Update project description

README.md

@@ -1,5 +1,5 @@
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-title: Slide Deck Ai
+title: SlideDeck AI
 emoji: 🏢
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@@ -21,19 +21,28 @@ Describe your topic and let SlideDeck AI generate a PowerPoint slide deck for yo
 
 SlideDeck AI works in the following way:
 
-1. Given a topic description, it uses Llama 2 to generate the outline/contents of the slides.
-2. Next, it uses GPT 3.5 to convert the output from the previous step into JSON.
-3. Subsequently, it uses the `python-pptx` library to generate the slides, 
+1. Given a topic description, it uses Llama 2 to generate the outline/contents of the slides. 
+The output is generated as structured JSON data based on a pre-defined schema.
+2. Subsequently, it uses the `python-pptx` library to generate the slides, 
 based on the JSON data from the previous step. 
 Here, a user can choose from a set of three pre-defined presentation templates.
-4. In addition, it uses Metaphor to fetch Web pages related to the topic.
-5. Finally, it uses Stable Diffusion 2 to generate an image, based on the title and each slide heading.
+3. In addition, it uses Metaphor to fetch Web pages related to the topic.
+4. Finally, it uses Stable Diffusion 2 to generate an image, based on the title and each slide heading.
 
 
 # Local Development
 
-SlideDeck AI uses the Clarifai API of LangChain to realize the first two steps. 
+SlideDeck AI uses the Clarifai API of LangChain to interact with Llama 2. 
 It also sends a Web request to Clarifai for the final step.
 To run this project by yourself, you need to provide the `CLARIFAI_PAT` and `METAPHOR_API_KEY` API keys,
 for example, in a `.env` file.
 
+
+# Live Demo
+
+[SlideDeck AI](https://huggingface.co/spaces/barunsaha/slide-deck-ai)
+
+
+# Award
+
+SlideDeck AI has won the 3rd Place in the [Llama 2 Hackathon with Clarifai](https://lablab.ai/event/llama-2-hackathon-with-clarifai).