Advanced Considerations in RAG Performance

We will delve into the concepts of chunking, embedding models, and vector databases. Following that, we’ll explore various examples showcasing diverse chunking strategies and conduct comparisons between different embedding approaches.

Key takeaways:
– Your data structure has a huge influence on the right chunking strategy
– The way you expect users to use your app also affects your chunking strategy
– There are many ways to store embeddings, and the way you store them is dependent on your use case