Update project description

README.md

@@ -19,8 +19,9 @@ Describe your topic and let SlideDeck AI generate a PowerPoint slide deck for yo
 SlideDeck AI is powered by [Mistral 7B Instruct](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2).
 Originally, it was built using the Llama 2 API provided by Clarifai.
 
-Legacy SlideDeck AI allowed one-shot generation of a slide deck based on the inputs. 
-In contrast, SlideDeck AI *Reloaded* enables a conversational interface to create, iterate, and improve your presentation.
+*Update*: Legacy SlideDeck AI allowed one-shot generation of a slide deck based on the inputs. 
+In contrast, SlideDeck AI *Reloaded* enables an iterative workflow with a conversational interface,
+where you can create and improve the presentation.
 
 
 # Process
@@ -34,7 +35,8 @@ based on the JSON data from the previous step.
 A user can choose from a set of three pre-defined presentation templates.
 3. At this stage onward, a user can provide additional instructions to refine the content.
 For example, one can ask to add another slide or modify an existing slide.
-4. Every time SlideDeck AI generates the PowerPoint presentation, a download button is provided.
+A history of instructions is maintained.
+4. Every time SlideDeck AI generates a PowerPoint presentation, a download button is provided.
 Clicking on the button will download the file.
 
 
@@ -45,6 +47,8 @@ You can try asking SlideDeck AI to regenerate the content and fix the JSON synta
 This, however, is not guaranteed to work. The alternative is to reload the website and try again.
 - **Connection timeout**: Requests sent to the Hugging Face Inference endpoint might time out.
 A maximum of five retries are attempted. If it still does not work, wait for a while and try again.
+
+The following is not an issue but might appear as a strange behavior:
 - **Cannot paste text in the input box**: If the length of the copied text is greater than the maximum
 number of allowed characters in the textbox, pasting would not work.
 
@@ -64,4 +68,4 @@ for example, in a `.env` file. Visit the respective websites to obtain the keys.
 
 # Award
 
-SlideDeck AI has won the 3rd Place in the [Llama 2 Hackathon with Clarifai](https://lablab.ai/event/llama-2-hackathon-with-clarifai).
+SlideDeck AI has won the 3rd Place in the [Llama 2 Hackathon with Clarifai](https://lablab.ai/event/llama-2-hackathon-with-clarifai) in 2023.