Update README.md

README.md

@@ -38,8 +38,7 @@ Steps =
 - Change UI elements as needed
 
 Important = 
-- The reference_document is added in full to the assistant prompt
-- So it is advised to use short (e.g., single page) documents such as rubrics
-- This is NOT a RAG assistant meant to extract information from long or from multiple documents
-- It als does not have internet access (although both could be done)
-- You also have the option to use Claude 3.5 Sonnet or the much cheaper Claude 3 Haiku (see pricing [here](https://www.anthropic.com/pricing#anthropic-api))
+- This set-up uses a very simple retrieval strategy. Advanced used should consider using [Voyage AI](https://docs.anthropic.com/en/docs/build-with-claude/embeddings) as recommended by Anthropic
+- It does not have a vector store, and can only handle a single, small document (e.g., one-page rubric)
+- It also does not have internet access
+- You have the option to use Claude 3.5 Sonnet or the much cheaper Claude 3 Haiku (see pricing [here](https://www.anthropic.com/pricing#anthropic-api))