Intro to AI Agents: Build an Army of Digital Workers with AI
- Short falls of GenAI
- GenAI/LLMs allow to generate content and solve one problem at a time.
- Manually verify the content after generation
LangChain
https://www.youtube.com/watch?v=nAmC7SoVLd8&list=PLeo1K3hjS3uu0N_0W6giDXzZIcB07Ng_F LLM - has 2 components Knowledge upto Sep2021 Reasoning engine Agents Connects to external tools like Wikipedia, Math tools Chatgpt is appln -> call openai api -> which inturn calls LLM GPT3.5 or GPT4 Challenges Higher cost calling openai api No access to internet or realtime data(Its knowledge is limited to Sep2021) No access to private data sources LangChain It is a framework that allows you to build applns using LLMs 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 pip install langchain pip install openai import os os.environ[ 'OPENAI_API_KEY' ]= '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' from langchain.llms import OpenAI llm = OpenAI(te...
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