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

W.W. AI Adventures 12,080 3 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 # ============================ 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 # =========================== Stay Connected with Me! ? Email: [email protected] (Consultancy coming soon!) ? Discord: https://discord.gg/k3pqPcQzQG ? LinkedIn: www.linkedin.com/in/william-white-data-scientist ?‍? GitHub: https://github.com/whitew1994WW # =========================== 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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