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.

Heurist Multiverse Decision-Making Platform

Big decisions, whether business, social or personal, often lack clarity regarding their implications. "Heurist AI: Multiverse Decision-Making Platform" is a revolutionary AI-based tool that simulates "What if?" for critical decisions, providing predictive insights and interactive narratives. Our solution allows impact analysis in multiple contexts, adjusts variables in real time and offers iterative feedback. With the potential to transform businesses, educate individuals and empower governments, Heurist AI connects decision making with advanced data science and conversational AI technology. Target audience includes companies, professionals and educators looking for evidence-based decisions.

GSAM - GenericSuite App Maker

Key Features: * Answer question with LLM inference, using Meta Llama models, Together.ai, HuggingFace, Groq, Ollama, Nvidia NIMs, and OpenAI. * Image Generation: using HuggingFace and the Flux or OpenAI Dall-E models. * Video Generation: using Rhymes AI Allegro model. * Galleries to show the generated images and videos. * Ability to change the Provider and Model used for all the LLM Inferences, image and video generations. * Suggestions to generate App ideas, and the hability to customize the suggestion generation prompt. * Code Generation: suggest the JSON configuration files and Langchain Tools Python code from an App description to be used with the GenericSuite library. * Use LlamaIndex to generate code and JSON files using vectorized data instead of send all the attachments to the LLM. * Store each user interaction (question, answer, image, video, code) in a MongoDB database, and retrieve it later. * Database Management: import and export data from MongoDB to JSON files. * Prompt Engineering: there's an option to allow the prompts/questions optimization to take more advantage from the Model's capabilities. * Naming: generate name ideas for the App. * App Structure: generate the App description and database table structures. * App Presentation: generate PowerPoint presentation for the App, including the content, speaker notes, and image generation prompts. Technology Used: * Meta Llama models: Llama 3.2 3B, Llama 3.1 8B, 70B, and 405B * Together.ai * Huggingface Inference API * Flux.1 image generation model * Rhymes Allegro video generation model * LlamaIndex framework. * StreamLit * MongoDB Atlas * Python 3.10

BrightStart

PROBLEM & CONTEXT Sub-Saharan Africa has the highest maternal and child mortality rates globally, with preventable birth complications and diseases being major contributing factors. Improving maternal and child-health drives productivity and can result in up to $3.8 trillion in global economic benefits by 2035. The cause for the high maternal and child mortality rates are multifactorial. For example lack of access to quality care, poor infrastructure, socio economic issues, lack of health education, and a shortage of skilled healthcare workers. It has been observed that localised health interventions and awareness have had some positive impact (World Economic Forum, 2024). PROPOSED SOLUTION Our solution BrightStart helps caregivers and healthcare workers navigate child-health government educational resources and guidelines. It features a parent chat, healthcare worker query tool, and scenario-based learning for building diagnostic and communication skills. VALUE PROPOSITION BrightStart helps parents navigate their child’s Road to Health Book and other public child health resources with ease so they can confidently track their health and development. It also helps healthcare workers quickly access and review the Road to Health Book, IMCI guidelines, and other national resources to build knowledge and confidence in providing quality child care.

ScholarIntel-Intel Decision Making for Scholar

ScholarIntel | Intelligence Decisions Making for Scholars. ScholarIntel is the cutting-edge technologies with solutions of Intelligence Decisions Making Platform for Researchers and Scholars to Empowering Advance and Automate Research Capabilities. ScholarIntel is an empowering research and scholars application, providing intelligence informed decision making for research and academic writing. Leveraging advanced technologies, ScholarIntel enables data-driven decisions, impactful campaigns, and a competitive edge in the ever-evolving researcher and scholars landscape. • Efficient Discovery & Analysis: Quickly find and analyze groundbreaking research papers from PubMed and ArXiv. • Engaging Tools: Interact with research through innovative chat interfaces and audiobooks. • Writing Support: Enhance writing with paraphrasing, citations, and plagiarism detection. • Visualize Research: Simplify complex information with mind maps and paper embedding explorers. • Collaborative Platform: Connect with mentors, peers, and AI tools for validation and refinement.

Kulacare

KulaCare, powered by LLAMA 3.2, revolutionizes diabetes management through an accessible WhatsApp interface, complemented by expert dietitian consultations. This innovative solution combines AI-driven personalized nutritional guidance with professional human expertise for comprehensive diabetes support. The AI assistant delivers customized meal plans considering individual blood sugar patterns, medication schedules, and dietary preferences. Users can schedule virtual consultations with KulaCare's certified dietitians who review their progress, fine-tune recommendations, and provide specialized guidance for complex cases. The system features 24/7 AI support for daily management, including carbohydrate counting assistance, diabetic-friendly recipes, glucose monitoring reminders, and real-time dietary adjustments based on blood sugar readings. The AI learns from both user interactions and dietitian inputs, continuously improving its personalized recommendations. Regular dietitian consultations ensure medical oversight while the AI provides constant support between sessions. KulaCare's dual approach combines the convenience of automated assistance with the expertise of healthcare professionals, offering users the best of both worlds for optimal diabetes management through their familiar WhatsApp platform.

KBofa

Unlock Your Full Potential with KBofa: Fast-Track Your Learning Journey In today’s fast-paced world, staying ahead in the technology race means continuously learning and adapting. But with an overwhelming amount of resources, courses, and skill paths available, how do you know which one is the best for you? Enter KBofa, the personalized learning platform designed to help you find the optimal learning path based on your current skills and future goals. Whether you're looking to master a new programming language, dive into artificial intelligence, or transition into data science, KBofa will guide you toward the most efficient, relevant, and strategic learning opportunities available. How it works: Efficient Learning Paths: Rather than wasting time on irrelevant material or getting lost in a sea of courses, KBofa highlights the shortest and most efficient routes to reach your learning goals, focusing only on what matters most. Real-Time Adaptation: As you progress, KBofa adapts your learning plan to reflect your growing expertise, ensuring that your development stays aligned with industry trends and technological advancements. Cross-Disciplinary Skills Development: The platform goes beyond traditional learning by suggesting skills that complement your core expertise, allowing you to become a more versatile and valuable professional in today’s competitive job market. With KBofa, you don’t just learn—you evolve, continuously staying at the frontier of technology. Empower yourself with the knowledge you need to stay relevant, innovative, and ahead of the curve. We’ll help you connect the dots between where you are today and the tech leader you aspire to be tomorrow.