AI Engineering at Your Fingertips with Aiven for AI

Build AI-powered applications on Aiven. Our next-gen Data and AI platform empowers you to reshape and secure your data in real time, enabling you to safely adopt AI at scale.

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IDC InfoBrief: Building a Cloud Data Foundation for the AI Era

Explore the essentials for AI success in our latest InfoBrief, "Building a Cloud Data Foundation for the AI Era," sponsored by Aiven and Google Cloud. Learn to adapt data platforms for AI success.

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How does it all work together

Build AI Autonomous agents with richer context and memory

Autonomous agents and Large Language Models (LLMs) require real-time, up-to-date information to provide valuable insights. Aiven’s platform enables organizations to provide secure, real-time data feeds directly from information sources. Tools like OpenSearch®, PostgreSQL®, and Valkey™ can be used to store agent conversations and process reflections, ensuring your AI models have the data they need to perform optimally.

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

See why industry leaders trust Aiven

With over 10 million customers across 26 countries, La Redoute is an e-commerce leader in home, decoration and fashion. To handle the dynamic demands of peak shopping seasons, La Redoute turned to Aiven's BYOC model for its rapid deployment and cost-optimized infrastructure.

Retail
Apache Kafka®
PostgreSQL®
OpenSearch®

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Applying RAG pattern to navigate your knowledge store

Build a knowledge chatbot powered by OpenSearch® and Amazon Bedrock

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Enriching product reviews with Apache Kafka^® and Amazon SageMaker

Ever wondered how to enrich your real-time streaming data with machine learning-driven analysis?

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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.

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Retrieval augmented generation with OpenAI and OpenSearch^®

Use OpenSearch® as a vector database to generate responses to user queries using AI

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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.

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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®

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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.

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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

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AI Engineering at Your Fingertips with Aiven for AI

IDC InfoBrief: Building a Cloud Data Foundation for the AI Era

How does it all work together

Build AI Autonomous agents with richer context and memory

Learn more:

See why industry leaders trust Aiven

Explore these real-world applications

Applying RAG pattern to navigate your knowledge store

Enriching product reviews with Apache Kafka® and Amazon SageMaker

Find your perfect movie with ClickHouse®, vector search, Hugging Face API, and Next.js

Retrieval augmented generation with OpenAI and OpenSearch®

TensorFlow, PostgreSQL®, PGVector & Next.js: building a movie recommender

Develop and leverage AI models in ClickHouse®

Image recognition with Python, OpenCV, OpenAI CLIP and pgvector

Speed up PostgreSQL® pgvector queries with indexes

Get started with Aiven today

Enriching product reviews with Apache Kafka^® and Amazon SageMaker

Find your perfect movie with ClickHouse^®, vector search, Hugging Face API, and Next.js

Retrieval augmented generation with OpenAI and OpenSearch^®

TensorFlow, PostgreSQL^®, PGVector & Next.js: building a movie recommender

Develop and leverage AI models in ClickHouse^®

Speed up PostgreSQL^® pgvector queries with indexes