MongoDB

Brandon Lee

Senior Demand Generation Manager

GenAI chatbots, like ChatGPT, are transforming industries, but building these next-generation intelligent applications requires mastering new skills. Our RAG to Riches Developer Quest offers a hands-on, interactive learning experience where you can develop your expertise in building RAG (retrieval-augmented generation) chatbots using Atlas Vector Search and Node.js. 

[Now available on-demand, you can embark on this journey at your own pace.](https://app.wilco.gg/company/MongoDBUniversity/mongodb_rag_ai/play)

## Why Join the Quest?

By participating in the RAG to Riches Developer Quest, you'll gain new skills and practical knowledge, including:

- **Mastering Retrieval-Augmented Generation (RAG):** Understand how RAG leverages large language models and efficient search algorithms to enhance chatbot capabilities.
- **Implementing Atlas Vector Search:** Learn to implement and utilize MongoDB Atlas Vector Search for efficient and scalable data retrieval.
- **Building with Node.js:** Enhance your proficiency with Node.js, focusing on real-time applications and server-side development.
- **Utilizing Open-Source Frameworks:** Gain practical experience with the MongoDB Chatbot Framework, an open-source tool for building advanced AI chatbots.

## Learning Roadmap:

![The RAG to Riches Roadmap][1]

Learn the basics of AI and RAG:

- [Watch Livestream](https://www.youtube.com/watch?v=M9GvsHze2F8&t=1s)

Engage in the RAG to Riches Developer Quest:

- [Start Quest](https://app.wilco.gg/company/MongoDBUniversity/mongodb_rag_ai/play)

Learn to use our Open Source Chatbot Framework:

- [Livestream](https://www.youtube.com/watch?v=Y6xzauNaWlI&t=3s)
- [Written Tutorial](https://mongodb.prakticum-team.ru/developer/products/atlas/taking-rag-to-production-documentation-ai-chatbot/)
- [Github Repository](https://mongodb.github.io/chatbot/)


  [1]: https://images.contentstack.io/v3/assets/blt39790b633ee0d5a7/blt8e4dd125ff175796/668eee7942bfacbf6d86d00c/image1.png

Brandon Lee

Content by Brandon Lee

Transform Your AI Development Skills with the RAG to Riches Developer Quest!