MongoDB AI technology page Top Builders

Explore the top contributors showcasing the highest number of MongoDB AI technology page app submissions within our community.

MongoDB: The Developer Data Platform

Get the latest and greatest with MongoDB 6.0! Build faster and smarter with a developer data platform built on the leading modern database. Whether you’re tackling transactional, search, analytics, or mobile use cases, MongoDB has you covered. Plus, enjoy a common query interface and a data model that developers love.

General
Platform	MongoDB
Repository	https://github.com/mongodb/mongo
Type	NoSQL Database

Key features

Build Faster: Ship and iterate 3–5x faster using MongoDB’s document data model. Enjoy a unified query interface for any use case.

Scale Further: Whether it’s your first customer or 20 million users, meet your performance SLAs in any environment.

Safety first: Ensure high availability, protect data integrity, and meet security and compliance standards for mission-critical workloads.

Fully Managed in the Cloud: Start in seconds and scale to millions with MongoDB Atlas, our cloud services. Explore a multi-cloud developer data platform for various use cases, from transactional to analytical.

Mobile Real-Time Data at the Edge: Launch secure mobile apps with native, edge-to-cloud sync and automatic conflict resolution.

Self-Managed Option: Run MongoDB anywhere, from your laptop to your data center.

Community Edition: Our distributed document database is where it all began. Free forever with seamless migration to Atlas.

Enterprise Advanced: For robust features and support, consider the enterprise version.

Built by Developers, for Developers: MongoDB’s document data model maps to how developers think and code.

What You Can Do with MongoDB

It’s a flexible document data model that lets you ship and iterate faster. Enjoy a unified query interface for all use cases. Whether it’s your first customer or 20 million users worldwide, MongoDB ensures performance SLAs in any environment. Easily ensure high availability, protect data integrity, and meet security and compliance standards for your mission-critical workloads. Plus, MongoDB Atlas provides fully managed cloud services, and you can run it anywhere, from your laptop to your data center.

AI Tutorials

Visionary Data: Leveraging Trulens with MongoDB & LlamaIndex

👉 Discover more MongoDB Tutorials on lablab.ai

Edit on Github

MongoDB AI technology page Hackathon projects

Discover innovative solutions crafted with MongoDB AI technology page, developed by our community members during our engaging hackathons.

AT Gen - Article Title Generator

First impressions matter. A compelling title is crucial because it serves as the first impression of your content. AT Gen is an innovative tool designed to assist article authors in generating captivating titles for their articles. Whether you're writing a blog, academic journal, or online publication, AT Gen leverages the Falcon LLM to produce titles that grab attention and entice readers to dive into your content. With AT Gen, you can effortlessly create compelling titles that not only reflect the essence of your work but also enhance its visibility and appeal. Say goodbye to title writer's block and hello to a world of creative possibilities with AT Gen.

meshop shop help me

MeShop is an innovative smart shopping platform that leverages the power of Large Language Models (LLMs) to revolutionize the online shopping experience. Our idea is to create a highly intuitive and user-friendly interface that understands customers' needs and preferences on a deeper level. Unlike traditional e-commerce platforms that rely on manual browsing and keyword searches, MeShop uses advanced natural language processing to interpret user queries, whether typed or spoken. This allows customers to describe their needs conversationally, just as they would to a knowledgeable shop assistant. The AI-driven system then scours the product database and the internet to provide relevant product suggestions, detailed information, and even fill the shopping cart automatically. This eliminates the frustration of endless scrolling and simplifies the decision-making process. MeShop's versatility extends to its accessibility. Customers can interact with the platform through various channels, including a web interface, popular messaging apps like Telegram and WhatsApp, or even via SMS for those with limited internet access. This multi-channel approach ensures that MeShop is available to a wide range of users, regardless of their preferred communication method or technological constraints. By combining cutting-edge AI technology with a user-centric design, MeShop aims to make online shopping more efficient, personalized, and enjoyable. It's not just a store; it's a smart shopping companion that understands and anticipates your needs.

Molike

We've all been there—you just finished an incredible movie or binged through an amazing TV series, and now you're left with that lingering feeling of wanting more. But not just more of anything; you want more of that something. That particular vibe, that genre, that storytelling style that resonated with you so deeply. You scroll endlessly through streaming platforms, hoping to stumble upon something that hits the same notes, but nothing quite fits. You might find yourself re-watching the same scenes or episodes, wishing there was an easier way to find something just like it—but different enough to keep things fresh. That's where Molike comes in. Molike is your personal guide to discovering more of what you love. Whether it's the suspense of a thriller, the charm of a rom-com, or the depth of a thought-provoking drama, Molike understands your taste and delivers recommendations that feel just right. It’s not about finding an exact copy; it’s about finding the perfect next watch that captures the essence of what you enjoyed. With Molike, you no longer have to settle for less when you crave more. Our smart recommendations bring you closer to your next favorite movie or show, so you can dive back into that world you loved, without the endless search.

EdugenAI

The Learning Management System (LMS) employs state-of-the-art Generative AI to transform the exam creation process. This sophisticated system automatically produces and customizes exams by analyzing and interpreting content from uploaded documents. Utilizing Llama Parse, the AI can extract images and tables that are often missed by standard parsers. The LMS enhances the relevance and accuracy of assessments by employing AI agents Empowered by Falcon Amazing 180B LLM that could expand the context limit and improved generation to easily generate and validate questions based on the uploaded material using Retrieval-Augmented Generation (RAG). Built with a production-ready, cloud-based serverless architecture, this system streamlines the exam creation process, minimizes manual effort, and equips educators with a robust tool to generate high-quality, personalized exams tailored to their students' needs.

Context-Aware-Geospatial-Data-Retrieval-using-LLM

Overview Our goal is to develop an advanced NLP system that leverages contextual understanding to interpret user queries and provide precise geospatial data. Aadheera is capable of handling both explicit and implicit geospatial information, ensuring that users receive relevant and accurate information in real-time. Key Features: Directions: Provides accurate routes and travel times for seamless navigation. Google Map Integration: Displays interactive maps to enhance visual understanding of routes and locations. Flight Availability: Checks flight availability for effective travel planning. Nearby Services: Finds local services like restaurants and plumbing nearby. Local Events: Discovers local events, keeping users informed about activities in their area. Weather Information: Retrieves current weather details to assist in activity planning. Local News: Fetches relevant local news updates. Location Searches: Searches for specific locations by name, delivering precise data. Technologies Used: NLP Models: Utilizes models like AI71 and Groq for processing queries, fine-tuned for implicit geospatial data extraction. Geospatial Tools & APIs: Google Maps API: Provides geocoding and map visualization. OpenCage Geocode: Offers enhanced geocoding services. SERP API: Supports searches for events, weather, and flights. Database Management: MongoDB: Maintains conversation histories for context-aware responses. Backend Framework: FastAPI: The backend is built using FastAPI, a modern and fast web framework for building APIs with Python. It is deployed on Hugging Face infrastructure, ensuring robust and scalable API management. Frontend Deployment: Vercel: The frontend is designed to display maps and geospatial data visually, enhancing user interaction and experience. It is deployed on Vercel, a platform optimized for frontend frameworks and static sites, ensuring fast and reliable performance.

BookWise

BookWise is a web application designed to assist readers, especially those with ADHD, in better understanding and retaining book content. Users can upload their books and leverage the features provided by BookWise. It offers chapter-wise summaries that break down complex information into manageable sections, making it easier to grasp the core ideas of each chapter. Additionally, BookWise includes flashcards for each chapter, helping users reinforce their learning and recall key points effectively. The app leverages an ADHD-friendly text presentation method that highlights essential parts of the text, guiding the reader's eyes and reducing cognitive overload. This approach promotes deeper engagement with the material and enhances reading efficiency. BookWise aims to create an inclusive reading environment where everyone can enjoy and benefit from reading, regardless of their attention span or learning style.