GenAI-Showcase
MongoDB's collection of example notebooks, sample applications and workshops covering retrieval-augmented generation, AI agents and industry-specific generative-AI use cases, with MongoDB acting as vector store, operational database and memory provider.
MongoDB's GenAI Showcase is a large collection of examples for building generative-AI applications, aimed at people just starting with generative AI as well as those building advanced applications. It is organized into Jupyter notebooks covering retrieval-augmented generation, agentic applications and evaluation; JavaScript and Python sample applications and demos; self-paced hands-on workshops; and contributions from MongoDB's AI partners.
The examples show how MongoDB integrates into RAG pipelines and AI agents, acting as a vector database, an operational database, and a memory provider, and running any of the notebooks or apps requires connecting to a MongoDB Atlas cluster.