Machine learning

TensorFlow, PostgreSQL®, PGVector & Next.js: building a movie recommender
Leveraging TensorFlow, PostgreSQL®, PGVector, and Next.js for vector search with this step-by-step video guide.
Retrieval augmented generation with OpenAI and OpenSearch®
Use OpenSearch® as a vector database to generate responses to user queries using AI
Find your perfect movie with ClickHouse®, vector search, Hugging Face API, and Next.js
Get an introduction to machine learning using Aiven services and the Hugging Face API to recommend movies based on Wikipedia synopses.
Image recognition with Python, OpenCV, OpenAI CLIP and pgvector
Vector embeddings are key to ML, and here we describe how to use OpenCV, OpenAI CLIP and pgvector to generate vectors and use them to perform image recognition on a corpus of photos.