Overview
Memobase is designed for high performance and cost-efficiency.
- Query Performance: Queries are extremely fast because Memobase returns a pre-compiled user profile, eliminating the need for on-the-fly analysis.
- Controllable Costs: You can manage costs by controlling the size of user profiles. This is done by configuring the number of profile slots and the maximum token size for each.
- Learn to design profile slots here.
- Learn to control token limits here.
- Insertion Efficiency: New data is added to a buffer and processed in batches. This approach amortizes the cost of AI analysis, making insertions fast and inexpensive.
- Learn to configure the buffer here.
Comparison vs. Other Solutions
Memobase vs. mem0
- Cost: Memobase is approximately 5x more cost-effective.
- Performance: Memobase is roughly 5x faster.
- Memory Quality: mem0 provides gist-based memories, while Memobase delivers structured and organized profiles for more predictable recall.
The full technical report is available here.
Responses are generated using AI and may contain mistakes.