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Albert Villanova del Moral PRO

albertvillanova

https://albertvillanova.github.io/

AI & ML interests

ML Engineer @ Hugging Face: Agents (Science)

Recent Activity

posted an update 18 minutes ago

🚀 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. 👉 https://github.com/huggingface/smolagents/releases/tag/v1.21.0

updated a Space 17 days ago

albertvillanova/fix-1613

published a Space 17 days ago

albertvillanova/fix-1613

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posted an update 18 minutes ago

Post

🚀 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.
👉 https://github.com/huggingface/smolagents/releases/tag/v1.21.0

updated a Space 17 days ago

Fix 1613

🌖

published a Space 17 days ago

Fix 1613

🌖

updated a Space 17 days ago

Tmp 1590

😻

published a Space 17 days ago

Tmp 1590

😻

upvoted an article about 1 month ago

Article

ScreenEnv: Deploy your full stack Desktop Agent

and 1 other •

Jul 10

• 61

posted an update about 1 month ago

Post

587

🚀 New in smolagents v1.20.0: Remote Python Execution via WebAssembly (Wasm)

We've just merged a major new capability into the smolagents framework: the CodeAgent can now execute Python code remotely in a secure, sandboxed WebAssembly environment!

🔧 Powered by Pyodide and Deno, this new WasmExecutor lets your agent-generated Python code run safely: without relying on Docker or local execution.

Why this matters:
✅ Isolated execution = no host access
✅ No need for Python on the user's machine
✅ Safer evaluation of arbitrary code
✅ Compatible with serverless / edge agent workloads
✅ Ideal for constrained or untrusted environments

This is just the beginning: a focused initial implementation with known limitations. A solid MVP designed for secure, sandboxed use cases. 💡

💡 We're inviting the open-source community to help evolve this executor:
• Tackle more advanced Python features
• Expand compatibility
• Add test coverage
• Shape the next-gen secure agent runtime

🔗 Check out the PR: https://github.com/huggingface/smolagents/pull/1261

Let's reimagine what agent-driven Python execution can look like: remote-first, wasm-secure, and community-built.

This feature is live in smolagents v1.20.0!
Try it out.
Break things. Extend it. Give us feedback.
Let's build safer, smarter agents; together 🧠⚙️

👉 https://github.com/huggingface/smolagents/releases/tag/v1.20.0

#smolagents #WebAssembly #Python #AIagents #Pyodide #Deno #OpenSource #HuggingFace #AgenticAI

upvoted an article about 1 month ago

Article

SmolLM3: smol, multilingual, long-context reasoner

and 22 others •

Jul 8

• 616

posted an update about 2 months ago

Post

1660

🚀 SmolAgents v1.19.0 is live!
This release brings major improvements to agent flexibility, UI usability, streaming architecture, and developer experience: making it easier than ever to build smart, interactive AI agents. Here's what's new:

🔧 Agent Upgrades
- Support for managed agents in ToolCallingAgent
- Context manager support for cleaner agent lifecycle handling
- Output formatting now uses XML tags for consistency

🖥️ UI Enhancements
- GradioUI now supports reset_agent_memory: perfect for fresh starts in dev & demos.

🔄 Streaming Refactor
- Streaming event aggregation moved off the Model class
- ➡️ Better architecture & maintainability

📦 Output Tracking
- CodeAgent outputs are now stored in ActionStep
- ✅ More visibility and structure to agent decisions

🐛 Bug Fixes
- Smarter planning logic
- Cleaner Docker logs
- Better prompt formatting for additional_args
- Safer internal functions and final answer matching

📚 Docs Improvements
- Added quickstart examples with tool usage
- One-click Colab launch buttons
- Expanded reference docs (AgentMemory, GradioUI docstrings)
- Fixed broken links and migrated to .md format

🔗 Full release notes:
https://github.com/huggingface/smolagents/releases/tag/v1.19.0

💬 Try it out, explore the new features, and let us know what you build!

#smolagents #opensource #AIagents #LLM #HuggingFace

updated a dataset about 2 months ago

albertvillanova/tmp-multiple-push

Viewer • Updated Jun 23 • 2 • 10

published a dataset about 2 months ago

albertvillanova/tmp-multiple-push

Viewer • Updated Jun 23 • 2 • 10

upvoted 2 articles 2 months ago

Article

ScreenSuite - The most comprehensive evaluation suite for GUI Agents!

Jun 6

• 53

Article

CodeAgents + Structure: A Better Way to Execute Actions

and 1 other •

May 28

• 71

posted an update 3 months ago

Post

670

New in smolagents v1.17.0:
- Structured generation in CodeAgent 🧱
- Streamable HTTP MCP support 🌐
- Agent.run() returns rich RunResult 📦

Smarter agents, smoother workflows.
Try it now: https://github.com/huggingface/smolagents/releases/tag/v1.17.0