Building Intelligent AI Agents with Open Source LLMs | smolagents

What’s next... large agents? Resources: Code: https://github.com/ALucek/smolagents-guide Smolagents docs: https://huggingface.co/docs/smolagents/index Smolagents blog: https://huggingface.co/blog/smolagents DynaSaur - Large Language Agents Beyond Predefined Actions : https://arxiv.org/pdf/2411.01747 Executable Code Actions Elicit Better LLM Agents: https://arxiv.org/pdf/2402.01030 LiteLLM providers: https://docs.litellm.ai/docs/providers Exchange API used: https://github.com/fawazahmed0/exchange-api Chapters: 00:00 - Intro 01:56 - What is an Agent? 06:00 - Code Agents 11:56 - Agent: Hugging Face API 16:52 - Agent: OpenAI API Spec 19:27 - Agent: Ollama Models 21:29 - Agent: Transformers Pipeline 23:16 - Tools: Decorator 27:12 - Tools: Subclass Tool 28:45 - Tools: Hugging Face Spaces 30:54 - Planning Steps 34:41 - Multi Agent Framework 38:49 - Gradio Integration 39:52 - Thoughts on smolagents #ai #machinelearning #programming