metadata

title: SlideDeck AI
emoji: 🏢
colorFrom: yellow
colorTo: green
sdk: streamlit
sdk_version: 1.26.0
app_file: app.py
pinned: false
license: mit

SlideDeck AI

We spend a lot of time on creating the slides and organizing our thoughts for any presentation. With SlideDeck AI, co-create slide decks on any topic with Generative Artificial Intelligence. Describe your topic and let SlideDeck AI generate a PowerPoint slide deck for you—it's as simple as that!

SlideDeck AI is powered by Mistral 7B Instruct. Originally, it was built using the Llama 2 API provided by Clarifai.

Process

SlideDeck AI works in the following way:

Given a topic description, it uses Mistral 7B Instruct to generate the outline/contents of the slides. The output is generated as structured JSON data based on a pre-defined schema.
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.
In addition, it uses Metaphor to fetch Web pages related to the topic.
~~Finally, it uses Stable Diffusion 2 to generate an image, based on the title and each slide heading.~~

Local Development

SlideDeck AI uses Mistral 7B Instruct via the Hugging Face Inference API. To run this project by yourself, you need to provide the HUGGINGFACEHUB_API_TOKEN and METAPHOR_API_KEY API keys, for example, in a .env file. Visit the respective websites to obtain the keys.

Live Demo

SlideDeck AI

Award

SlideDeck AI has won the 3rd Place in the Llama 2 Hackathon with Clarifai.