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Which Agentic AI Framework to Pick? SmolAgents vs. PydanticAI vs. LlamaIndex Workflows

W.W. AI Adventures 12,353 lượt xem 2 months ago
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Not sure which Agentic AI Framework to pick? Get an overview of 3 of the more recent, and then a summary of all 6. LlamaIndex Workflows, PydanticAI Agents and HuggingFace SmolAgents.

🎥 Channel: @WW_AI_Adventures

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Chapters

0:00 🕒 Intro
01:20 SmolAgents - How does it work?
04:23 SmolAgents – Learning Curve
05:07 SmolAgents – Integrations
06:39 SmolAgents – Scalability
08:35 SmolAgents – Flexibility
09:59 SmolAgents – Documentation
10:48 SmolAgents – Other Features
11:20 PydanticAI Agents - How does it work?
14:32 PydanticAI Agents – Learning Curve
15:41 PydanticAI Agents – Integrations
16:43 PydanticAI Agents – Scalability
18:12 PydanticAI Agents – Flexibility
19:00 PydanticAI Agents – Documentation
19:54 PydanticAI Agents – Other Features
21:08 LlamaIndex Workflows - How does it work?
24:08 LlamaIndex Workflows – Learning Curve
24:55 LlamaIndex Workflows – Integrations
25:54 LlamaIndex Workflows – Scalability
26:47 LlamaIndex Workflows – Flexibility
27:40 LlamaIndex Workflows – Documentation
28:32 LlamaIndex Workflows – Other Features
29:57 Which Framework to pick?
21:16 Outro

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Stay Connected with Me!

📧 Email: will@axies.ai (Consultancy coming soon!)
💬 Discord: https://discord.gg/k3pqPcQzQG
🔗 LinkedIn: www.linkedin.com/in/william-white-data-scientist
👨‍💻 GitHub: https://github.com/whitew1994WW

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About

In this video, I do a systematic review of the 3 largest Agentic Frameworks finishing with an overview of where each framework is best suited. I also give a walkthrough of how each framework works.

📌 Tags:
#AI #LangGraph #AgenticAI #OpenAI #GPT4 #Python #APIs #AIResearch #langchain #huggingface #python #llamaindex

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