chengyongru

I dont think it s really open source, the MIT part is just the client. The service that actually makes it run is closed and license-gated.

there are many projects of this kind, and they might only help beginners understand basic concepts like what a ReAct/Agent loop is.

Models tend to default to their training data even when they lack sufficient context, they've never been trained to recognize their own uncertainty, so they hallucinate confidently instead.