# Enriching Kafka streams for real-time queries

DevFeed: [Enriching Kafka streams for real-time queries](<https://devfeed.tech/articles/enriching-kafka-streams-for-real-time-queries-18487.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/enriching-kafka-streams-in-real-time>)

Author: Jorge Sancha

Published: 2020-03-19T00:00:00Z

Content type: article

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [Kafka](<https://devfeed.tech/topics/kafka.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Streams](<https://devfeed.tech/topics/streams.md>), [context](<https://devfeed.tech/topics/context.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [context](<https://devfeed.tech/tags/context.md>), [i-built-this](<https://devfeed.tech/tags/i-built-this.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [streams](<https://devfeed.tech/tags/streams.md>)

## AI overview

The article presents an architecture for enriching Kafka streams in real time with additional context for analytics and real-time queries.

## Source excerpt

Enriching Kafka streams in real-time adds context your analytics desperately need. Here's the architecture that doesn't slow you down.