Claude
- Scalability is crucial - systems need to be designed with the assumption that query volume, document corpus size, indexing complexity etc. could increase by 10x. What works at one scale may completely break at a higher scale.
- Sharding the index, either by document or by word, is important to distribute the indexing and querying load across machines.