Questions
Answer the following questions with Yes or No:
- Do indexes increase precision and speed in retrieval-augmented generative AI?
- Can indexes offer traceability for RAG outputs?
- Is index-based search slower than vector-based search for large datasets?
- Does LlamaIndex integrate seamlessly with Deep Lake and OpenAI?
- Are tree, list, vector, and keyword indexes the only types of indexes?
- Does the keyword index rely on semantic understanding to retrieve data?
- Is LlamaIndex capable of automatically handling chunking and embedding?
- Are metadata enhancements crucial for ensuring the traceability of RAG-generated outputs?
- Can real-time updates easily be applied to an index-based search system?
- Is cosine similarity a metric used in this chapter to evaluate query accuracy?
