How to Build a Quiz Generated with AI and LLMs
In this video, we demonstrate how to build an AI-powered quiz application using Langflow and Astra DB. Watch as we walk through the process of crawling web content, generating quiz questions, and integrating everything seamlessly with Langflow's powerful API capabilities. Discover how you can create your own AI-driven applications with ease!
Additional Resources:
DataStax Developer Hub: https://datastax.com/devs
DataStax Blog: https://www.datastax.com/blog/technic...
Langflow: https://langflow.datastax.com
Langflow Open Source Platform: https://bit.ly/4dRiL1E
Text Splitting Techniques: / text-splitting-beyond-basic-rag
Stay in touch:
Join our Discord Community: / discord
Follow us on X: https://x.com/DataStaxDevs
Chapters:
[00:00:00] Introduction and Overview
[00:00:29] Technology Stack: LangFlow, DataStax, and How the App Works
[00:01:05] Crawling Web Pages and Fetching Content
[00:02:18] Processing and Chunking Data for Similarity Search
[00:03:54] Storing and Embedding Data Using Vector Databases and OpenAI
[00:05:13] Quiz Creation and JSON Generation Using LLMs
[00:08:22] Front-End Integration and API Usage for Quiz Generation
[00:09:16] Conclusion: Building AI Applications with LangFlow and DataStax