webscraping

Currently, this model utilizes a RAG model to get data from saved `knowledge_base` in the `data/` folder. There is currently only data for pleasure point that was manually inputted with multiple sources. I would like this process to be either
1. automated
or
2. manually inputted.

For efficiency sake, I would like this to be initially automated by the use of webscraping. This will get the necessary information for each beach.

Long term: aka if there could be designated locals, to create a singular ideal conditions md file rather than pulling data from multiple sources, it would be much more accurate.

Start by reviewing the RAG model's use of the saved knowledge_base in the data/ folder and the existing Pleasure Point data. Define which beach information should be collected, which sources are acceptable, and how manual input remains supported; done means the project has an agreed process for supplying data for each beach.

Written by the indexing model from the issue text.