Tutorials

Learn how to move data with Airbyte.

Step-by-step guides for syncing sources to warehouses, lakes, and the apps your stack depends on with Airbyte.

81 tutorials
700+ connectors
1-click managed auth
<5min avg. setup

Building ETL Pipeline with Python, Docker, & Airbyte

Learn how to build robust ETL pipelines using Python, Docker, and Airbyte. A guide for data engineers covering setup, implementation, & best practices.

Basic

Updated March 2025

data replication

Creating Data Pipeline with dbt & DuckDB Using Airbyte

Learn to build efficient data pipelines using Airbyte, dbt, and DuckDB. A comprehensive guide for data engineers with practical implementation steps.

Advanced

Updated March 2025

data replicationai & rag

How to Create an LLM Application with ChromaDB & Airbyte

Learn how to build a robust Large Language Model application using ChromaDB for vector storage and Airbyte for data integration, simplifying your AI development workflow.

Basic

Updated February 2025

data replication

Financial Market Monitoring with Airbyte and Polygon.io Integration

Discover financial market monitoring using Airbyte and Polygon.io integration. Streamline data for actionable insights

Advanced

Updated January 2025

data replicationai & rag

Healthcare Data Integration: FHIR API Connector with Airbyte's AI Assistant

Streamline healthcare data integration with Airbyte's AI Assistant and FHIR API connector. Simplify workflows and improve insights.

Advanced

Updated January 2025

data replicationai & rag

Building a Social Media Sentiment Analyzer Using Airbyte and Twitter API

Build a social media sentiment analyzer using Airbyte and Twitter API. Simplify data integration and analyze trends effectively.

Intermediate

Updated January 2025

ai & rag

Full-Stack Task Prioritization Chatbot: AI-Powered Search in Seconds

Build a quick full-stack AI application which arranges your Asana tasks for you in order of priority using MIlvus, Airbyte Cloud, and Next.js.

Basic

Updated December 2024

ai & rag

A Beginner's Guide to Qdrant: Installation, Setup, and Basic Operations

Learn how to install and set up Qdrant, a powerful vector database for AI applications. This beginner's guide walks you through basic operations to manage and query embeddings.

Basic

Updated September 2024

data replicationai & rag

Build an AI chatbot with Snowflake Cortex

Lean how to use data stored in Airbyte's Snowflake Cortex destination to perform RAG by building a Product Assistant—an AI chatbot capable of answering product-related questions using data from multiple Airbyte-related sources.

Intermediate

Updated August 2024

automationsdata replication

Customer Segmentation Analytics Stack With Shopify, Airbyte, dbt, Dagster and BigQuery

Learn how to easily set up a data stack using Shopify, Airbyte, dbt, BigQuery, and Dagster. Pull Shopify data, put it into BigQuery, and play around with it using dbt and Dagster.

Basic

Updated August 2024

data replication

Database snapshot to S3 then to warehouse

Build a full data stack that creates a table snapshot from a database and stores it in an Amazon S3 bucket as a JSONL file using Airbyte and then loads the snapshot file to a preferred data warehouse.

Basic

Updated August 2024

automationsdata replication

ELT simplified Stack With Github, Airbyte, dbt, Prefect and BigQuery

Build an "ELT simplified Stack" repository to pull Github data, put it into BigQuery, and play around with it using dbt and Prefect.

Basic

Updated August 2024

ai & rag

End-to-end RAG using Airbyte Cloud, S3 and Vectara

Learn how to build an end-to-end RAG pipeline, extracting data from S3 using Airbyte Cloud to load it on Vectara and set up a RAG there.

Intermediate

Updated August 2024

data replicationai & rag

End-to-end RAG using Airbyte's Terraform, dbt, Notion, BigQuery and Pinecone

Learn how to build a full data stack using Airbyte Cloud, Terraform, and dbt to move data from Notion -> BigQuery -> Pinecone for interacting with fetched data through an LLM and form a full fledged RAG.

Basic

Airbyte synchronization overview screenshot

Updated August 2024

ai & rag

End-to-end RAG using Salesforce, Airbyte Cloud and Weaviate

Learn how to build an end-to-end RAG pipeline, extracting data from Salesforce using Airbyte Cloud to load it on Weaviate and set up a RAG there.

Intermediate

Updated August 2024

data replicationai & rag

End-to-end RAG with Airbyte Cloud, Google Drive, and Snowflake Cortex

Learn how to build an end-to-end Retrieval-Augmented Generation (RAG) pipeline. We will extract data from Google Drive using Airbyte Cloud to load it on Snowflake Cortex.

Advanced

Updated August 2024

ai & rag

End-to-end RAG with Airbyte Cloud, Microsoft Sharepoint, and Milvus (Zilliz)

Learn how to build an end-to-end RAG pipeline, extracting data from Microsoft Sharepoint using Airbyte Cloud, loading it on Milvus (Zilliz), and then using LangChain to perform RAG on the stored data.

Advanced

Updated August 2024

data replication

Low-Latency Data Availability Stack

Build a Low-Latency Data Availability solution that syncs data from an existing Postgres database to a BigQuery dataset using Airbyte, using Change Data Capture (CDC) and Postgres Write Ahead Log (WAL).

Basic

Updated August 2024

automationsdata replication

Optimizing error resolution with Sentry, dbt, Dagster and Snowflake

Configure an error analysis stack utilizing Sentry, Airbyte, Snowflake, dbt, and Dagster.

Basic

Updated August 2024

automationsdata replication

Weather Data Stack with dbt, Dagster and BigQuery

Easily set up a data stack using Airbyte, dbt, BigQuery, and Dagster to pull weather data from WeatherStack API, put it into BigQuery, and play around with it using dbt and Dagster.

Basic

Updated August 2024

data replicationai & rag

End-to-end RAG using Airbyte Cloud, S3, BigQuery and Pinecone

Learn how to build a full data stack using Airbyte Cloud, Terraform, and dbt to move data from S3 -> BigQuery -> Pinecone for interacting with fetched data through an LLM and form a full fledged RAG.

Basic

Updated August 2024

data replicationai & rag

End-to-end RAG using Airbyte Cloud, S3 and Pinecone

Learn how to build a full data stack using Airbyte Cloud, Terraform, and dbt to move data from S3 -> BigQuery -> Pinecone for interacting with fetched data through an LLM and form a full fledged RAG.

Basic

Updated August 2024

data replication

One-click Data Pipeline for Profitability in E-commerce

In a world where e-commerce business models are relatively uniform, lies a huge opportunity in analytics of building modular, reusable data transformation models. This tutorial is about open sourcing the full end to end pipeline around a critical use case for every e-commerce: profitability calculation!

Advanced

Updated August 2024

data replicationai & rag

End-to-end RAG using Airbyte Cloud, S3 and Snowflake Cortex

Learn how to set up an end-to-end RAG pipeline using Airbyte Cloud, Amazon S3, and Snowflake Cortex.

Basic

Updated August 2024

automationsdata replication

Oracle Database Replication: Step-by-Step Guide + Tools

Learn how to set up Oracle database replication with our comprehensive step-by-step guide. Additionally, discover the best tools for efficient replication.

Basic

Updated June 2024

SQL Developer Export to Excel & CSV: Three Easy Ways

This guide provides you with the knowledge of popular and straightforward methods for Oracle SQL developer export to Excel and CSV with some best practices.

Basic

Updated February 2024

data replication