# Labs

> Index of Labs documentation pages. Each link points to the page's markdown version.
> For the full documentation index, see https://docs.redpanda.com/llms.txt

## Pages

- [Build a Chat Room Application with Redpanda Cloud and Golang](https://docs.redpanda.com/labs/clients/cloud-go.md): Create a basic chat room application with Redpanda Cloud and Kafka clients developed with franz-go.
- [Build a Chat Room Application with Redpanda Cloud and Java](https://docs.redpanda.com/labs/clients/cloud-java.md): Create a basic chat room application with Redpanda Cloud and Kafka Java clients.
- [Build a Chat Room Application with Redpanda Cloud and Node.js](https://docs.redpanda.com/labs/clients/cloud-nodejs.md): Create a basic chat room application with Redpanda Cloud and Kafka clients developed with kafkajs.
- [Build a Chat Room Application with Redpanda Cloud and Python](https://docs.redpanda.com/labs/clients/cloud-python.md): Create a basic chat room application with Redpanda Cloud and Kafka clients developed with kafka-python.
- [Build a Chat Room Application with Redpanda Cloud and Rust](https://docs.redpanda.com/labs/clients/cloud-rust.md): Create a basic chat room application with Redpanda Cloud and Kafka clients developed with rust-rdkafka.
- [Build a Chat Room Application with Redpanda and Golang](https://docs.redpanda.com/labs/clients/docker-go.md): Create a basic chat room application with Redpanda and Kafka clients developed with kafkajs.
- [Build a Chat Room Application with Redpanda and Java](https://docs.redpanda.com/labs/clients/docker-java.md): Create a basic chat room application with Redpanda and Kafka Java clients.
- [Build a Chat Room Application with Redpanda and Node.js](https://docs.redpanda.com/labs/clients/docker-nodejs.md): Create a basic chat room application with Redpanda and Kafka clients developed with kafkajs.
- [Build a Chat Room Application with Redpanda and Python](https://docs.redpanda.com/labs/clients/docker-python.md): Create a basic chat room application with Redpanda and Kafka clients developed with kafka-python.
- [Build a Chat Room Application with Redpanda and Rust](https://docs.redpanda.com/labs/clients/docker-rust.md): Create a basic chat room application with Redpanda and Kafka clients developed with rust-rdkafka.
- [Stream Stock Market Data from a CSV file Using Node.js](https://docs.redpanda.com/labs/clients/stock-market-activity-nodejs.md): Stream data from a CSV file into a Redpanda topic.
- [Stream Stock Market Data from a CSV file Using Python](https://docs.redpanda.com/labs/clients/stock-market-activity-python.md): Stream data from a CSV file into a Redpanda topic.
- [Stream Text Embeddings with Redpanda, OpenAI, and MongoDB](https://docs.redpanda.com/labs/connect-plugins/openai.md): Build a streaming RAG pipeline with Redpanda, OpenAI, and MongoDB Atlas
- [Contribute Docs for Redpanda Labs](https://docs.redpanda.com/labs/contribute.md)
- [Flatten JSON Messages](https://docs.redpanda.com/labs/data-transforms/flatten-go.md): Flatten JSON messages in topics using data transforms.
- [Convert JSON Messages into Avro](https://docs.redpanda.com/labs/data-transforms/issdemo-go.md): Query live tracking data from the International Space Station and convert it from JSON to Avro using data transforms.
- [Redact Information in JSON Messages](https://docs.redpanda.com/labs/data-transforms/redaction-go.md): Redact personally identifiable information (PII) in topics using data transforms.
- [Filter Messages into a New Topic using a Regex](https://docs.redpanda.com/labs/data-transforms/regex-go.md): Filter messages from one topic into another using regular expressions (regex) and data transforms.
- [Convert Timestamps using Rust](https://docs.redpanda.com/labs/data-transforms/ts-converter-rust.md): Convert timestamps from various forms, such as epochs to strings.
- [Set Up MySQL CDC with Debezium and Redpanda](https://docs.redpanda.com/labs/docker-compose/cdc-mysql-json.md): Use Debezium to capture the changes made to a MySQL database in real time and stream them to Redpanda.
- [Set Up Postgres CDC with Debezium and Redpanda](https://docs.redpanda.com/labs/docker-compose/cdc-postgres-json.md): Use Debezium to capture the changes made to a Postgres database in real time and stream them to Redpanda.
- [Migrate from Confluent with Shadowing](https://docs.redpanda.com/labs/docker-compose/confluent-schema-registry-shadowing.md): Use Redpanda Shadowing to continuously migrate schemas and topic data from a real Confluent deployment into a Redpanda shadow cluster.
- [Disaster Recovery with Envoy and Shadowing](https://docs.redpanda.com/labs/docker-compose/envoy-shadowing.md): Combine Redpanda Shadowing for data replication with Envoy proxy for transparent client routing during disaster recovery.
- [Redpanda Iceberg Docker Compose Example](https://docs.redpanda.com/labs/docker-compose/iceberg.md): Pair Redpanda with MinIO for Tiered Storage and write data in the Iceberg format to enable seamless analytics workflows on data in Redpanda topics.
- [Stream Jira Issues to Redpanda for Real-Time Metrics](https://docs.redpanda.com/labs/docker-compose/jira-metrics-pipeline.md): Build a real-time Jira metrics pipeline using Redpanda Connect and Redpanda to track development performance, SLA compliance, and team productivity.
- [Enable Unified Identity with Azure Entra ID for Redpanda and Redpanda Console](https://docs.redpanda.com/labs/docker-compose/oidc.md): Integrate Azure Entra ID with Redpanda and Redpanda Console for unified identity using OpenID Connect (OIDC).
- [Owl Shop Example Application in Docker](https://docs.redpanda.com/labs/docker-compose/owl-shop.md): Manage and monitor applications in Redpanda Console using data from an example e-commerce application called owl shop.
- [Migrate Data with Redpanda Migrator](https://docs.redpanda.com/labs/docker-compose/redpanda-migrator.md): Migrate data, schemas, and consumer offsets from a source Kafka cluster to a target Redpanda cluster using Redpanda Migrator.
- [Start a Single Redpanda Broker with Redpanda Console in Docker](https://docs.redpanda.com/labs/docker-compose/single-broker.md): Start a single Redpanda broker and Redpanda Console to start developing your application on Redpanda locally.
- [Start a Cluster of Redpanda Brokers with Redpanda Console in Docker](https://docs.redpanda.com/labs/docker-compose/three-brokers.md): Start three Redpanda brokers and Redpanda Console to start developing your application on Redpanda locally.
- [Set Up GitOps for the Redpanda Helm Chart](https://docs.redpanda.com/labs/kubernetes/gitops-helm.md): Use Flux to deploy the Redpanda Helm chart on a local Kubernetes cluster.
- [Iceberg Streaming on Kubernetes with Redpanda, MinIO, and Spark](https://docs.redpanda.com/labs/kubernetes/iceberg.md): Pair Redpanda with MinIO for Tiered Storage and write data in the Iceberg format to enable seamless analytics workflows on data in Redpanda topics.
- [Explore Shadow Linking for Disaster Recovery](https://docs.redpanda.com/labs/kubernetes/shadow-linking.md): Deploy two Redpanda clusters on Kubernetes and configure shadow linking to continuously replicate topics, consumer group offsets, and Schema Registry data.