Effective Data Chunking and Querying with Pinecone and GPT-4o | HackerNoon
To improve data quality for ingestion into Pinecone, markdown was preprocessed to remove images, dividers, and excess whitespace, enhancing readability and relevance.
To give you an idea of the difference, let's first consider the initial version: ... this version is a heck of a lot simpler in terms of what's being done.