MongoDB @ AI Engineer World's Fair
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Location
MongoDB is renowned in the industry as a top-tier operational database. With MongoDB Atlas, we have unified MongoDB’s operational and vector database capabilities into a single unified platform. With Atlas, you can combine the benefits of a flexible document model and an extensive aggregation framework with vector search to build powerful AI applications for various use cases. As enterprises go from RAG to agents, MongoDB Atlas can also serve as long and short-term memory for agents.Here are some resources to get you started:
Quickstarts
Code Samples
- The GenAI-Showcase GitHub repo has several examples of using MongoDB Atlas with frameworks such as LangChain, and LlamaIndex as well as model providers such as OpenAI, Cohere, Hugging Face, etc.
- MongoDB Chatbot Framework is a set of libraries for building full-stack intelligent chatbot applications using MongoDB Atlas Vector Search.
RAG
Chatbots and Agents
Memory
Miscellaneous