github.com/airweave-ai/airweave @v0.616 sqlite

Overview

Airweave is a tool that lets agents search any app. It connects to apps, productivity tools, databases, or document stores and transforms their contents into searchable knowledge bases, accessible through a standardized interface for agents.

The search interface is exposed via REST API or MCP. When using MCP, Airweave essentially builds a semantically searchable MCP server. The platform handles everything from auth and extraction to embedding and serving.

Table of Contents

• Airweave
• Overview
• Table of Contents
• 🚀 Quick Start
• 🔌 Supported Integrations
• 💻 Usage
  • Frontend
  • API
• 📦 SDKs
  • Python
  • TypeScript/JavaScript
• 🔑 Key Features
• 🔧 Technology Stack
• 👥 Contributing
• 📄 License
• 🔗 Connect

🚀 Quick Start

Managed Service: Airweave Cloud

Self-hosted:

Make sure docker and docker-compose are installed, then...

# 1. Clone the repository
git clone https://github.com/airweave-ai/airweave.git
cd airweave

# 2. Build and run
chmod +x start.sh
./start.sh

That's it! Access the dashboard at http://localhost:8080

🔌 Supported Integrations

<img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/asana.svg" alt="Asana" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/bitbucket.svg" alt="Bitbucket" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/confluence.svg" alt="Confluence" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/dropbox.svg" alt="Dropbox" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/github.svg" alt="Github" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/gmail.svg" alt="Gmail" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/google_calendar.svg" alt="Google Calendar" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/google_drive.svg" alt="Google Drive" width="40" height="40" style="margin: 4px; padding: 2px;" />
<img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/hubspot.svg" alt="Hubspot" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/jira.svg" alt="Jira" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/linear.svg" alt="Linear" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/monday.svg" alt="Monday" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/notion.svg" alt="Notion" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/onedrive.svg" alt="Onedrive" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/outlook_calendar.svg" alt="Outlook Calendar" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/outlook_mail.svg" alt="Outlook Mail" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/postgresql.svg" alt="Postgresql" width="40" height="40" style="margin: 4px; padding: 2px;" />
<img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/slack.svg" alt="Slack" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/stripe.svg" alt="Stripe" width="40" height="40" style="margin: 4px; padding: 2px;" /><img src="https://github.com/airweave-ai/airweave/raw/v0.616/frontend/src/components/icons/apps/todoist.svg" alt="Todoist" width="40" height="40" style="margin: 4px; padding: 2px;" />

💻 Usage

Frontend

• Access the UI at http://localhost:8080
• Connect sources, configure syncs, and query data

API

• Swagger docs: http://localhost:8001/docs
• Create connections, trigger syncs, and search data

📦 SDKs

Python

pip install airweave-sdk

from airweave import AirweaveSDK

client = AirweaveSDK(
    api_key="YOUR_API_KEY",
    base_url="http://localhost:8001"
)
client.collections.create(
    name="name",
)

TypeScript/JavaScript

npm install @airweave/sdk
# or
yarn add @airweave/sdk

import { AirweaveSDKClient, AirweaveSDKEnvironment } from "@airweave/sdk";

const client = new AirweaveSDKClient({
    apiKey: "YOUR_API_KEY",
    environment: AirweaveSDKEnvironment.Local
});
await client.collections.create({
    name: "name",
});

🔑 Key Features

• Data synchronization from 25+ sources with minimal config
• Entity extraction and transformation pipeline
• Multi-tenant architecture with OAuth2
• Incremental updates using content hashing
• Semantic search for agent queries
• Versioning for data changes

🔧 Tech Stack

• Frontend: React/TypeScript with ShadCN
• Backend: FastAPI (Python)
• Databases: PostgreSQL (metadata), Qdrant (vectors)
• Deployment: Docker Compose (dev), Kubernetes (prod)

👥 Contributing

We welcome contributions! Please check CONTRIBUTING.md for details.

📄 License

Airweave is released under the MIT license.

🔗 Connect

• Discord - Get help and discuss features
• GitHub Issues - Report bugs or request features
• Twitter - Follow for updates