How Sakha remembers you: building an AI companion with real emotional context

A good friend doesn't make you re-explain yourself every time you talk. They remember what you told them last week, notice when your mood shifts, and meet you where you are. Building that into an AI companion is harder than it sounds.

Context is the whole product

Most chatbots are amnesiacs — every conversation starts from zero. Sakha is built the opposite way. We maintain a private, evolving profile of what matters to you: recurring themes, relationships you've mentioned, the things that weigh on you. That context is what turns a generic answer into guidance that feels personal.

Where the AI comes in

We feed that context into a large language model with carefully constrained prompts, so the model responds as a companion who knows your history — not a stranger guessing. Just as important, we built crisis-aware detection so that when a conversation signals real distress, Sakha surfaces support resources instead of platitudes.

Memory where it matters, warmth where it helps. The context is yours; the conversation adapts to you.