Tutorials

Build the agent layer.

Step-by-step guides for shipping agents and automations on live context with Airbyte.

114 tutorials
50 +connectors
1-click managed auth
<5min avg. setup

Give your OpenAI Agents SDK Agent Access to Salesforce and Slack with Airbyte

Learn how to connect an OpenAI Agents SDK agent to Salesforce and Slack with Airbyte, enabling secure, real-time access to business data and conversations.

Intermediate

[Agent context retrieval brand connector logo]

[Cloud data movement brand connector logo]

[Platform architecture corporate connector logo]

Updated August 2026

agentsagent sdk

Connect Your Claude Agent SDK Agent to Airbyte

Connect the Claude Agent SDK to Airbyte Agents and build a bug triage agent that reads new GitHub issues, cross-references Linear for duplicates, groups them by severity, and posts a summary to Slack.

Intermediate

[Platform architecture corporate connector logo]

Updated July 2026

agents

Reduce Token Use and Response Time in Your LangChain Agent With Airbyte

Reduce token use and speed up LangChain agents with Airbytes context layer, unified data access, and agent-ready connectors.

Intermediate

[Platform architecture corporate connector logo]

Updated July 2026

agents

From a custom build to a Claude skill you install: fighting Stripe disputes with Airbyte Agents

See how Airbyte Agents turns Stripe dispute handling from a custom build into a Claude skill that pulls the right context and helps teams respond faster.

Intermediate

[Connector authentication brand connector logo]

[Platform architecture corporate connector logo]

Updated July 2026

agentsagent sdkai & rag

End-to-end RAG using Facebook Marketing, PyAirbyte, Milvus (Zilliz), and Langchain

Learn how to use PyAirbyte to load data from Facebook marketing, store the data in Milvus (Zilliz) vector store and perform a short RAG demo (using OpenAI/LangChain).

Advanced

[Secure connectivity corporate connector logo]

[Platform architecture corporate connector logo]

[Agent data access brand connector logo]

Updated March 2025

agent sdkai & rag

End-to-end RAG using Github, PyAirbyte and Weaviate

Learn how to load data from Github into Weaviate using PyAirbyte, then to use source-github and its stream 'issues'.

Basic

[Workflow automation brand connector logo]

[Agent data access corporate connector logo]

[Platform architecture corporate connector logo]

Updated March 2025

agent sdkai & rag

End-to-end RAG using Milvus Lite and PyAirbyte - fully in Python

Learn how to build a simple RAG (Retrieval-Augmented Generation) pipeline with Milvus Lite and PyAirbyte, for a fully local development in Python.

Advanced

[Secure connectivity corporate connector logo]

[Platform architecture corporate connector logo]

Updated March 2025

agent sdkdata replication

Extract crypto data to Snowflake using PyAirbyte

Learn how to use PyAirbyte to extract cryptocurrency data from CoinAPI.io, and load it to Snowflake, followed by a series of transformations and analyses to derive meaningful insights from this data.

Advanced

[Platform architecture corporate connector logo]

Updated March 2025

data replication

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

[Context orchestration corporate connector logo]

[Platform architecture corporate connector logo]

Updated March 2025

agentsagent sdkdata replicationai & rag

Storing GitHub vector data into Snowflake Cortex using PyAirbyte

Learn how to load data from GitHub airbyte-source into Snowflake using PyAirbyte, and afterwards convert the stream data into vector.

Intermediate

[Workflow automation brand connector logo]

[Platform architecture corporate connector logo]

[Catalog discovery corporate connector logo]

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

[dbt logo]

[Platform architecture corporate connector logo]

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

[Platform architecture corporate connector logo]

Updated February 2025

agent sdkai & rag

Building a Knowledge Management System with PyAirbyte and Vector Databases

Discover how to build efficient knowledge management systems using PyAirbyte and vector databases for streamlined data access.

Advanced

[Platform architecture corporate connector logo]

Updated January 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

[Platform architecture corporate connector logo]

Updated January 2025

agent sdkai & rag

Creating a GitHub Documentation Chatbot Using PyAirbyte and pgvector

Learn how to build a GitHub documentation chatbot with PyAirbyte and PG Vector for seamless data retrieval and enhanced user experience.

Intermediate

[Workflow automation brand connector logo]

[Platform architecture corporate connector logo]

[Deployment control corporate connector logo]

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

[Platform architecture corporate connector logo]

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

[Platform architecture corporate connector logo]

[Governed data access partner connector logo]

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

agent sdk

Extract insights from Shopify using PyAirbyte

Learn how to use PyAirbyte to extract product-related data from Shopify, followed by a series of transformations and analyses to derive meaningful insights from this data.

Intermediate

[Destination setup brand connector logo]

[Platform architecture corporate connector logo]

[Destination setup brand connector logo]

Updated August 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 Assistantan AI chatbot capable of answering product-related questions using data from multiple Airbyte-related sources.

Intermediate

[Catalog discovery corporate connector logo]

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

[Cloud data movement partner connector logo]

[Destination setup brand connector logo]

[dbt logo]

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

[Cloud data movement partner connector logo]

[Workflow automation brand connector logo]

[dbt logo]

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

[Platform architecture corporate connector logo]

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

[Cloud data movement partner connector logo]

[Airbyte synchronization overview screenshot]

[Agent context retrieval partner connector logo]

Updated August 2024

agent sdkai & rag

End-to-end RAG using GitHub, PyAirbyte, and Langchain

Learn how to use the PyAirbyte library to read records from Github, converts those records to documents, which can then be passed to LangChain for RAG.

Intermediate

[Workflow automation brand connector logo]

[Platform architecture corporate connector logo]

[Workflow automation brand connector logo]

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

[Agent context retrieval brand connector logo]

[Agent data access corporate connector logo]

[Platform architecture corporate connector logo]

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

[Platform architecture corporate connector logo]

[Catalog discovery corporate connector logo]

[Data synchronization corporate connector logo]

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