Exploring Multimodal Embeddings with FiftyOne and Milvus
Blog post from Zilliz
This tutorial explores the concept of multimodal embeddings using open-source tools like Voxel51 and Milvus. It covers the meaning of "multimodal", how Milvus handles multimodal embeddings, examples of multimodal models, and how to use FiftyOne and Milvus for multimodal embedding exploration. The tutorial uses Fashion MNIST dataset with CLIP-VIT model from OpenAI to demonstrate the process. It also discusses how to further customize FiftyOne for data exploration with Milvus and provides a summary of exploring multimodal embeddings with Voxel51 and Milvus.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Vector Search | 44 | 2,192 | 239 | 92 | +27% |
| RAG | 3 | 1,170 | 162 | 61 | -17% |
| LLM | 2 | 2,642 | 331 | 143 | -5% |
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.