# Smolagents > Smolagents ## Posts - [Unlocking the Power of smolagents—An In-Depth Exploration](https://smolagents.org/unlocking-the-power-of-smolagents-an-in-depth-exploration/): The landscape of artificial intelligence is rapidly changing, with AI agents at the forefront of this transformation. These agents serve as the bridge between complex AI models and practical applications. smolagents, the minimalist AI agent framework from Hugging Face, is redefining how developers approach agent creation. In this blog, we’ll delve into the powerful features of smolagents and how it can revolutionize your AI projects. Core Philosophy of smolagents At its heart, smolagents is about making AI agent development accessible and efficient. By stripping away unnecessary complexity, smolagents allows developers to focus on building agents that can perform meaningful tasks […] - [Embracing smolagents—A New Era in AI Agent Development](https://smolagents.org/embracing-smolagents-a-new-era-in-ai-agent-development/): Artificial intelligence continues to transform industries, with AI agents playing a pivotal role in automating processes and enhancing decision-making. Despite their potential, building effective AI agents has traditionally been a complex task. Enter smolagents—a minimalist AI agent library from Hugging Face designed to streamline the development process and usher in a new era of AI agent creation. Background of smolagents As large language models (LLMs) become increasingly powerful, there is a growing need for frameworks that enable these models to interact effectively with real-world environments. smolagents addresses this need by providing a lightweight, easy-to-use platform that reduces the barriers to […] - [smolagents—Simplifying AI Agent Development](https://smolagents.org/smolagents-simplifying-ai-agent-development/): In the rapidly evolving world of artificial intelligence, AI agents have become integral in automating tasks, enhancing user experiences, and driving innovation across various industries. However, developing a robust AI agent often involves complex coding, intricate configurations, and a steep learning curve. Introducing smolagents, a minimalist AI agent framework developed by the Hugging Face team, designed to simplify AI agent creation while harnessing the power of large language models (LLMs). What is smolagents? smolagents is an open-source, lightweight AI agent library that allows developers to create powerful agents with minimal code. With a core codebase of approximately 1,000 lines in […] ## Pages - [Open Deep Research Free](https://smolagents.org/open-deep-research-free/): Deep Research build By Smolagents FREE Powered By Smolagents open Deep Research – free the AI agents! OpenAI just published Deep Research, a very nice assistant that can perform deep searches on the web to answer user questions. However, their agent has a huge downside: it’s not open. So we’ve started a 24-hour rush to replicate and open-source it. Our resulting open-Deep-Research agent took the #1 rank of any open submission on the GAIA leaderboard! ✨ OpenAI recently launched Deep Research, an advanced AI agent designed to conduct multi-step research tasks efficiently. This tool allows users to input complex queries, and it autonomously gathers, […] - [Ai code Smolagents | FAST&FREE llamacoder](https://smolagents.org/ai-code-smolagents-fastfree/): powered By together ai and llamacoder - [ai code agent qwen2.5 coder artifacts](https://smolagents.org/ai-code-agent-qwen2-5-coder-artifacts/): how to use qwen2-5-coder-artifacts best prompt for ai code Generator Key Components of a Good Code Prompt Examples of Effective Prompts General Code Generation Specific Functionality Unit Testing Class Creation Docker Script Generation Complex Structures Additional Tips for Crafting Prompts By following these guidelines and utilizing these examples, you can enhance your interactions with AI code generators, leading to more accurate and useful code outputs. What are the best practices for writing effective AI code prompts Best Practices for Writing Effective AI Code Prompts 1. Be Clear and Specific Use precise language to avoid ambiguity in your requests. Clearly state […] - [Big Code Models Leaderboard](https://smolagents.org/big-code-models-leaderboard/): Inspired from the 🤗 Open LLM Leaderboard and 🤗 Open LLM-Perf Leaderboard 🏋️, we compare performance of base multilingual code generation models on HumanEval benchmark and MultiPL-E. We also measure throughput and provide information about the models. We only compare open pre-trained multilingual code models, that people can start from as base models for their trainings. What is Big Code Models Leaderboard The growing number of code models released by the community necessitates a comprehensive evaluation to reliably benchmark their capabilities. Similar to the 🤗 Open LLM Leaderboard, we selected two common benchmarks for evaluating Code LLMs on multiple programming languages: Benchamrks & Prompts Figure below shows the example of […] - [Infographic Generator](https://smolagents.org/infographic-generator/): Infographic Generator Agent - [2024 AI Timeline in Onpage](https://smolagents.org/2024-ai-timeline-in-onpage/) - [Video Guides and Course About SmolAgent](https://smolagents.org/video-guides-about-smolagent/) - [Blog](https://smolagents.org/blog/): Smolagents Blog Create your free account today! - [Contact](https://smolagents.org/contact/): Contact Elementum tristique mi montes nibh deserunt magna. Netus assumenda molestias nisi porro, nascetur molas. Have questions or need help? Use the form to reach out and we will be in touch with you as quickly as possible. Have commercial needs? Drop us a line. - [Features](https://smolagents.org/features/): Why SmartHome? The Last SmartHome App You’ll Ever Need Create your free account today! - [About](https://smolagents.org/about/): About Passionate Team. Award Winning Software. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce sed eleifend enim, a varius velit. Morbi faucibus quis massa quis consectetur. Nulla mollis fermentum auctor. Ut blandit auctor suscipit. Pellentesque imperdiet suscipit massa, sed ultricies nisl tristique ultricies. Integer interdum urna a facilisis fermentum. Curabitur mollis nec justo quis molestie. Aliquam sem enim, laoreet sed pulvinar sit amet, scelerisque quis metus. Nunc vel semper felis, nec auctor magna. Quisque a odio condimentum, mollis nisi a, tempor ante. Vestibulum blandit tempor eleifend. Donec a sapien ac ipsum sagittis placerat. Aenean lacinia egestas erat et convallis. […] - [Pricing](https://smolagents.org/pricing/): Pricing Free forever. Powerful Upgrade Options. Starter$0/mo Pro$12/mo Have commercial needs? Drop us a line. FAQs - [Home](https://smolagents.org/): Smolagents AI Agent Framework  HuggingFace’s NEW Agent Framework ，Create Powerful AI Agents with Minimal Effort Get Viral Video Instantly Powered By Nemovideo Ai code Smolagents | FAST&FREE Powered By Together AI and LlamaCoder Share Tweet Email Share Share Share smolagents and tools gallery best smolagents in huggingface  What are agents? AI Agents are programs where LLM outputs control the workflow. The table illustrates how agency varies across systems: Agency Level Description How that’s called Example Pattern ☆☆☆ LLM output has no impact on program flow Simple processor process_llm_output(llm_response) ★☆☆ LLM output determines basic control flow Router if llm_decision(): path_a() else: path_b() […] [comment]: # (Generated by Hostinger Tools Plugin)