Update README.md

README.md

@@ -17,10 +17,9 @@ thumbnail: >-
 
 Claude 3.5 Sonnet has been well received by educators interested in AI integration.
 For many, it is the first model to outperform its OpenAI competitor, GPT-4o, and its "artifact" feature seems particularly successful.
-However, both the lack of internet access and the inability to create shareable custom assistants are often pointed out as clear disadvantages.
+However, the inability to create shareable assistants (like custom GPTs) is often pointed out as clear disadvantage.
 
-In reality, Claude CAN access and leverage information from the internet - if provided with the appropriate functions and tools.
-Just like OpenAI, Anthropic has an "API" interface, usually meant for developers, which also makes it possible 
+In reality, just like OpenAI, Anthropic has an "API" interface, usually meant for developers, which makes it possible 
 to create chatbots with custom knowledge and instructions.
 
 This is what you will find here.
@@ -32,13 +31,13 @@ Steps =
 - Create a HuggingFace account if you do not have one
 - Set your [Anthropic](https://console.anthropic.com/dashboard) API key as a secret
 - Set desired username and password as secrets
-- Upload the desired knowledge base / reference document for the assistant under "Files"
+- Upload the desired PDF knowledge base / reference document for the assistant under "Files"
 - Copy the path where indicated in app.py
 - Change the custom instructions to fit your use case
 - Change UI elements as needed
 
 Important = 
 - 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))
+- It does not have a vector store, and is thus best for a single, small document (e.g., one-page rubric)
+- 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))
+- Advanced RAG for multiple, longer documents and internet access are projects for another time :)