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HuggingFace’s SmallAgents is the simplest framework to build powerful, code-based agents with minimal abstractions. It writes, executes, and corrects code on the fly, reducing API calls by up to 30%. I’ll show you how to get started and build an agentic RAG system with just a few lines of code!
LINKS:
https://github.com/huggingface/smolagents
Notebooks: https://github.com/PromtEngineer/YoutTube-Tutorial
Anthropic Blog: https://www.anthropic.com/research/building-effective-agents
Chunking: https://youtu.be/1bbDH3kyf9I
💻 RAG Beyond Basics Course:
https://prompt-s-site.thinkific.com/courses/rag
Let’s Connect:
🦾 Discord: https://discord.com/invite/t4eYQRUcXB
☕ Buy me a Coffee: https://ko-fi.com/promptengineering
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Signup for Newsletter, localgpt:
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00:00 SmallAgents
00:31 Key Features of SmallAgents
01:59 Getting Started with SmallAgents
09:14 Building an Agentic RAG System
13:26 Creating Custom Tools for SmallAgents
23:03 Conclusion and Final Thoughts
All Interesting Videos:
Everything LangChain: https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr
Everything LLM: https://youtube.com/playlist?list=PLVEEucA9MYhNF5-zeb4Iw2Nl1OKTH-Txw
Everything Midjourney: https://youtube.com/playlist?list=PLVEEucA9MYhMdrdHZtFeEebl20LPkaSmw
AI Image Generation: https://youtube.com/playlist?list=PLVEEucA9MYhPVgYazU5hx6emMXtargd4z Read More Prompt Engineering
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