Building Gen AI with MongoDB & AI Partners | December 2024
Blog post from MongoDB
MongoDB collaborated with its AI partners in 2024 to empower customers and developers to build cutting-edge AI applications. This collaboration enabled the release of breakthrough tools and frameworks, as well as AI-enriched workflows for prototyping and production. The partnership also led to the development of various AI-powered solutions, including agent development, retrieval-augmented generation, and vector storage and retrieval. MongoDB's Developer Relations team created content to help developers prepare for 2025 by learning about these new tools and frameworks. The company welcomed six new AI and tech partners in December 2024, including Apigene, Bauplan, Botnoi, Jiva.ai, mple.ai, and TrueFoundry, which offer product integrations with MongoDB to enhance database operations and build full-stack AI applications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 5 | 1,794 | 220 | 80 | +16% |
| Vector Search | 3 | 2,433 | 274 | 99 | -40% |
| AI Agents | 2 | 865 | 204 | 92 | -19% |
| Voice AI | 2 | 945 | 95 | 28 | +52% |
| AI Model Fine-tuning | 1 | 862 | 147 | 71 | +81% |
| Kubernetes | 1 | 1,208 | 158 | 73 | -30% |
| Serverless | 1 | 547 | 133 | 74 | -30% |
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