AI-powered autonomous software development platform designed to accelerate enterprise-grade software creation. It automates over 80% of the development process, enabling teams to transform six-month projects into six-day turnarounds. Blitzy utilizes a multi-agent System 2 AI architecture to reason deeply across entire codebases, providing high-quality, production-ready code validated at both compile and runtime.
Sim Studio
Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.
Sim Studio
Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.
Sim Studio
Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.
Emergent
Emergent is an AI-powered development platform that enables anyone to build and ship full-stack, production-ready applications from plain English prompts. Known as the world’s first “agentic vibe coding” platform, Emergent uses specialized AI agents for coding, design, testing, and deployment. Users can create complex apps—from e-commerce stores to SaaS platforms—without writing a single line of code. It autonomously handles frontend, backend, authentication, and hosting, offering seamless integration with GitHub and VS Code. Whether you’re a developer or a non-coder, Emergent turns your ideas into live, deployable software within minutes.
Emergent
Emergent is an AI-powered development platform that enables anyone to build and ship full-stack, production-ready applications from plain English prompts. Known as the world’s first “agentic vibe coding” platform, Emergent uses specialized AI agents for coding, design, testing, and deployment. Users can create complex apps—from e-commerce stores to SaaS platforms—without writing a single line of code. It autonomously handles frontend, backend, authentication, and hosting, offering seamless integration with GitHub and VS Code. Whether you’re a developer or a non-coder, Emergent turns your ideas into live, deployable software within minutes.
Emergent
Emergent is an AI-powered development platform that enables anyone to build and ship full-stack, production-ready applications from plain English prompts. Known as the world’s first “agentic vibe coding” platform, Emergent uses specialized AI agents for coding, design, testing, and deployment. Users can create complex apps—from e-commerce stores to SaaS platforms—without writing a single line of code. It autonomously handles frontend, backend, authentication, and hosting, offering seamless integration with GitHub and VS Code. Whether you’re a developer or a non-coder, Emergent turns your ideas into live, deployable software within minutes.
Developer Toolkit
DeveloperToolkit.ai is an advanced AI-assisted development platform designed to help developers build production-grade, scalable, and maintainable software. It leverages powerful models like Claude Code and Cursor to generate production-ready code that’s secure, tested, and optimized for real-world deployment. Unlike tools that stop at quick prototypes, DeveloperToolkit.ai focuses on long-term code quality, maintainability, and best practices. Whether writing API endpoints, components, or full-fledged systems, it accelerates the entire development process while ensuring cleaner architectures and stable results fit for teams that ship with confidence.
Developer Toolkit
DeveloperToolkit.ai is an advanced AI-assisted development platform designed to help developers build production-grade, scalable, and maintainable software. It leverages powerful models like Claude Code and Cursor to generate production-ready code that’s secure, tested, and optimized for real-world deployment. Unlike tools that stop at quick prototypes, DeveloperToolkit.ai focuses on long-term code quality, maintainability, and best practices. Whether writing API endpoints, components, or full-fledged systems, it accelerates the entire development process while ensuring cleaner architectures and stable results fit for teams that ship with confidence.
Developer Toolkit
DeveloperToolkit.ai is an advanced AI-assisted development platform designed to help developers build production-grade, scalable, and maintainable software. It leverages powerful models like Claude Code and Cursor to generate production-ready code that’s secure, tested, and optimized for real-world deployment. Unlike tools that stop at quick prototypes, DeveloperToolkit.ai focuses on long-term code quality, maintainability, and best practices. Whether writing API endpoints, components, or full-fledged systems, it accelerates the entire development process while ensuring cleaner architectures and stable results fit for teams that ship with confidence.
My Agents
myAgents AI is a no-code enterprise platform that allows organisations to create, deploy and manage branded AI assistants (“agent replicas”) that embed corporate playbooks, workflows and guidance into day-to-day employee interactions. The platform is aimed at boosting productivity, engagement and performance by turning internal or partner best-practices into scalable AI agents that support staff with planning, follow-up, coaching, and task completion. Key features include adaptive planning agents that assign and track goals and tasks, human-in-the-loop governance for sensitive workflows, identity and access controls with enterprise-grade security (GDPR readiness, ISO 27001-certified cloud, SOC 2 control alignment), and the capability to scale consistent messaging across a workforce.
My Agents
myAgents AI is a no-code enterprise platform that allows organisations to create, deploy and manage branded AI assistants (“agent replicas”) that embed corporate playbooks, workflows and guidance into day-to-day employee interactions. The platform is aimed at boosting productivity, engagement and performance by turning internal or partner best-practices into scalable AI agents that support staff with planning, follow-up, coaching, and task completion. Key features include adaptive planning agents that assign and track goals and tasks, human-in-the-loop governance for sensitive workflows, identity and access controls with enterprise-grade security (GDPR readiness, ISO 27001-certified cloud, SOC 2 control alignment), and the capability to scale consistent messaging across a workforce.
My Agents
myAgents AI is a no-code enterprise platform that allows organisations to create, deploy and manage branded AI assistants (“agent replicas”) that embed corporate playbooks, workflows and guidance into day-to-day employee interactions. The platform is aimed at boosting productivity, engagement and performance by turning internal or partner best-practices into scalable AI agents that support staff with planning, follow-up, coaching, and task completion. Key features include adaptive planning agents that assign and track goals and tasks, human-in-the-loop governance for sensitive workflows, identity and access controls with enterprise-grade security (GDPR readiness, ISO 27001-certified cloud, SOC 2 control alignment), and the capability to scale consistent messaging across a workforce.
Langchain
LangChain is a powerful open-source framework designed to help developers build context-aware applications that leverage large language models (LLMs). It allows users to connect language models to various data sources, APIs, and memory components, enabling intelligent, multi-step reasoning and decision-making processes. LangChain supports both Python and JavaScript, providing modular building blocks for developers to create chatbots, AI assistants, retrieval-augmented generation (RAG) systems, and agent-based tools. The framework is widely adopted across industries for its flexibility in connecting structured and unstructured data with LLMs.
Langchain
LangChain is a powerful open-source framework designed to help developers build context-aware applications that leverage large language models (LLMs). It allows users to connect language models to various data sources, APIs, and memory components, enabling intelligent, multi-step reasoning and decision-making processes. LangChain supports both Python and JavaScript, providing modular building blocks for developers to create chatbots, AI assistants, retrieval-augmented generation (RAG) systems, and agent-based tools. The framework is widely adopted across industries for its flexibility in connecting structured and unstructured data with LLMs.
Langchain
LangChain is a powerful open-source framework designed to help developers build context-aware applications that leverage large language models (LLMs). It allows users to connect language models to various data sources, APIs, and memory components, enabling intelligent, multi-step reasoning and decision-making processes. LangChain supports both Python and JavaScript, providing modular building blocks for developers to create chatbots, AI assistants, retrieval-augmented generation (RAG) systems, and agent-based tools. The framework is widely adopted across industries for its flexibility in connecting structured and unstructured data with LLMs.
Fetch.ai
Fetch.ai is a decentralized AI platform built to power the emerging agentic economy by enabling autonomous AI agents to interact, transact, and collaborate across digital and real-world environments. The platform combines blockchain technology with advanced machine learning to create a network where millions of AI agents operate independently yet connect seamlessly to solve complex tasks such as supply chain automation, personalized services, and data sharing. Fetch.ai offers a complete technology stack, including personal AI assistants, developer tools, and business automation solutions, designed for real-world impact. Its open ecosystem supports flexibility, privacy, and interoperability, empowering users and enterprises to build, discover, and transact through intelligent, autonomous AI agents.
Fetch.ai
Fetch.ai is a decentralized AI platform built to power the emerging agentic economy by enabling autonomous AI agents to interact, transact, and collaborate across digital and real-world environments. The platform combines blockchain technology with advanced machine learning to create a network where millions of AI agents operate independently yet connect seamlessly to solve complex tasks such as supply chain automation, personalized services, and data sharing. Fetch.ai offers a complete technology stack, including personal AI assistants, developer tools, and business automation solutions, designed for real-world impact. Its open ecosystem supports flexibility, privacy, and interoperability, empowering users and enterprises to build, discover, and transact through intelligent, autonomous AI agents.
Fetch.ai
Fetch.ai is a decentralized AI platform built to power the emerging agentic economy by enabling autonomous AI agents to interact, transact, and collaborate across digital and real-world environments. The platform combines blockchain technology with advanced machine learning to create a network where millions of AI agents operate independently yet connect seamlessly to solve complex tasks such as supply chain automation, personalized services, and data sharing. Fetch.ai offers a complete technology stack, including personal AI assistants, developer tools, and business automation solutions, designed for real-world impact. Its open ecosystem supports flexibility, privacy, and interoperability, empowering users and enterprises to build, discover, and transact through intelligent, autonomous AI agents.
Chef
Chef by Convex is an AI-powered development assistant built to help developers create, test, and deploy web applications faster using natural language prompts. Integrated with Convex’s backend-as-a-service platform, Chef automates code generation, database setup, and API creation, enabling developers to move from concept to functional prototype within minutes. The tool understands developer intent, allowing users to describe what they want and instantly receive production-ready code snippets. With collaborative features and integrated testing environments, Chef by Convex simplifies modern app development for both individuals and teams, combining AI intelligence with backend scalability.
Chef
Chef by Convex is an AI-powered development assistant built to help developers create, test, and deploy web applications faster using natural language prompts. Integrated with Convex’s backend-as-a-service platform, Chef automates code generation, database setup, and API creation, enabling developers to move from concept to functional prototype within minutes. The tool understands developer intent, allowing users to describe what they want and instantly receive production-ready code snippets. With collaborative features and integrated testing environments, Chef by Convex simplifies modern app development for both individuals and teams, combining AI intelligence with backend scalability.
Chef
Chef by Convex is an AI-powered development assistant built to help developers create, test, and deploy web applications faster using natural language prompts. Integrated with Convex’s backend-as-a-service platform, Chef automates code generation, database setup, and API creation, enabling developers to move from concept to functional prototype within minutes. The tool understands developer intent, allowing users to describe what they want and instantly receive production-ready code snippets. With collaborative features and integrated testing environments, Chef by Convex simplifies modern app development for both individuals and teams, combining AI intelligence with backend scalability.
Build My Agents
BuildMyAgents AI is a no-code platform that allows users to create, train, and deploy AI agents for tasks like customer support, data handling, or automation. It simplifies complex AI development by providing a visual builder and pre-configured logic templates that anyone can customize without coding. Users can integrate APIs, connect data sources, and configure multi-agent workflows that collaborate intelligently. Whether for startups or enterprise solutions, BuildMyAgents AI empowers teams to automate operations and deploy AI systems quickly with full transparency and control.
Build My Agents
BuildMyAgents AI is a no-code platform that allows users to create, train, and deploy AI agents for tasks like customer support, data handling, or automation. It simplifies complex AI development by providing a visual builder and pre-configured logic templates that anyone can customize without coding. Users can integrate APIs, connect data sources, and configure multi-agent workflows that collaborate intelligently. Whether for startups or enterprise solutions, BuildMyAgents AI empowers teams to automate operations and deploy AI systems quickly with full transparency and control.
Build My Agents
BuildMyAgents AI is a no-code platform that allows users to create, train, and deploy AI agents for tasks like customer support, data handling, or automation. It simplifies complex AI development by providing a visual builder and pre-configured logic templates that anyone can customize without coding. Users can integrate APIs, connect data sources, and configure multi-agent workflows that collaborate intelligently. Whether for startups or enterprise solutions, BuildMyAgents AI empowers teams to automate operations and deploy AI systems quickly with full transparency and control.
Skymel
Skymel is an AI agent development kit (ADK) that enables users to build, deploy, and manage intelligent multi-model AI agents. Designed for developers and organizations, it unifies multiple major AI models — such as GPT, Claude, Gemini, and open-source frameworks — within a single environment. Using Skymel’s proprietary architecture, developers can create custom agents that think, learn, and adapt to dynamic tasks while maintaining full control over data and workflows. Skymel’s platform powers use cases like automation, customer service, data processing, and knowledge retrieval, allowing businesses to leverage multiple AI systems simultaneously.
Skymel
Skymel is an AI agent development kit (ADK) that enables users to build, deploy, and manage intelligent multi-model AI agents. Designed for developers and organizations, it unifies multiple major AI models — such as GPT, Claude, Gemini, and open-source frameworks — within a single environment. Using Skymel’s proprietary architecture, developers can create custom agents that think, learn, and adapt to dynamic tasks while maintaining full control over data and workflows. Skymel’s platform powers use cases like automation, customer service, data processing, and knowledge retrieval, allowing businesses to leverage multiple AI systems simultaneously.
Skymel
Skymel is an AI agent development kit (ADK) that enables users to build, deploy, and manage intelligent multi-model AI agents. Designed for developers and organizations, it unifies multiple major AI models — such as GPT, Claude, Gemini, and open-source frameworks — within a single environment. Using Skymel’s proprietary architecture, developers can create custom agents that think, learn, and adapt to dynamic tasks while maintaining full control over data and workflows. Skymel’s platform powers use cases like automation, customer service, data processing, and knowledge retrieval, allowing businesses to leverage multiple AI systems simultaneously.
Ask Steve
AskSteve is an AI-powered browser assistant that allows users to create custom AI agents directly within their web browser. These agents can read, summarize, extract, and act upon content from any webpage or selected text. Designed to simplify online workflows, AskSteve integrates with tools like Google Workspace, Notion, Slack, and Microsoft 365, enabling seamless automation of repetitive browser-based tasks. The platform supports real-time data handling, contextual summarization, and even voice interaction. AskSteve helps professionals, researchers, and teams save time by building AI-powered routines that work wherever they browse, without needing code or complex setup.
Ask Steve
AskSteve is an AI-powered browser assistant that allows users to create custom AI agents directly within their web browser. These agents can read, summarize, extract, and act upon content from any webpage or selected text. Designed to simplify online workflows, AskSteve integrates with tools like Google Workspace, Notion, Slack, and Microsoft 365, enabling seamless automation of repetitive browser-based tasks. The platform supports real-time data handling, contextual summarization, and even voice interaction. AskSteve helps professionals, researchers, and teams save time by building AI-powered routines that work wherever they browse, without needing code or complex setup.
Ask Steve
AskSteve is an AI-powered browser assistant that allows users to create custom AI agents directly within their web browser. These agents can read, summarize, extract, and act upon content from any webpage or selected text. Designed to simplify online workflows, AskSteve integrates with tools like Google Workspace, Notion, Slack, and Microsoft 365, enabling seamless automation of repetitive browser-based tasks. The platform supports real-time data handling, contextual summarization, and even voice interaction. AskSteve helps professionals, researchers, and teams save time by building AI-powered routines that work wherever they browse, without needing code or complex setup.
Editorial Note
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
If you have any suggestions or questions, email us at hello@aitoolbook.ai