Hugging Face's logo

Spaces:
barunsaha
/
slide-deck-ai
Running

App Files Community
1
slide-deck-ai / README.md
barunsaha's picture
barunsaha
Update README and messages
e48ea08
preview code
|
raw
history blame
1.86 kB
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:

  1. 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.

  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.

  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 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.