Albert Villanova del Moral

@albertvillanova.bsky.social

Machine Learning Engineer @ Hugging Face

🚀 smolagents v1.21.0 is here! Now with improved safety in the local Python executor: dunder calls are blocked! ⚠️ Still, not fully isolated: for untrusted code, use a remote executor instead: Docker, E2B, Wasm. ✨ Many bug fixes: more reliable code. 👉 github.com/huggingface/...

Release v1.21.0 · huggingface/smolagents

Enhancements ✨ Tool & Model Improvements Add Tool to_code_prompt and to_tool_calling_prompt by @albertvillanova in #1599 Improve function body extraction in tools by @HairlessVillager in #1627 S...

github.com

💥 Big milestone just dropped in smolagents: The CodeAgent can now execute Python code remotely in WebAssembly, powered by Pyodide + Deno! Your agent-generated Python runs in a secure, sandboxed Wasm runtime: no local execution required. Here's why this changes the game 🧵👇

New in smolagents v1.16.0: 🔍 Bing support in WebSearchTool 🐍 Custom functions & executor_kwargs in LocalPythonExecutor 🔧 Streaming GradioUI fixes 🌐 Local web agents via api_base & api_key 📚 Better docs 👉 github.com/huggingface/smolagents

GitHub - huggingface/smolagents: 🤗 smolagents: a barebones library for agents that think in python code.

🤗 smolagents: a barebones library for agents that think in python code. - huggingface/smolagents

github.com

Code Agents generate full code blocks and execute them in one go, instead of calling tools one-by-one. Learn how to build smarter, faster agents in a new @deeplearningai.bsky.social course by @hf.co. Build with smolagents → sandboxed, reliable, powerful. 🔗 www.deeplearning.ai/short-course...

Building Code Agents with Hugging Face smolagents

Build agents that write and execute code to perform complex tasks, using Hugging Face’s smolagents.

deeplearning.ai

smolagents v1.14.0 is out! 🚀 🔌 MCPClient: A sleek new client for connecting to remote MCP servers, making integrations more flexible and scalable. 🪨 Amazon Bedrock: Native support for Bedrock-hosted models. SmolAgents is now more powerful, flexible, and enterprise-ready. 💼

Release v1.14.0 · huggingface/smolagents

New features 🚀 SmolAgents MCP Client by @grll in #1200 Introduce a new MCPClient class that allows users to manage connections to one or more MCP servers, making integration with SmolAgents more ...

github.com

🚀 New smolagents update: Safer Local Python Execution! 🦾🐍 With the latest release, we've added security checks to the local Python interpreter: every evaluation is now analyzed for dangerous builtins, modules, and functions. 🔒 Here's why this matters & what you need to know! 🧵👇

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🚀 Introducing @hf.co 🤗 Open Deep-Research💥 In just 24 hours, we built an open-source agent that: ✅ Autonomously browse the web ✅ Search, scroll & extract info ✅ Download & manipulate files ✅ Run calculations on data 55% on GAIA validation set! Help us improve it!💡 huggingface.co/blog/open-de...

Open-source DeepResearch – Freeing our search agents

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co

Check out how easy it is to do LLM evals with LightEval! * any dataset on the 🤗 Hub can become an eval task in a few lines of code: customize the prompt, metrics, parsing, few-shots, everything! * model- and data-parallel inference * auto batching with the new vLLM backend

A screenshot of LightEval benchmarking results in a terminal