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LlamaIndex Toolkits
Shares tags: build, protocol & tooling, toolkits
AI Tool
Unlock the Power of Smolagents Toolkits
Pre-built agent tool collections ready for seamless function calling
Visit smolagents Toolkits→
BuildProtocol & ToolingToolkits
1Accelerate agent initialization with modular tool collections.
2Simplify workflows with code-first action execution in Python.
3Enjoy a lightweight alternative focused on fast prototyping.
4Build flexible agents without framework overhead.
overview
What are Smolagents Toolkits?
Smolagents Toolkits provide developers with ready-to-use collections of agent tools tailored for function calling. Designed for flexibility, they support a variety of LLMs and tools to enhance your agent development experience.
- 1Modular architecture for efficient tool management.
- 2Supports local and cloud-based LLMs.
- 3Easily integrates with various ecosystems.
features
Key Features of Smolagents
Smolagents offers an array of features that enable developers to create powerful and efficient agents. With a focus on ease of use and performance, these toolkits enhance your coding capabilities.
- 1ToolCollection object for streamlined tool loading.
- 2CodeAgent for intuitive Python action execution.
- 3Sandboxed environments for secure code execution.
- 4Support for multi-modal capabilities beyond text.
use cases
Ideal Use Cases for Smolagents Toolkits
Whether you're a developer or researcher, Smolagents Toolkits empower you to build versatile agents that meet your specific needs. From rapid prototyping to advanced multi-agent systems, the possibilities are endless.
- 1Rapid prototyping for innovative applications.
- 2Research and development of multi-modal agents.
- 3Integration with existing workflows and platforms.
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Frequently Asked Questions
+What types of LLMs can I use with Smolagents Toolkits?
You can use any local or cloud-based LLM, including options from OpenAI, Anthropic, and models available on the Hugging Face Hub.
+How does Smolagents ensure security when executing code?
Smolagents executes code in sandboxed environments, such as Docker and Pyodide+Deno, ensuring that your code runs securely and safely.
+Can I integrate additional tools from other ecosystems?
Yes, Smolagents allows for easy integration of tools from various ecosystems, including LangChain, giving you greater flexibility in building your agents.