MongoDB + Vodafone Hackathon Developer Resources
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Hackathons are all about pushing boundaries and transforming bold ideas into reality at lightning speed. This guide is here to help you make the most of MongoDB’s powerful tools, streamlining the setup process so you can avoid much of the overhead typically associated with infrastructure and API development.Whether you’re participating in a MongoDB, partner, or community-led hackathon, this resource hub is designed to help you build better, faster, and stronger with MongoDB. Dive in and get to what truly matters: building an amazing application that showcases your innovation.
MongoDB is widely recognized as a leading operational database in the industry. With MongoDB Atlas, we have seamlessly integrated MongoDB’s operational and vector database capabilities into a single, unified platform. Atlas empowers you to leverage the advantages of a flexible document model and a robust aggregation framework alongside vector search, enabling the development of powerful AI applications for a variety of use cases. As enterprises transition from retrieval-augmented generation (RAG) to more advanced agent-based systems, MongoDB Atlas can effectively function as both long-term and short-term memory for these agents.
Pre-hackathon developer enablement session presentations:
Key resources
Quickstarts
Code Samples
- The MongoDB GenAI-Showcase 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, and more.
- The MongoDB Chatbot Framework is a set of libraries for building full-stack intelligent chatbot applications using MongoDB Atlas Vector Search.
Generating Embeddings
- Embeddings Generator is a simple tool to add embeddings to a dataset of your choice and ingest them into MongoDB.
RAG
Chatbots and Agents
Memory
Stay connected and become part of our vibrant community! Exchange ideas in the MongoDB forums, participate in your local MongoDB user group, enhance your skills with MongoDB University and get the latest updates on MongoDB tools and resources. Interested in attending our upcoming hackathons? Sign up to stay informed!