Quix | Project templates

Project template

Use case

Code snippet

Reliably process late-arriving vehicle IoT data via MQTT

Ingest data from vehicle sensors via MQTT and use windowed aggregations with grace periods to ensure that delayed data is processed correctly.

Data integration

IoT

Project template

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Code snippet

Cut Kinesis costs by using Quix to pre-process data and write it to BigQuery

BiqQuery Data Engineers use Quix data pipelines to ingest large volumes of data from their operational estate on AWS. It's easier, cheaper and more flexible.

Data integration

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Code snippet

Speed up operational insights on industrial machinery

Get faster data-driven insights on industrial machinery and manufacturing equipment so that you can optimize operational efficiency and reduce machine downtime.

Heavy industry

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Modernize legacy SCADA infrastructure with real-time data processing

Build real-time data processing pipelines for modern energy systems that integrate data from smart meters, IoT sensors, and legacy SCADA systems.

Energy sector

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Process regulated data with full compliance

Process patient data, clinical metrics, and operational insights while maintaining strict audit trails, data lineage. and PII protection measures.

PII protection

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Integrate data from multiple sources into an Iceberg Lakehouse

Ingest data from multiple sources into Iceberg tables on S3. Use Quix Streams to normalize and standardize the data before it reaches your data lakehouse.

Data integration

ETL

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Optimizing Data Management with Preprocessing

Preprocessing data before it lands in an analytics data warehouse/lake ensures low latency cleaning and enables adherence to PII and data protection regulations

Gaming

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Player Engagement

Use analytics on game telemetry to enhance player engagement and real-time personalization.

Gaming

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Dynamic difficulty curve adjustment

Real-time difficulty adjustment system for online games including a backend architecture with components for game logic, data collection, analytics and storage.

Gaming

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Handle Game Telemetry in real time

An example of using analytics for gaming to enhance player experience, ensure fair play, and provide real-time gaming metrics.

Gaming

Project template

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Enrich data with a Redis lookup

A simple three-step pipeline that you can use as a basis for any project that requires data enrichment.

Quick Start

Project template

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Migrate to Influx V3

A basic two-step pipeline that you can use to keep an InfluxDB V3 database synchronized with an InfluxDB V2 bucket.

Time Series Data

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Continuously updating a vector store

A three-step pipeline that you can use to ingest embeddings into a vector database the moment new content is published.

LLMs

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Hello Quix

A simple three-step pipeline that you can use as a basis for any project.

Quick Start

Project template

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Real-time feature computation

A real-time feature pipeline that computes essential features that you can pass to an ML-powered trading system.

Feature Engineering

Project template

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AI customer support

Two sets of AI-powered chatbots are engaged in conversations with one another.

LLMs

Sentiment analysis

Project template

Use case

Code snippet

Predictive maintenance

Simulates data from a fleet of 3D printers and predicts which ones are going to fail before the print is finished using a time series forecasting algorithm

Alerting

Anomaly detection

IoT

Quix templates

Reliably process late-arriving vehicle IoT data via MQTT

Cut Kinesis costs by using Quix to pre-process data and write it to BigQuery

Speed up operational insights on industrial machinery

Modernize legacy SCADA infrastructure with real-time data processing

Process regulated data with full compliance

Integrate data from multiple sources into an Iceberg Lakehouse

Optimizing Data Management with Preprocessing

Player Engagement

Dynamic difficulty curve adjustment

Handle Game Telemetry in real time

Enrich data with a Redis lookup

Migrate to Influx V3

Continuously updating a vector store

Hello Quix

Real-time feature computation

AI customer support

Predictive maintenance

Open source, ready to fork

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