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Guides to track and analyze data consumption, optimize resource allocation, and improve system reliability.
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
Develop and leverage AI models in ClickHouse®
Learn how to train AI models and perform live scoring with a set of SQL statements and Aiven for ClickHouse®
When text meets image: a guide to OpenSearch® for multimodal search
Learn how to use Aiven for OpenSearch® to search both images and text to return results!
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.
Deploy a Grafana® service to visualize PostgreSQL® metrics
Use Aiven for Grafana® to visualize metrics for Aiven for PostgreSQL® or another PostgreSQL® service. A part of Aiven's Terraform Cookbook.
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.
PostgreSQL® JSONB Cheatsheet: Complete & Fast Lookup Guide
A cheatsheet for the PostgreSQL® JSONB functions, providing a set of consistent examples of all the most common JSONB (and JSON) functions and operators.
Long Term Logging with Aiven for OpenSearch® and Aiven for Apache Kafka®
Meet your compliance goals using Aiven for OpenSearch®, S3 storage and Aiven for Apache Kafka®.
