To start, consider Whoosh python search engine library. That will include indexing as well, which is crucial for big data. Further, consider options faster than ChromaDB, like vector dbs (Pinecone, Weaviate). Also, a lot of optimization techniques like caching, batch processing, index-preprocessing, stemming, lemmatization, etc. Wide question.