Building AI with MongoDB: Supercharging Three Communication Paradigms
Blog post from MongoDB
SuperDuperDB is an open-source Python package providing tools for developers to apply AI and machine learning on top of their existing data stores, allowing them to deploy chosen AI models in a single environment with simple Python commands, train models on their data without additional ingestion and pre-processing, integrate AI APIs effortlessly, search data with vector search, and more. Algomo uses generative AI to help companies offer personalized service across over 100 languages, providing conversational platforms for chatbots, question-Answering text generators, and autonomous agents that triage and orchestrate support processes. Source Digital is a monetization platform delivering customer engagement through video and the metaverse, using MongoDB Atlas to store video metadata and model features, eliminating expensive JOIN operations and reducing costs by 7x. The companies are part of the MongoDB AI Innovators Program, gaining access to expert technical advice, free credits, co-marketing opportunities, and potential venture investor introductions.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Vector Search | 14 | 1,707 | 204 | 87 | +14% |
| RAG | 4 | 749 | 104 | 39 | +61% |
| Real-time | 2 | 2,496 | 566 | 185 | +13% |
| LLM | 1 | 2,873 | 275 | 108 | +35% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.