Harrison Chase - Agents Masterclass from LangChain Founder (LLM Bootcamp)
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