Independent tools. Open source.

Building blocks
for useful AI.

Memory that stays with you. Messages that reach people. Small, composable tools for building AI assistants.

Selected projects

From memory to messages.

All repositories
Python · TypeScript · Java

One interface. Many conversations.

Unified Channel

Messaging middleware that brings chat platforms together through a unified API. Connect your assistant to the channels people use.

MESSAGING
Python

Meet your users where they are.

AI Customer Support

Customer support across messaging channels, with AI replies, knowledge retrieval, and a handoff to a human when needed.

CUSTOMER EXPERIENCE

Under the hood

Smaller pieces.
More possibilities.

Explore the libraries behind memory, reasoning, workflows, and communication.

Built in the open

Take a look. Make it your own.

Read the code, explore the ideas, or join a conversation on GitHub.

Visit GitHub