This repository is part of a highly structured course that is primarily geared towards teaching the fundamentals of generative AI to application developers. Course assumes that learner has no prior experience with machine learning.
Checkout the course intro video on YouTube:
https://www.youtube.com/watch?v=Tl9bxfR-2hk
Check out the online course guide:
Check out free preview lessons on UDEMY:
https://www.udemy.com/course/generative-ai-app-dev/?referralCode=C255776F230F790E3ED4
Check out free preview lessons on my portal:
https://courses.pragmaticpaths.com/p/generative-ai-application-design-and-devlopement
- Setup Jupyter Lab in Anaconda virtual environment
Note - if not installed the option for "Jupyter" will not be available in Anaconda
conda install jupyter
conda install jupyterlab
- PlantUML preview not working on Windows/Visual Studio
- Install Java Runtime
- Install GraphViz https://plantuml.com/graphviz-dot
- I am getting the following warning in Notebook?
TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html from .autonotebook import tqdm as notebook_tqdm
pip install jupyter --upgrade
- I am unable to delete files from hugging face cache?
It generally means that you have something using the cached object/file.
- Close all finder windows
- Shutdown the Jupyter lab using
jupyter notebook list
jupyter notebook stop 8888
conda list -e > requirements.txt
To disable the generation of the checkpoint file, set the following in the configuration file. This file is available under the .jupyter folder for the user.
c.FileContentsManager.checkpoints = false
If you don't find the file, use the following command to generate it.
jupyter lab --generate-config
#################
#################
pip install python-dotenv
pip install langchain
pip install langchain_community
pip install langchain_openai
pip install langchain_anthropic
pip install langchain_google_genai==0.7.2