MVP TechBytes - Vector Search with Azure AI Vision and PostgreSQL with Foteini Savvidou
MVP TechBytes - Vector Search and Azure AI Vision with Postgres.
Learn about what vector similarities search is, we deep dive into cosine distance used in Vector Search, with a live demo on how to enable it in Azure using Vision Studio. 🧑💻
To learn more about vector similarity search with Azure Computer Vision Image Retrieval APIs:
🔗 https://sfoteini.github.io/blog/image...
🔗 Twitter Handle: / savvidoufoteini
🔗 Blog: https://sfoteini.github.io/
#MVPTechBytes
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0:02 - Introduction
1:04 - Vector Similarities Search
1:46 - Project Florence
3:10 - Florence Foundation vs OpenAI Da Vinnci Model?
4:25 - Vision Studio Demo
6:52 - Generative images or uploaded images?
8:17 - Image to Vector Embeddings
9:11 - Vector embeddings distance
9:38 - Text semantics of image and vector
10:53 - Cosine distance
13:20 - Databases to store vector
16:18 - Demo of vector database pg vector
18:04 - Demo of image similarities search
26:24 - Resources
27:18 - Q&A
