# Week 4 - Introduction to Retrieval Augmented Generation

### This sessions schedule&#x20;

* Quiz
* Homework presentation
* Short Recap&#x20;
* Projects
* Homework for next week



### Ressources

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### Homework

1. Watch the course “[Large Language Models with Semantic Search](https://learn.deeplearning.ai/large-language-models-semantic-search)”
2. Prepare a short presentation (max 5 min per group) with 2 parts:

* Present your project outline using the template (or improvise)
* Present a rough prototype (or mockup) using LangFlow



Use one of the available no-code tools (or, if you prefer, LangChain) to test the feasibility of your idea by creating a first small prototype.

LangFlow: [https://github.com/logspace-ai/langflow](https://github.com/logspace-ai/langflow)

Flowise: [https://github.com/FlowiseAI/Flowise](https://github.com/FlowiseAI/Flowise)

GPTs: [https://openai.com/blog/introducing-gpts](https://openai.com/blog/introducing-gpts)

