Hi everyone 
We’re excited to introduce the Chatbot Demo Builder, a new tool in the Atlas Search Playground! The Chatbot Demo Builder is a low-code tool that lets you explore the power of Retrieval-Augmented Generation (RAG) by building your own interactive Q&A chatbot. You can use our sample data, or upload your own PDF, and the builder will automatically handle the chunking, embedding generation, and create the vector index and query definitions for you.
To get started, navigate to the Atlas Search Playground and select “Chatbot Demo Builder” from the tools menu on the left. Like our other Playground tools, you don’t need an Atlas account to use it.
We hope this tool makes it easier and faster for developers who are new to vector search to experiment with RAG concepts and see the possibilities for their own applications.
– The MongoDB Atlas Search Team