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albertvillanovaย 
posted an update 17 days ago
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2497
smolagents v1.14.0 is out! ๐Ÿš€
๐Ÿ”Œ MCPClient: A sleek new client for connecting to remote MCP servers, making integrations more flexible and scalable.
๐Ÿชจ Amazon Bedrock: Native support for Bedrock-hosted models.
SmolAgents is now more powerful, flexible, and enterprise-ready. ๐Ÿ’ผ

Full release ๐Ÿ‘‰ https://github.com/huggingface/smolagents/releases/tag/v1.14.0
#smolagents #LLM #AgenticAI
albertvillanovaย 
posted an update 2 months ago
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4011
๐Ÿš€ New smolagents update: Safer Local Python Execution! ๐Ÿฆพ๐Ÿ

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. ๐Ÿ”’

Here's why this matters & what you need to know! ๐Ÿงต๐Ÿ‘‡

1๏ธโƒฃ Why is local execution risky? โš ๏ธ
AI agents that run arbitrary Python code can unintentionally (or maliciously) access system files, run unsafe commands, or exfiltrate data.

2๏ธโƒฃ New Safety Layer in smolagents ๐Ÿ›ก๏ธ
We now inspect every return value during execution:
โœ… Allowed: Safe built-in types (e.g., numbers, strings, lists)
โ›” Blocked: Dangerous functions/modules (e.g., os.system, subprocess, exec, shutil)

3๏ธโƒฃ Immediate Benefits ๐Ÿ’ก
- Prevent agents from accessing unsafe builtins
- Block unauthorized file or network access
- Reduce accidental security vulnerabilities

4๏ธโƒฃ Security Disclaimer โš ๏ธ
๐Ÿšจ Despite these improvements, local Python execution is NEVER 100% safe. ๐Ÿšจ
If you need true isolation, use a remote sandboxed executor like Docker or E2B.

5๏ธโƒฃ The Best Practice: Use Sandboxed Execution ๐Ÿ”
For production-grade AI agents, we strongly recommend running code in a Docker or E2B sandbox to ensure complete isolation.

6๏ธโƒฃ Upgrade Now & Stay Safe! ๐Ÿš€
Check out the latest smolagents release and start building safer AI agents today.

๐Ÿ”— https://github.com/huggingface/smolagents

What security measures do you take when running AI-generated code? Letโ€™s discuss! ๐Ÿ‘‡

#AI #smolagents #Python #Security
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albertvillanovaย 
posted an update 2 months ago
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3933
๐Ÿš€ Big news for AI agents! With the latest release of smolagents, you can now securely execute Python code in sandboxed Docker or E2B environments. ๐Ÿฆพ๐Ÿ”’

Here's why this is a game-changer for agent-based systems: ๐Ÿงต๐Ÿ‘‡

1๏ธโƒฃ Security First ๐Ÿ”
Running AI agents in unrestricted Python environments is risky! With sandboxing, your agents are isolated, preventing unintended file access, network abuse, or system modifications.

2๏ธโƒฃ Deterministic & Reproducible Runs ๐Ÿ“ฆ
By running agents in containerized environments, you ensure that every execution happens in a controlled and predictable settingโ€”no more environment mismatches or dependency issues!

3๏ธโƒฃ Resource Control & Limits ๐Ÿšฆ
Docker and E2B allow you to enforce CPU, memory, and execution time limits, so rogue or inefficient agents donโ€™t spiral out of control.

4๏ธโƒฃ Safer Code Execution in Production ๐Ÿญ
Deploy AI agents confidently, knowing that any generated code runs in an ephemeral, isolated environment, protecting your host machine and infrastructure.

5๏ธโƒฃ Easy to Integrate ๐Ÿ› ๏ธ
With smolagents, you can simply configure your agent to use Docker or E2B as its execution backendโ€”no need for complex security setups!

6๏ธโƒฃ Perfect for Autonomous AI Agents ๐Ÿค–
If your AI agents generate and execute code dynamically, this is a must-have to avoid security pitfalls while enabling advanced automation.

โšก Get started now: https://github.com/huggingface/smolagents

What will you build with smolagents? Let us know! ๐Ÿš€๐Ÿ’ก
albertvillanovaย 
posted an update 3 months ago
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4000
๐Ÿš€ Introducing @huggingface Open Deep-Research๐Ÿ’ฅ

In just 24 hours, we built an open-source agent that:
โœ… Autonomously browse the web
โœ… Search, scroll & extract info
โœ… Download & manipulate files
โœ… Run calculations on data

55% on GAIA validation set! Help us improve it!๐Ÿ’ก
https://huggingface.co/blog/open-deep-research
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albertvillanovaย 
posted an update 4 months ago