Harrison Chase - Agents Masterclass from LangChain Founder (LLM Bootcamp)
Автор: The Full Stack
Загружено: 2023-05-25
Просмотров: 47401
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We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.
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--------------------------------------------------------------------------------------------- In this video, Harrison Chase, co-creator of LangChain, discusses "agents": tool-using language models with long-term memory.
Download the slides and read the talk summary here: https://fullstackdeeplearning.com/llm...
Watch the rest of the LLM Bootcamp videos here: • LLM Bootcamp - Spring 2023
Outro music made with Riffusion: https://github.com/riffusion/riffusion
00:00 What are "agents"?
01:18 Why use agents?
04:12 ReAct: Reasoning to Act
07:50 Challenge: controlling tool use
11:07 Challenge: parsing tool invocations
12:54 Challenge: long-term memory and coherence
16:08 Challenge: evaluation
17:39 Agent memory and adaptability
19:29 Example: AutoGPT
20:22 Example: BabyAGI
21:08 Example: CAMEL
22:19 Example: "Generative Agents" paper
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