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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!
How to sessionize events with Apache Flink®
Learn how to gather individual events into sessions, collections of events from a single user over a given time span, using Apache Flink®
Query a PostgreSQL® database using GraphQL
GraphQL is a great technology for working with complex data models. Learn how to query an Aiven for PostgreSQL® database with GraphQL using Hasura
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.
Data refinement in action: Apache Flink® for data transformation into Google BigQuery
Learn how to draw meaningful conclusions from ecommerce data using Apache Flink® as a data pipeline into Google BigQuery
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.
Integrate ClickHouse® with Metabase, an open source BI tool
Learn how to get ClickHouse® data into the Metabase Business Intelligence tool, as a pathway to getting visualisation and insights into your data.
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®.
Write search queries with Python and OpenSearch® to find delicious recipes
Read on to learn how to use OpenSearch® to perform both simple and advanced searches on semi-structured recipe data, and from that produce the perfect menu.
Start using OpenSearch® with NodeJS
Great search and aggregation features can make a big difference to your application. Read on to see how to use OpenSearch® with your NodeJS.
