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1 month ago
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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.
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
- Access the UI at http://localhost:8080
- Connect sources, configure syncs, and query data
- Swagger docs: http://localhost:8001/docs
- Create connections, trigger syncs, and search data
from airweave import AirweaveSDK
client = AirweaveSDK(
api_key="YOUR_API_KEY",
base_url="http://localhost:8001"
)
client.collections.create(
name="name",
)
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",
});
- 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
- Frontend: React/TypeScript with ShadCN
- Backend: FastAPI (Python)
- Databases: PostgreSQL (metadata), Qdrant (vectors)
- Deployment: Docker Compose (dev), Kubernetes (prod)
We welcome contributions! Please check CONTRIBUTING.md for details.
Airweave is released under the MIT license.
- Discord - Get help and discuss features
- GitHub Issues - Report bugs or request features
- Twitter - Follow for updates
