Education
Tutors that remember each learner.
What each learner found difficult last week shapes today's lesson, and every claim about their progress points to the work it came from.
What changes
With Geniffy.
Tutors that remember. What each learner found difficult last week shapes today's lesson.
Progress with sources. Every claim about a learner points to the work it came from.
One memory per learner. Spaces keep every student's memory separate.
How it works
For education.
- 01Lessons in
Chats, submitted work and notes become memories of the learner, each with its source.
- 02Informed lessons
context() gives the tutor what this learner found difficult, and what already worked.
- 03Shown, not guessed
A progress claim without a source is not made; the tutor states what it does not know.
Three lines, with the Python SDK
mem = client.space(f"learner_{learner.id}")
mem.memories.add(messages=lesson.chat)
focus = mem.ask("What did this learner find hard last week?")Other use cases
More ways to build.
- Customer supportSupport that knows the customer.
- SalesEvery account, remembered.
- Coding agentsDecisions that outlive the session.
- Personal AIAn assistant that knows its user.
- Health and coachingCare that builds on every session.
- Voice agentsEvery call continues the last one.
- CommerceFollow-ups that know the shopper.