AI
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.
Adding long term memory to agent communication with OpenSearch®, Amazon Bedrock, RAG and LangChain
Integrating Valkey® pub/sub with Amazon Bedrock for AI agent communication
Make sense of social media data with Apache Kafka® and Apache Flink®
Ever wondered how to enrich your real-time streaming data with machine learning-driven analysis?
Build a knowledge chatbot powered by OpenSearch® and Amazon Bedrock
Learn the theory and the details of how to speed up PostgreSQL® pgvector queries using indexes IVFFlat, HNSW and traditional indexes
Use OpenSearch® as a vector database to generate responses to user queries using AI
Learn how to train AI models and perform live scoring with a set of SQL statements and Aiven for ClickHouse®
Learn how to use Aiven for OpenSearch® to search both images and text to return results!
An SQL optimization guide for developers. With best practices, warnings, and pro tips to speed up your SQL query optimization.