AI

Synthetic Data for AI with Aiven and ShadowTraffic
Generating artificial datasets that closely resemble real data without compromising sensitive information
- AI
- Apache Kafka®
Semantic product search with Aiven for AlloyDB Omni
Learn how to perform semantic search using Aiven for AlloyDB Omni. The vector embeddings for the search will be generated using SQL that calls out to VertexAI. The streamlit front-end will show search and insert functionalities in a webpage.
Developing memory-rich AI systems with Valkey™, OpenSearch^® and RAG
Adding long term memory to agent communication with OpenSearch®, Amazon Bedrock, RAG and LangChain
Real-time AI Agent communication with Valkey™ and an LLM
Integrating Valkey® pub/sub with Amazon Bedrock for AI agent communication
Building a real-time AI pipeline for data analysis with Apache Flink^® and OpenAI
Make sense of social media data with Apache Kafka® and Apache Flink®
Enriching product reviews with Apache Kafka^® and Amazon SageMaker
Ever wondered how to enrich your real-time streaming data with machine learning-driven analysis?
Applying RAG pattern to navigate your knowledge store
Build a knowledge chatbot powered by OpenSearch® and Amazon Bedrock
Speed up PostgreSQL^® pgvector queries with indexes
Learn the theory and the details of how to speed up PostgreSQL® pgvector queries using indexes IVFFlat, HNSW and traditional indexes
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!
SQL query optimization: a comprehensive developer's guide
An SQL optimization guide for developers. With best practices, warnings, and pro tips to speed up your SQL query optimization.

AI

Synthetic Data for AI with Aiven and ShadowTraffic

Semantic product search with Aiven for AlloyDB Omni

Developing memory-rich AI systems with Valkey™, OpenSearch® and RAG

Real-time AI Agent communication with Valkey™ and an LLM

Building a real-time AI pipeline for data analysis with Apache Flink® and OpenAI

Enriching product reviews with Apache Kafka® and Amazon SageMaker

Applying RAG pattern to navigate your knowledge store

Speed up PostgreSQL® pgvector queries with indexes

Retrieval augmented generation with OpenAI and OpenSearch®

Develop and leverage AI models in ClickHouse®

When text meets image: a guide to OpenSearch® for multimodal search

SQL query optimization: a comprehensive developer's guide

Developing memory-rich AI systems with Valkey™, OpenSearch^® and RAG

Building a real-time AI pipeline for data analysis with Apache Flink^® and OpenAI

Enriching product reviews with Apache Kafka^® and Amazon SageMaker

Speed up PostgreSQL^® pgvector queries with indexes

Retrieval augmented generation with OpenAI and OpenSearch^®

Develop and leverage AI models in ClickHouse^®

When text meets image: a guide to OpenSearch^® for multimodal search