# Week 5 - Advanced Retrieval Augmented Generation

### Sessions schedule

* Quiz
* Short Recap
* Impulses on Sparse Priming Representations (SPRs) and HyDE (Hypothetical Document Embeddings)
* Project Prototype Presentations
* Homework for next week

### Resources

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### Homework for next week

* Watch the course “[Building Generative AI Applications with Gradio](https://learn.deeplearning.ai/huggingface-gradio)”
* Install Gradio and explore the examples from the Gradio playground locally (<https://www.gradio.app/playground>)
* Think about the elements your application user interface should contain, create a sketch or wireframe of your app and implement it with Gradio
* (If possible connect your prototype to the user interface)