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Summary of Course Large Language Model Agents by Prof Dawn Song an Team

  • The course on Large Language Model (LLM) Agents covered various topics and frameworks.
  • Week 2 focused on LLM Agents, which are systems that use large language models to interpret instructions, perform tasks, and interact with their environment.
  • Week 3 discussed Agentic AI frameworks and Multimodal LLMs. Agentic AI frameworks like Autogen and Langchain enable AI systems to perform tasks on behalf of humans. Multimodal LLMs improve the collaboration and communication between multiple LLM agents.
  • Week 4 explored the enterprise trends for generative AI, including the use of LLM for user search data and the importance of finetuning and efficient models.

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