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Ep. 190 Building the MongoDB Docs AI Chatbot

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Content provided by MongoDB. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MongoDB or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode of the MongoDB Podcast, join Michael Lynn as he explores the intersection of artificial intelligence and database documentation with Ben Perlmutter, Senior Education Engineer at MongoDB. Dive into the intricacies of integrating AI into MongoDB's documentation process, where Ben unveils the development of a state-of-the-art Retrieval Augmented Generation (RAG) based AI chatbot. This innovative tool is designed to revolutionize the way developers engage with MongoDB documentation, offering a more intuitive and efficient user experience.

Ben shares his unique insights and experiences, from the chatbot's inception during an internal hackathon to the challenges and triumphs encountered along the way. Discover how the team leveraged MongoDB's Atlas Vector Search and other advanced technologies to enhance documentation accessibility and user interaction. More information at https://mdb.link/chatbot

  continue reading

229 episodes

Artwork
iconShare
 
Manage episode 384657089 series 2637189
Content provided by MongoDB. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MongoDB or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode of the MongoDB Podcast, join Michael Lynn as he explores the intersection of artificial intelligence and database documentation with Ben Perlmutter, Senior Education Engineer at MongoDB. Dive into the intricacies of integrating AI into MongoDB's documentation process, where Ben unveils the development of a state-of-the-art Retrieval Augmented Generation (RAG) based AI chatbot. This innovative tool is designed to revolutionize the way developers engage with MongoDB documentation, offering a more intuitive and efficient user experience.

Ben shares his unique insights and experiences, from the chatbot's inception during an internal hackathon to the challenges and triumphs encountered along the way. Discover how the team leveraged MongoDB's Atlas Vector Search and other advanced technologies to enhance documentation accessibility and user interaction. More information at https://mdb.link/chatbot

  continue reading

229 episodes

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