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LangChain Crash Course - Build apps with language models
April 9, 2023, 12:38 p.m. | Patrick Loeber
Patrick Loeber www.youtube.com
Timeline:
00:00 - Introduction
01:09 - Installation
01:22 - LLMs
03:08 - Prompt Templates
04:58 - Chains
06:02 - Agents and Tools
09:54 - Memory
11:15 - Document Loaders
12:24 - Indexes
Resources:
Written guide: https://www.python-engineer.com/posts/langchain-crash-course/
Colab: https://colab.research.google.com/drive/1VOwJpcZqOXag-ZXi-52ibOx6L5Pw-YJi?usp=sharing
Docs: https://python.langchain.com/en/latest/
GitHub: https://github.com/hwchase17/langchain
Chatbot example: https://github.com/hwchase17/chat-langchain
Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook
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agents applications apps course features framework free introduction langchain language language models large language models learn llms memory notebooks numpy patreon prompt resources timeline tools
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