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Latest smolagents release supports GPT-5: build agents that think, plan, and act.
ā” Upgrade now and put GPT-5 to work!
ā” Upgrade now and put GPT-5 to work!
AI & ML interests
We do research in all core areas of natural language processing, including morphology, parsing, semantics, discourse, language generation, and machine translation. EdinburghNLP also has a strong track record of work at the interface of NLP with other areas, including speech technology, machine learning, computer vision, cognitive modeling, social media, information retrieval, robotics, bioinformatics, and educational technology.
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albertvillanovaĀ
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2 days ago
albertvillanovaĀ
posted
an
update
3 days ago
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254
š smolagents v1.21.0 is here!
Now with improved safety in the local Python executor: dunder calls are blocked!
ā ļø Still, not fully isolated: for untrusted code, use a remote executor instead: Docker, E2B, Wasm.
āØ Many bug fixes: more reliable code.
š https://github.com/huggingface/smolagents/releases/tag/v1.21.0
Now with improved safety in the local Python executor: dunder calls are blocked!
ā ļø Still, not fully isolated: for untrusted code, use a remote executor instead: Docker, E2B, Wasm.
āØ Many bug fixes: more reliable code.
š https://github.com/huggingface/smolagents/releases/tag/v1.21.0
aryopgĀ
authored
4
papers
23 days ago
Self-Training Large Language Models for Tool-Use Without Demonstrations
Paper
ā¢
2502.05867
ā¢
Published
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain
Paper
ā¢
2307.03042
ā¢
Published
Scalpel vs. Hammer: GRPO Amplifies Existing Capabilities, SFT Replaces Them
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ā¢
2507.10616
ā¢
Published
ā¢
1
Inverse Scaling in Test-Time Compute
Paper
ā¢
2507.14417
ā¢
Published
ā¢
27
pminerviniĀ
authored
a
paper
23 days ago
NeelectricĀ
authored
a
paper
28 days ago
chaley22Ā
updated
a
dataset
about 1 month ago
albertvillanovaĀ
posted
an
update
about 1 month ago
Post
594
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
chaley22Ā
updated
a
collection
about 1 month ago
chaley22Ā
published
a
dataset
about 1 month ago
albertvillanovaĀ
posted
an
update
about 2 months ago
Post
1665
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
ducdaugeĀ
authored
2
papers
2 months ago
albertvillanovaĀ
posted
an
update
3 months ago
Post
670
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
ducdaugeĀ
authored
a
paper
3 months ago
pminerviniĀ
authored
2
papers
3 months ago
rohitsaxenaĀ
authored
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3 months ago