Find and compare the best Artificial Intelligence software for MongoDB in 2025
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Use the comparison tool below to compare the top Artificial Intelligence software for MongoDB on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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1
Gemma 2
Google
The Gemma family consists of advanced, lightweight models developed using the same innovative research and technology as the Gemini models. These cutting-edge models are equipped with robust security features that promote responsible and trustworthy AI applications, achieved through carefully curated data sets and thorough refinements. Notably, Gemma models excel in their various sizes—2B, 7B, 9B, and 27B—often exceeding the performance of some larger open models. With the introduction of Keras 3.0, users can experience effortless integration with JAX, TensorFlow, and PyTorch, providing flexibility in framework selection based on specific tasks. Designed for peak performance and remarkable efficiency, Gemma 2 is specifically optimized for rapid inference across a range of hardware platforms. Furthermore, the Gemma family includes diverse models that cater to distinct use cases, ensuring they adapt effectively to user requirements. These lightweight language models feature a decoder and have been trained on an extensive array of textual data, programming code, and mathematical concepts, which enhances their versatility and utility in various applications. -
2
Velotix
Velotix
Velotix empowers organizations to unlock the true value of their data while maintaining the highest standards of security and compliance in today’s complex regulatory landscape. The Velotix Data Security Platform offers a comprehensive suite of features, including AI-driven data discovery, automated policy enforcement, and granular, dynamic access controls that adapt to the evolving needs of businesses. Designed to seamlessly integrate with multi-cloud and hybrid environments, Velotix simplifies data management, enabling secure, self-service access to data without compromising governance or risking compliance violations. With Velotix, organizations can optimize the use of their data while ensuring that security policies are enforced consistently and efficiently across all platforms. The platform’s advanced workflows and automation capabilities help reduce manual overhead, streamline data processes, and minimize the risk of human error. This results in faster, more informed decision-making while protecting sensitive data assets. -
3
ModelOp
ModelOp
ModelOp stands at the forefront of AI governance solutions, empowering businesses to protect their AI projects, including generative AI and Large Language Models (LLMs), while promoting innovation. As corporate leaders push for swift integration of generative AI, they encounter various challenges such as financial implications, regulatory compliance, security concerns, privacy issues, ethical dilemmas, and potential brand damage. With governments at global, federal, state, and local levels rapidly establishing AI regulations and oversight, organizations must act promptly to align with these emerging guidelines aimed at mitigating AI-related risks. Engaging with AI Governance specialists can keep you updated on market dynamics, regulatory changes, news, research, and valuable perspectives that facilitate a careful navigation of the benefits and hazards of enterprise AI. ModelOp Center not only ensures organizational safety but also instills confidence among all stakeholders involved. By enhancing the processes of reporting, monitoring, and compliance across the enterprise, businesses can foster a culture of responsible AI usage. In a landscape that evolves quickly, staying informed and compliant is essential for sustainable success. -
4
Canvas
Canvas
$1,000 per monthDiscover the data tool you'll adore, backed by a dedicated team of experts ready to assist you from the outset. Shift your focus from data engineering to simply managing the data itself. Seamlessly connect, investigate, and visualize data from over 150 SaaS platforms without the need for engineering skills or SQL knowledge. If a tool has an API, we promise to create a custom connector for you within 48 hours at no cost, or your money back. Our filters enable your team to explore data with ease, and we offer an extensive range of visualization options along with vibrant color themes that enhance your charts. Familiar with Excel shortcuts? You can navigate effortlessly with powerful pivot tables, and our formulas easily translate to SQL for your convenience. Set up alerts to stay updated on sign-ups, sales, and reactivations in real-time. Our skilled analysts are available to construct intricate models and dashboards tailored to your needs. With a top-tier backend that professionals trust, this tool can effortlessly scale to handle billions of rows. It integrates seamlessly with all your applications, allowing you to trace data from the visualizations back to the original tables. Additionally, you can share your creations with partners while ensuring your data remains secure and protected. Enjoy the freedom of data management without the complexities of engineering. -
5
Microsoft Intelligent Data Platform
Microsoft
The Microsoft Intelligent Data Platform serves as a cohesive data and AI solution that empowers organizations to quickly adapt, infuse intelligence into their applications, and derive predictive insights. By harmonizing databases, analytics, and governance, this platform allows businesses to focus more on creating value instead of managing their data infrastructure. It ensures smooth data integration and offers real-time business intelligence, which supports effective decision-making and drives innovation. By dismantling data silos, organizations can gain immediate insights while maintaining the essential data governance needed for secure operations. Additionally, the platform enhances innovation, boosts productivity through automation and AI, and increases agility by forecasting changes and refining decision-making processes. Security is also a top priority, as the platform provides robust protection throughout the data lifecycle, safeguarding both hybrid and multi-cloud environments. Ultimately, this comprehensive approach not only streamlines data management but also cultivates a more informed and responsive organizational culture. -
6
Refold
Refold AI
Refold.ai is a full-stack AI integration platform that solves enterprise integration challenges by automating workflow creation, data mapping, and testing across hybrid environments. It enables software teams to build complex multi-step workflows and manage legacy systems such as SAP, Oracle Fusion, and Workday Finance with ease. Its unique memory graph technology anticipates API version conflicts and endpoint failures while offering real-time adaptation and self-healing workflows. Refold’s marketplace supports instant integration with 100+ enterprise applications, complemented by seamless authentication, audit trails, and observability features. The platform can be deployed on cloud, self-hosted, or within customer environments, supporting major cloud providers and air-gapped networks. Refold accelerates integration delivery, helping teams reduce delays, improve scalability, and win enterprise deals faster. Use cases include solution engineering to build demos, professional services to speed delivery, product teams to embed integrations, and AI teams powering internal agents. With certifications like SOC 2, ISO 27001, GDPR, and HIPAA compliance, Refold ensures enterprise-grade security. -
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Waveloom
Waveloom
Waveloom is a developer-centric platform designed for the intuitive creation and deployment of AI workflows, allowing for the integration of services such as GPT-4, Claude, and DALL-E without requiring any coding for infrastructure setup. Users can effortlessly build intricate AI workflows using its user-friendly drag-and-drop interface, which connects various services and enables seamless data transformation. The platform boasts a comprehensive SDK that provides access to a range of AI models, including Claude 3.5, GPT-4, Gemini, Llama, DALL-E, Lora, Flux, Stable Diffusion, and Whisper, while abstracting away the complexities of the underlying infrastructure so developers can concentrate on application development. Additionally, Waveloom features real-time monitoring capabilities, which allow users to track workflow execution, troubleshoot problems, enhance performance, and oversee expenses all from a centralized dashboard. With just a single function call, developers can execute a variety of tasks, such as generating AI-driven prompts and images, thereby simplifying the process of creating AI operations that encompass large language models, image and video processing, voice synthesis, and data storage, amongst others. This level of accessibility and functionality makes Waveloom an invaluable tool for developers looking to innovate in the AI space. -
8
Langflow
Langflow
Langflow serves as a low-code AI development platform that enables the creation of applications utilizing agentic capabilities and retrieval-augmented generation. With its intuitive visual interface, developers can easily assemble intricate AI workflows using drag-and-drop components, which streamlines the process of experimentation and prototyping. Being Python-based and independent of any specific model, API, or database, it allows for effortless integration with a wide array of tools and technology stacks. Langflow is versatile enough to support the creation of intelligent chatbots, document processing systems, and multi-agent frameworks. It comes equipped with features such as dynamic input variables, fine-tuning options, and the flexibility to design custom components tailored to specific needs. Moreover, Langflow connects seamlessly with various services, including Cohere, Bing, Anthropic, HuggingFace, OpenAI, and Pinecone, among others. Developers have the option to work with pre-existing components or write their own code, thus enhancing the adaptability of AI application development. The platform additionally includes a free cloud service, making it convenient for users to quickly deploy and test their projects, fostering innovation and rapid iteration in AI solutions. As a result, Langflow stands out as a comprehensive tool for anyone looking to leverage AI technology efficiently. -
9
Jina Reranker
Jina
Jina Reranker v2 stands out as an advanced reranking solution tailored for Agentic Retrieval-Augmented Generation (RAG) frameworks. By leveraging a deeper semantic comprehension, it significantly improves the relevance of search results and the accuracy of RAG systems through efficient result reordering. This innovative tool accommodates more than 100 languages, making it a versatile option for multilingual retrieval tasks irrespective of the language used in the queries. It is particularly fine-tuned for function-calling and code search scenarios, proving to be exceptionally beneficial for applications that demand accurate retrieval of function signatures and code snippets. Furthermore, Jina Reranker v2 demonstrates exceptional performance in ranking structured data, including tables, by effectively discerning the underlying intent for querying structured databases such as MySQL or MongoDB. With a remarkable sixfold increase in speed compared to its predecessor, it ensures ultra-fast inference, capable of processing documents in mere milliseconds. Accessible through Jina's Reranker API, this model seamlessly integrates into existing applications, compatible with platforms like Langchain and LlamaIndex, thus offering developers a powerful tool for enhancing their retrieval capabilities. This adaptability ensures that users can optimize their workflows while benefiting from cutting-edge technology. -
10
String.com
Pipedream
Initiate, execute, adjust, and launch AI agents within moments. This approach is more user-friendly than traditional no-code platforms and addresses significantly more use cases through its code generation capabilities. Furthermore, it empowers users to tackle complex tasks effortlessly.
