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ScreenEnv: Deploy your full stack Desktop Agent
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39Albert Villanova del Moral PRO
albertvillanova
AI & ML interests
ML Engineer @ Hugging Face: Agents (Science)
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upvoted
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4 days ago
ScreenEnv: Deploy your full stack Desktop Agent
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an
update
4 days ago
š 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!
š§ 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:
ā
Isolated execution = no host access
ā
No need for Python on the user's machine
ā
Safer evaluation of arbitrary code
ā
Compatible with serverless / edge agent workloads
ā
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. š”
š” We're inviting the open-source community to help evolve this executor:
ā¢ Tackle more advanced Python features
ā¢ Expand compatibility
ā¢ Add test coverage
ā¢ Shape the next-gen secure agent runtime
š 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 š§ āļø
š https://github.com/huggingface/smolagents/releases/tag/v1.20.0
#smolagents #WebAssembly #Python #AIagents #Pyodide #Deno #OpenSource #HuggingFace #AgenticAI
upvoted
an
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6 days ago
SmolLM3: smol, multilingual, long-context reasoner
Organizations
upvoted
an
article
4 days ago
posted
an
update
4 days ago
Post
257
š 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!
š§ 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:
ā Isolated execution = no host access
ā No need for Python on the user's machine
ā Safer evaluation of arbitrary code
ā Compatible with serverless / edge agent workloads
ā 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. š”
š” We're inviting the open-source community to help evolve this executor:
ā¢ Tackle more advanced Python features
ā¢ Expand compatibility
ā¢ Add test coverage
ā¢ Shape the next-gen secure agent runtime
š 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 š§ āļø
š https://github.com/huggingface/smolagents/releases/tag/v1.20.0
#smolagents #WebAssembly #Python #AIagents #Pyodide #Deno #OpenSource #HuggingFace #AgenticAI
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!
š§ 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:
ā Isolated execution = no host access
ā No need for Python on the user's machine
ā Safer evaluation of arbitrary code
ā Compatible with serverless / edge agent workloads
ā 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. š”
š” We're inviting the open-source community to help evolve this executor:
ā¢ Tackle more advanced Python features
ā¢ Expand compatibility
ā¢ Add test coverage
ā¢ Shape the next-gen secure agent runtime
š 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 š§ āļø
š https://github.com/huggingface/smolagents/releases/tag/v1.20.0
#smolagents #WebAssembly #Python #AIagents #Pyodide #Deno #OpenSource #HuggingFace #AgenticAI
upvoted
an
article
6 days ago
Article
SmolLM3: smol, multilingual, long-context reasoner
By
and 22 others
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511
posted
an
update
21 days ago
Post
1583
š 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:
š§ Agent Upgrades
- Support for managed agents in ToolCallingAgent
- Context manager support for cleaner agent lifecycle handling
- Output formatting now uses XML tags for consistency
š„ļø UI Enhancements
- GradioUI now supports reset_agent_memory: perfect for fresh starts in dev & demos.
š Streaming Refactor
- Streaming event aggregation moved off the Model class
- ā”ļø Better architecture & maintainability
š¦ Output Tracking
- CodeAgent outputs are now stored in ActionStep
- ā More visibility and structure to agent decisions
š Bug Fixes
- Smarter planning logic
- Cleaner Docker logs
- Better prompt formatting for additional_args
- Safer internal functions and final answer matching
š 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
š Full release notes:
https://github.com/huggingface/smolagents/releases/tag/v1.19.0
š¬ Try it out, explore the new features, and let us know what you build!
#smolagents #opensource #AIagents #LLM #HuggingFace
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:
š§ Agent Upgrades
- Support for managed agents in ToolCallingAgent
- Context manager support for cleaner agent lifecycle handling
- Output formatting now uses XML tags for consistency
š„ļø UI Enhancements
- GradioUI now supports reset_agent_memory: perfect for fresh starts in dev & demos.
š Streaming Refactor
- Streaming event aggregation moved off the Model class
- ā”ļø Better architecture & maintainability
š¦ Output Tracking
- CodeAgent outputs are now stored in ActionStep
- ā More visibility and structure to agent decisions
š Bug Fixes
- Smarter planning logic
- Cleaner Docker logs
- Better prompt formatting for additional_args
- Safer internal functions and final answer matching
š 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
š Full release notes:
https://github.com/huggingface/smolagents/releases/tag/v1.19.0
š¬ Try it out, explore the new features, and let us know what you build!
#smolagents #opensource #AIagents #LLM #HuggingFace
updated
a
dataset
21 days ago
published
a
dataset
21 days ago
upvoted
an
article
about 1 month ago
Article
ScreenSuite - The most comprehensive evaluation suite for GUI Agents!
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50
upvoted
an
article
about 2 months ago
Article
CodeAgents + Structure: A Better Way to Execute Actions
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and 1 other
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posted
an
update
about 2 months ago
Post
654
New in smolagents v1.17.0:
- Structured generation in CodeAgent š§±
- Streamable HTTP MCP support š
- Agent.run() returns rich RunResult š¦
Smarter agents, smoother workflows.
Try it now: https://github.com/huggingface/smolagents/releases/tag/v1.17.0
- Structured generation in CodeAgent š§±
- Streamable HTTP MCP support š
- Agent.run() returns rich RunResult š¦
Smarter agents, smoother workflows.
Try it now: https://github.com/huggingface/smolagents/releases/tag/v1.17.0
updated
a
dataset
about 2 months ago
published
a
dataset
about 2 months ago
updated
a
dataset
about 2 months ago
published
a
dataset
about 2 months ago
updated
a
dataset
about 2 months ago
published
a
dataset
about 2 months ago
Issue with tool names
#1 opened about 2 months ago
by
albertvillanova
published
an
article
about 2 months ago
Article
TinyAgents: A Minimal Experiment with Code Agents and MCP Tools
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posted
an
update
about 2 months ago
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2507
New in smolagents v1.16.0:
š Bing support in WebSearchTool
š Custom functions & executor_kwargs in LocalPythonExecutor
š§ Streaming GradioUI fixes
š Local web agents via api_base & api_key
š Better docs
š https://github.com/huggingface/smolagents/releases/tag/v1.16.0
š Bing support in WebSearchTool
š Custom functions & executor_kwargs in LocalPythonExecutor
š§ Streaming GradioUI fixes
š Local web agents via api_base & api_key
š Better docs
š https://github.com/huggingface/smolagents/releases/tag/v1.16.0
upvoted
an
article
3 months ago
Article
Tiny Agents: a MCP-powered agent in 50 lines of code
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285
posted
an
update
3 months ago
Post
2794
smolagents v1.14.0 is out! š
š MCPClient: A sleek new client for connecting to remote MCP servers, making integrations more flexible and scalable.
šŖØ Amazon Bedrock: Native support for Bedrock-hosted models.
SmolAgents is now more powerful, flexible, and enterprise-ready. š¼
Full release š https://github.com/huggingface/smolagents/releases/tag/v1.14.0
#smolagents #LLM #AgenticAI
š MCPClient: A sleek new client for connecting to remote MCP servers, making integrations more flexible and scalable.
šŖØ Amazon Bedrock: Native support for Bedrock-hosted models.
SmolAgents is now more powerful, flexible, and enterprise-ready. š¼
Full release š https://github.com/huggingface/smolagents/releases/tag/v1.14.0
#smolagents #LLM #AgenticAI