Building Intelligent AI Agents with Open Source LLMs | smolagents
What’s next... large agents?
Resources:
Code: https://github.com/ALucek/smolagents-...
Smolagents docs: https://huggingface.co/docs/smolagent...
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/exchan...
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
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