| title | emoji | colorFrom | colorTo | sdk | sdk_version | app_file | pinned | license |
|---|---|---|---|---|---|---|---|---|
SlideDeck AI |
🏢 |
yellow |
green |
streamlit |
1.32.2 |
app.py |
false |
mit |
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-Nemo-Instruct-2407. Originally, it was built using the Llama 2 API provided by Clarifai.
Update (v4.0): 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.
SlideDeck AI works in the following way:
- Given a topic description, it uses Mistral Nemo Instruct to generate the initial content of the slides. The output is generated as structured JSON data based on a pre-defined schema.
- Next, it uses the keywords from the JSON output to search and download a few images with a certain probability.
- Subsequently, it uses the
python-pptxlibrary to generate the slides, based on the JSON data from the previous step. A user can choose from a set of three pre-defined presentation templates. - 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. A history of instructions is maintained.
- Every time SlideDeck AI generates a PowerPoint presentation, a download button is provided. Clicking on the button will download the file.
SlideDeck AI uses a subset of icons from bootstrap-icons-1.11.3 (MIT license) in the slides. A few icons from SVG Repo (CC0, MIT, and Apache licenses) are also used.
- Connection timeout: Requests sent to the Hugging Face Inference endpoint might time out. 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.
SlideDeck AI uses Mistral-Nemo-Instruct-2407
via the Hugging Face Inference API.
To run this project by yourself, you need to provide the HUGGINGFACEHUB_API_TOKEN API key,
for example, in a .env file. For image search, the PEXEL_API_KEY should be added.
Visit the respective websites to obtain the keys.
- SlideDeck AI on Hugging Face Spaces
- Demo video of the chat interface on YouTube
SlideDeck AI has won the 3rd Place in the Llama 2 Hackathon with Clarifai in 2023.