Real-time knowledge bases are the future of Agentic workflows.
Today, let’s learn how to build one using Airweave, an open-source framework to build live, bi-temporal knowledge bases so that your Agents always reason on the freshest facts. We talked about it yesterday.
GitHub repo → github.com/airweave-ai/airweave (don’t forget to star it)
Click the video at the top to learn how to build agents that can search across any app, database, or document store in real time.
It seamlessly connects to tools like Notion, Google Drive, and SQL databases, transforming their contents into searchable knowledge.
The entire setup runs locally inside a Docker container on your machine.
You can also expose it via an API and an MCP server.
GitHub repo → github.com/airweave-ai/airweave (don’t forget to star it)
Thanks for reading!
